A
licenseNot graded
qualityC
maintenanceMCP server for step-by-step mathematical reasoning and planning, enabling AI agents to execute calculations and perform GUI actions like opening PowerPoint.
1
Apache 2.0
jacobian
by morluto
Jacobian is an MCP server for executable mathematics, enabling AI agents to discover, invoke, and verify exact mathematical capabilities, and to manage research progress in a durable epistemic workspace.
Capability Discovery & Execution
capability.describe: query installed capabilities by domain (e.g., polynomial, graph, Lean), mode, or exact ID; inspect contracts with SUMMARY, CONTRACT, or FULL descriptors.capability.invoke: execute a capability (e.g., integer GCD, polynomial identity verification, SAT solving, graph isomorphism, Lean proof checking) with a structured payload. Returns typed results including execution status, assurance level (HEURISTIC, COMPUTED, VERIFIED), artifacts, completeness, obligations, and optional verification records.
Mathematical Domains Polynomial maps/algebra, exact linear algebra, graph theory, SAT/SMT, universal algebra, polytopes, and Lean formal proofs. Optional backends (CaDiCaL, cvc5, FLINT, Lean) may be available.
Research Workspace
workspace.open: create a workspace with a canonical problem, main branch, and initial revision.workspace.write: append finding/attempt/scratch cards, lifecycle marks (ACTIVE, CLOSED, RETRACTED, etc.), and focus updates.workspace.query: retrieve structured views like RESUME (progress), FRONTIER (next steps), ATTEMPTS, CONTEXT, and STALE.
Trust Model Agent-authored notes are always UNVERIFIED. Only operator-authorized checkers issuing a VERIFY mode invocation can produce a VERIFIED assurance level, bound to the exact claim and checker identity. Failed searches or timeouts remain UNKNOWN, never promoted to verified conclusions.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@jacobianfind a counterexample to the claim that f(x)=x^2 is injective"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
English · 简体中文
Jacobian is an MCP server that gives AI agents a searchable vocabulary of typed
mathematical operations. math.find matches a mathematical need or inspects one
exact contract, and math.run executes it and returns its typed result. The same
mathematical library is also available through a CLI and native Python API.
Each operation establishes one stable, reusable mathematical postcondition rather than prescribing a workflow or proof strategy. Results are exact where claimed and make approximation, incompleteness, or uncertainty explicit.
Jacobian's hypothesis is that mathematical reasoning benefits from an executable vocabulary of semantically scoped, bounded operations. Rather than exposing large domain solvers or precomposed workflows, Jacobian exposes mathematical primitives that agents can search for and compose into solutions beyond what any individual operation was designed to solve. The library supplies trustworthy mathematical moves; the reasoning model decides which moves to make, how to combine their results, and when to stop. Keeping the operations semantically narrow and domain-owned preserves that search space instead of baking one proof strategy or workflow into the tools themselves.
See Executable mathematical vocabulary for what semantic atomicity means and how the operation vocabulary grows.
Quickstart
Set up Jacobian for your agents with a single command. The setup command
requires Node.js 20.17+, 22.13+, or 23.5+ and uvx on your PATH.
npx jacobian@latest setupChoose detected agents and review the changes before they are written. Setup
does not install Node.js, Python, uv, or an agent. For automation, preview
an explicit plan with npx jacobian@latest setup --codex --dry-run; use
--yes only with explicit agent flags or --all.
Run the canonical Python MCP command without installing Jacobian globally:
uvx --from jacobian jacobian-mcpWhere an MCP host requires an npm command, the npm package is a deterministic carrier for that same command:
npx jacobian mcpFor a persistent installation:
python -m pip install jacobian
jacobian-mcpThat package includes Jacobian's exact maintained Python backend stack: SymPy, NetworkX, Z3, and Python-FLINT. A normal Python or npm installation therefore exposes the same built-in Python-backed operation portfolio. The tested binary-install contract is CPython 3.12 or 3.13 on glibc Linux x86-64; the release gate installs the built wheel and starts Jacobian on both Python versions. Other systems may have compatible upstream wheels, but are not part of the tested release contract yet. In particular, Alpine/musl cannot install the complete mandatory stack from PyPI.
The Python distribution contains the mathematical kernel, CLI, and MCP server.
The npm package deterministically maps its exact package version to the
corresponding uvx invocation.
Related MCP server: math-logic-mcp
Compute one bounded result
An ordinary operation returns mathematics first. For example,
matrix.determinant.compute accepts one exact rational matrix and returns its
determinant directly. Callers compose results by passing their typed values to a
subsequent operation.
For a local terminal workflow, inspect the exact installed contract and run one of its examples with the CLI:
jacobian inspect integer.compute.extended_gcd
jacobian run integer.compute.extended_gcd --json '{"left":"84","right":"30"}'The second command returns the gcd and Bézout coefficients as JSON. In an MCP
host, use math.find in inspection mode to read the same contract and math.run
with the same payload shape. See Discover and invoke operations
for that agent workflow.
Available mathematics
The built-in portfolio covers work in:
polynomial maps and polynomial algebra;
exact linear algebra;
graphs, paths, colorings, and isomorphism;
bounded SAT and SMT solving;
finite algebra, probability, geometry, and topology.
SAT and SMT operations use the maintained Z3 Python binding directly. Use
math.find to match the mathematical result needed, then use its inspection
mode on a promising operation before calling math.run once.
See the domain operation library for the maintained operation portfolio and backend requirements.
Status
Jacobian 0.18.0 is pre-stable. Its published package and operation contracts describe the supported surface; experimental operation contracts may change between releases.
Documentation
Documentation home: tutorials, how-to guides, reference, and explanations
Architecture: runtime structure and trust boundaries
Product model: operation contracts, ownership, and project boundaries
Tool reference: MCP resources and invocation contracts
Backend requirements: maintained Python backends
Remote deployment: HTTP deployment and authentication
Contributing
Jacobian uses Python 3.12, uv, and a small Makefile:
make setup
make affected AFFECTED_BASE=origin/mainRead CONTRIBUTING.md before changing code. It documents focused test commands, verification rules, documentation placement, and pull-request expectations.
License
Available Tools
2 toolsmath.findSearch installed Jacobian math toolsARead-onlyIdempotent
Find or inspect public Jacobian MCP operations.
Forms:
request.op="match": describe one local mathematical need in ordinary language. Preserve established mathematical names from the task, the supplied objects and constraints, the requested computation or decision, the full scalar, batch, or exhaustive scope, and whether the requested result is a value, witness, certificate, obstruction, profile, or complete enumeration. Do not replace a supplied named property only with its expanded definition, translate the need into catalog tags, or submit the surrounding proof goal.request.op="inspect": pass one exactoperation_idto receive its authoritative input and output schemas plus operator-authored examples.
For matching, use namespace only when the primary operation-ID namespace is already
known with high confidence. Matching returns 10 candidates by default; request up to
20 when a wider first page is useful. Follow next_cursor with the same need and
namespace to continue. Ordered matches are deterministic retrieval candidates, not
applicability claims; inspect a promising operation before math.run. Read
operation://catalog only when the complete bulk catalog is genuinely needed.
Examples:
{"request":{"op":"match","need":"exact determinant of a rational matrix","namespace":"matrix","limit":3}}{"request":{"op":"inspect","operation_id":"polynomial.compute.gcd"}}
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| request | Yes |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
TDQS
A5/5.0
Behavior5/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already mark the tool as read-only and idempotent, and the description adds valuable behavioral context: matching returns deterministic retrieval candidates rather than applicability claims, defaults to 10 candidates with a max of 20, supports cursor-based continuation, and `inspect` returns authoritative schemas plus examples. It also explicitly advises inspecting before running, which is useful operational behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness5/5
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is organized into clearly labeled forms, followed by operational guidance and two compact examples. Although lengthy, nearly every sentence adds distinct information about invocation mode, candidate semantics, pagination, or cautionary guidance, and the most important instruction ('find or inspect') is front-loaded.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness5/5
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
This is a two-mode discovery tool with pagination, namespace constraints, candidate semantics, and a sibling execution tool. The description covers all of these: what each mode returns, how to continue paging, when to constrain by namespace, when to inspect rather than run, and when the bulk catalog is warranted. With an output schema present, nothing essential is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters5/5
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The schema coverage signal is 0%, so the description must carry the parameter-semantic burden, and it does. It explains the discriminated `request.op` values, what to preserve in `need`, when to set `namespace`, how `limit` behaves, how `cursor`/`next_cursor` work, and what `operation_id` must refer to. The examples further clarify parameter usage.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose5/5
Does the description clearly state what the tool does and how it differs from similar tools?
The description opens with a clear verb and resource: 'Find or inspect public Jacobian MCP operations.' It then breaks out the two forms (`match` and `inspect`) with concrete behaviors, and it distinguishes itself from the sibling `math.run` by instructing the agent to inspect before running.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines5/5
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description gives explicit when-to-use guidance: use `match` for a local mathematical need, use `inspect` with an exact `operation_id`, use `namespace` only with high confidence, follow `next_cursor` to continue, and read `operation://catalog` only when the bulk catalog is truly needed. It also tells the agent what not to do, such as translating needs into catalog tags or submitting proof goals.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
math.runRun one installed Jacobian math toolARead-only
Run one installed math tool by ID with its typed payload. A successful call returns
the operation-owned canonical mathematical value in output; a later inspected
operation may accept that complete value unchanged. Read its fields to determine what
the calculation established. MCP reports malformed payloads, unknown IDs, and host
failures as tool errors, not as mathematical results. If the payload shape is unknown,
inspect the exact operation with math.find. When it publishes an examples item, copy
and adapt that item's input object as the payload; otherwise, form the payload from
the input schema and its field descriptions. Do not call math.run with an empty
payload merely to discover required fields; inspection is authoritative.
Timeout, incomplete search, and missing witnesses appear only in the concrete domain result that owns them; none is a mathematical conclusion by itself.
Examples:
{"operation_id":"integer.compute.extended_gcd","payload":{"left":"84","right":"30"}}
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| payload | Yes | ||
| operation_id | Yes |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| output | Yes | |
| runtime_ms | Yes | |
| operation_id | Yes |
TDQS
A4.9/5.0
Behavior5/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Beyond the annotations, the description explains that successful calls return a canonical operation-owned value, that malformed payloads, unknown IDs, and host failures surface as MCP errors, and that timeout/incomplete-search/missing-witness findings are not mathematical conclusions. This is meaningful behavioral context not present in the annotations.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness5/5
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is front-loaded with the core action and then adds only high-value operational guidance: error semantics, discovery workflow, and an example. Every sentence earns its place despite the length, which is justified for a generic runner tool.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness5/5
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a generic runner with two parameters, an output schema, and a single sibling, the description fully covers invocation, payload discovery, error behavior, and result semantics. There are no significant gaps that would prevent an agent from selecting or using the tool correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters4/5
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 0%, so the description carries the burden. It clarifies operation_id as a math tool ID and payload as the typed argument object, and gives a concrete example. It could enumerate more about operation_id format, but the schema pattern already covers that, and the discovery workflow is explicitly documented.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose5/5
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a specific verb and resource: 'Run one installed math tool by ID with its typed `payload`' and clarifies the operation's return semantics. It differentiates from the sibling math.find by explicitly directing payload-shape discovery to math.find rather than math.run.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines5/5
Does the description explain when to use this tool, when not to, or what alternatives exist?
It gives concrete when-to-use guidance, including using math.find when the payload shape is unknown, adapting published examples, and avoiding empty-payload discovery calls. It also tells the agent that inspection is authoritative, which prevents misuse.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
1 tool update
v0.7.8- Changed
math.find1 field changed- changed
Input schema / $defs / OperationMatchRequest / properties / cursor / descriptionPrevious value: -"Continuation cursor from a prior call with the same need."New value: +"Opaque continuation cursor from a prior call with the same need and namespace. The page limit may change between calls."
1 tool update
v0.7.7- Changed
math.find15 fields changed- removed
Input schema / $defs / OperationBrowseRequestRemoved value: -{ - "additionalProperties": false, - "properties": { - "cursor": { - "anyOf": [ - { - "maxLength": 128, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Cursor" - }, - "limit": { - "default": 20, - "maximum": 20, - "minimum": 1, - "title": "Limit", - "type": "integer" - }, - "namespace": { - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Namespace" - }, - "op": { - "const": "browse", - "title": "Op", - "type": "string" - } - }, - "required": [ - "op" - ], - "title": "OperationBrowseRequest", - "type": "object" -} - added
Input schema / $defs / OperationMatchRequestAdded value: +{ + "additionalProperties": false, + "properties": { + "cursor": { + "anyOf": [ + { + "maxLength": 128, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Continuation cursor from a prior call with the same need.", + "title": "Cursor" + }, + "limit": { + "default": 10, + "description": "Maximum compact matches to return.", + "maximum": 20, + "minimum": 1, + "title": "Limit", + "type": "integer" + }, + "namespace": { + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Optional exact primary operation-ID namespace. Omit it unless already known with high confidence.", + "title": "Namespace" + }, + "need": { + "description": "A concise description of the complete local mathematical result needed. Preserve established mathematical names from the task, the supplied objects and constraints, the requested computation or decision, the full scalar, batch, or exhaustive scope, and whether the requested result is a value, witness, certificate, obstruction, profile, or complete enumeration. Prefer ordinary mathematical language to catalog tags; do not replace a supplied named property only with its expanded definition.", + "maxLength": 4096, + "minLength": 1, + "title": "Need", + "type": "string" + }, + "op": { + "const": "match", + "title": "Op", + "type": "string" + } + }, + "required": [ + "op", + "need" + ], + "title": "OperationMatchRequest", + "type": "object" +} - removed
Input schema / $defs / OperationSearchRequestRemoved value: -{ - "additionalProperties": false, - "properties": { - "cursor": { - "anyOf": [ - { - "maxLength": 128, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Cursor" - }, - "limit": { - "default": 5, - "maximum": 20, - "minimum": 1, - "title": "Limit", - "type": "integer" - }, - "namespace": { - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Namespace" - }, - "op": { - "const": "search", - "title": "Op", - "type": "string" - }, - "query": { - "minLength": 1, - "title": "Query", - "type": "string" - } - }, - "required": [ - "op", - "query" - ], - "title": "OperationSearchRequest", - "type": "object" -} - removed
Input schema / properties / request / discriminator / mapping / browseRemoved value: -"#/$defs/OperationBrowseRequest" - added
Input schema / properties / request / discriminator / mapping / matchAdded value: +"#/$defs/OperationMatchRequest" - removed
Input schema / properties / request / discriminator / mapping / searchRemoved value: -"#/$defs/OperationSearchRequest" - changed
Input schema / properties / request / oneOfPrevious value: -[ - { - "$ref": "#/$defs/OperationSearchRequest" - }, - { - "$ref": "#/$defs/OperationBrowseRequest" - }, - { - "$ref": "#/$defs/OperationInspectRequest" - } -]New value: +[ + { + "$ref": "#/$defs/OperationMatchRequest" + }, + { + "$ref": "#/$defs/OperationInspectRequest" + } +] - removed
Output schema / $defs / OperationBrowseCardRemoved value: -{ - "additionalProperties": false, - "description": "One compact operation card in deterministic catalog order.", - "properties": { - "description": { - "minLength": 1, - "title": "Description", - "type": "string" - }, - "operation_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Operation Id", - "type": "string" - }, - "tags": { - "default": [], - "items": { - "type": "string" - }, - "title": "Tags", - "type": "array" - }, - "title": { - "maxLength": 128, - "minLength": 1, - "title": "Title", - "type": "string" - } - }, - "required": [ - "operation_id", - "title", - "description" - ], - "title": "OperationBrowseCard", - "type": "object" -} - removed
Output schema / $defs / OperationBrowseResultRemoved value: -{ - "additionalProperties": false, - "properties": { - "catalog_resource": { - "const": "operation://catalog", - "default": "operation://catalog", - "title": "Catalog Resource", - "type": "string" - }, - "kind": { - "const": "browse", - "title": "Kind", - "type": "string" - }, - "namespace": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Namespace" - }, - "next_cursor": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Next Cursor" - }, - "operations": { - "items": { - "$ref": "#/$defs/OperationBrowseCard" - }, - "title": "Operations", - "type": "array" - }, - "total_operations": { - "title": "Total Operations", - "type": "integer" - } - }, - "required": [ - "kind", - "operations", - "total_operations" - ], - "title": "OperationBrowseResult", - "type": "object" -} - added
Output schema / $defs / OperationFindResultAdded value: +{ + "additionalProperties": false, + "properties": { + "catalog_resource": { + "const": "operation://catalog", + "default": "operation://catalog", + "title": "Catalog Resource", + "type": "string" + }, + "kind": { + "const": "matches", + "title": "Kind", + "type": "string" + }, + "matches": { + "items": { + "$ref": "#/$defs/OperationDiscoveryMatch" + }, + "title": "Matches", + "type": "array" + }, + "namespace": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" + }, + "need": { + "title": "Need", + "type": "string" + }, + "next_cursor": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Next Cursor" + }, + "total_matches": { + "title": "Total Matches", + "type": "integer" + } + }, + "required": [ + "kind", + "need", + "matches", + "total_matches" + ], + "title": "OperationFindResult", + "type": "object" +} - removed
Output schema / $defs / OperationSearchResultRemoved value: -{ - "additionalProperties": false, - "properties": { - "catalog_resource": { - "const": "operation://catalog", - "default": "operation://catalog", - "title": "Catalog Resource", - "type": "string" - }, - "kind": { - "const": "discovery", - "title": "Kind", - "type": "string" - }, - "matches": { - "items": { - "$ref": "#/$defs/OperationDiscoveryMatch" - }, - "title": "Matches", - "type": "array" - }, - "namespace": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Namespace" - }, - "next_cursor": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Next Cursor" - }, - "query": { - "title": "Query", - "type": "string" - }, - "total_matches": { - "title": "Total Matches", - "type": "integer" - } - }, - "required": [ - "kind", - "query", - "matches", - "total_matches" - ], - "title": "OperationSearchResult", - "type": "object" -} - removed
Output schema / discriminator / mapping / browseRemoved value: -"#/$defs/OperationBrowseResult" - removed
Output schema / discriminator / mapping / discoveryRemoved value: -"#/$defs/OperationSearchResult" - added
Output schema / discriminator / mapping / matchesAdded value: +"#/$defs/OperationFindResult" - changed
Output schema / oneOfPrevious value: -[ - { - "$ref": "#/$defs/OperationSearchResult" - }, - { - "$ref": "#/$defs/OperationBrowseResult" - }, - { - "$ref": "#/$defs/OperationInspectionResult" - }, - { - "$ref": "#/$defs/OperationDiscoveryError" - } -]New value: +[ + { + "$ref": "#/$defs/OperationFindResult" + }, + { + "$ref": "#/$defs/OperationInspectionResult" + }, + { + "$ref": "#/$defs/OperationDiscoveryError" + } +]
2 tool updates
v0.7.6- Changed
math.find32 fields changed- removed
Input schema / $defs / OperationBrowseRequest / properties / domainRemoved value: -{ - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" -} - added
Input schema / $defs / OperationBrowseRequest / properties / namespaceAdded value: +{ + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" +} - removed
Input schema / $defs / OperationSearchRequest / properties / domainRemoved value: -{ - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" -} - added
Input schema / $defs / OperationSearchRequest / properties / namespaceAdded value: +{ + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" +} - removed
Input schema / $defs / OperationSearchRequest / properties / query / maxLengthRemoved value: -512 - removed
Output schema / $defs / OperationBrowseCard / properties / description / maxLengthRemoved value: -512 - removed
Output schema / $defs / OperationBrowseResult / properties / discovery_versionRemoved value: -{ - "const": "1", - "title": "Discovery Version", - "type": "string" -} - removed
Output schema / $defs / OperationBrowseResult / properties / domainRemoved value: -{ - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" -} - added
Output schema / $defs / OperationBrowseResult / properties / namespaceAdded value: +{ + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" +} - removed
Output schema / $defs / OperationBrowseResult / properties / operation_metadata_truncatedRemoved value: -{ - "default": false, - "title": "Operation Metadata Truncated", - "type": "boolean" -} - removed
Output schema / $defs / OperationBrowseResult / properties / response_byte_limitRemoved value: -{ - "title": "Response Byte Limit", - "type": "integer" -} - removed
Output schema / $defs / OperationBrowseResult / properties / truncatedRemoved value: -{ - "title": "Truncated", - "type": "boolean" -} - removed
Output schema / $defs / OperationBrowseResult / properties / truncation_reasonRemoved value: -{ - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Truncation Reason" -} - changed
Output schema / $defs / OperationBrowseResult / requiredPrevious value: -[ - "kind", - "discovery_version", - "operations", - "total_operations", - "truncated", - "response_byte_limit" -]New value: +[ + "kind", + "operations", + "total_operations" +] - removed
Output schema / $defs / OperationDescriptor / properties / description / maxLengthRemoved value: -512 - removed
Output schema / $defs / OperationDescriptor / properties / descriptor_versionRemoved value: -{ - "const": "1", - "default": "1", - "title": "Descriptor Version", - "type": "string" -} - added
Output schema / $defs / OperationDescriptor / properties / discovery_termsAdded value: +{ + "default": [], + "items": { + "type": "string" + }, + "maxItems": 8, + "title": "Discovery Terms", + "type": "array" +} - removed
Output schema / $defs / OperationDescriptor / properties / versionRemoved value: -{ - "maxLength": 64, - "minLength": 1, - "title": "Version", - "type": "string" -} - changed
Output schema / $defs / OperationDescriptor / requiredPrevious value: -[ - "operation_id", - "version", - "title", - "description", - "input_schema", - "output_schema" -]New value: +[ + "operation_id", + "title", + "description", + "input_schema", + "output_schema" +] - removed
Output schema / $defs / OperationDiscoveryMatch / properties / applicabilityRemoved value: -{ - "enum": [ - "INCOMPATIBLE", - "NEEDS_MORE_TYPED_REQUIREMENTS" - ], - "title": "Applicability", - "type": "string" -} - removed
Output schema / $defs / OperationDiscoveryMatch / properties / applicability_codeRemoved value: -{ - "const": "FULL_REQUEST_REQUIRED", - "title": "Applicability Code", - "type": "string" -} - removed
Output schema / $defs / OperationDiscoveryMatch / properties / description / maxLengthRemoved value: -512 - removed
Output schema / $defs / OperationDiscoveryMatch / properties / relevance_scoreRemoved value: -{ - "default": 0, - "minimum": 0, - "title": "Relevance Score", - "type": "integer" -} - changed
Output schema / $defs / OperationDiscoveryMatch / requiredPrevious value: -[ - "operation_id", - "title", - "description", - "applicability", - "applicability_code" -]New value: +[ + "operation_id", + "title", + "description" +] - removed
Output schema / $defs / OperationSearchResult / properties / discovery_versionRemoved value: -{ - "const": "1", - "title": "Discovery Version", - "type": "string" -} - removed
Output schema / $defs / OperationSearchResult / properties / domainRemoved value: -{ - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" -} - removed
Output schema / $defs / OperationSearchResult / properties / match_metadata_truncatedRemoved value: -{ - "default": false, - "title": "Match Metadata Truncated", - "type": "boolean" -} - added
Output schema / $defs / OperationSearchResult / properties / namespaceAdded value: +{ + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" +} - removed
Output schema / $defs / OperationSearchResult / properties / response_byte_limitRemoved value: -{ - "title": "Response Byte Limit", - "type": "integer" -} - removed
Output schema / $defs / OperationSearchResult / properties / truncatedRemoved value: -{ - "title": "Truncated", - "type": "boolean" -} - removed
Output schema / $defs / OperationSearchResult / properties / truncation_reasonRemoved value: -{ - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Truncation Reason" -} - changed
Output schema / $defs / OperationSearchResult / requiredPrevious value: -[ - "kind", - "discovery_version", - "query", - "matches", - "total_matches", - "truncated", - "response_byte_limit" -]New value: +[ + "kind", + "query", + "matches", + "total_matches" +]
- Changed
math.run2 fields changed- removed
Output schema / properties / operation_versionRemoved value: -{ - "maxLength": 64, - "minLength": 1, - "title": "Operation Version", - "type": "string" -} - changed
Output schema / requiredPrevious value: -[ - "operation_id", - "operation_version", - "runtime_ms", - "output" -]New value: +[ + "operation_id", + "runtime_ms", + "output" +]
2 tool updates
v0.7.4- Changed
math.find66 fields changed- removed
Input schema / $defs / CapabilityInputKindRemoved value: -{ - "description": "Coarse input boundary used to prevent incompatible discovery routes.", - "enum": [ - "STRUCTURED_REQUEST", - "FORMAL_PROPOSITION", - "TYPED_ARTIFACT", - "NATURAL_LANGUAGE_PROOF" - ], - "title": "CapabilityInputKind", - "type": "string" -} - added
Input schema / $defs / OperationBrowseRequestAdded value: +{ + "additionalProperties": false, + "properties": { + "cursor": { + "anyOf": [ + { + "maxLength": 128, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Cursor" + }, + "domain": { + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Domain" + }, + "limit": { + "default": 20, + "maximum": 20, + "minimum": 1, + "title": "Limit", + "type": "integer" + }, + "op": { + "const": "browse", + "title": "Op", + "type": "string" + } + }, + "required": [ + "op" + ], + "title": "OperationBrowseRequest", + "type": "object" +} - added
Input schema / $defs / OperationInspectRequestAdded value: +{ + "additionalProperties": false, + "properties": { + "op": { + "const": "inspect", + "title": "Op", + "type": "string" + }, + "operation_id": { + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" + } + }, + "required": [ + "op", + "operation_id" + ], + "title": "OperationInspectRequest", + "type": "object" +} - added
Input schema / $defs / OperationSearchRequestAdded value: +{ + "additionalProperties": false, + "properties": { + "cursor": { + "anyOf": [ + { + "maxLength": 128, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Cursor" + }, + "domain": { + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Domain" + }, + "limit": { + "default": 5, + "maximum": 20, + "minimum": 1, + "title": "Limit", + "type": "integer" + }, + "op": { + "const": "search", + "title": "Op", + "type": "string" + }, + "query": { + "maxLength": 512, + "minLength": 1, + "title": "Query", + "type": "string" + } + }, + "required": [ + "op", + "query" + ], + "title": "OperationSearchRequest", + "type": "object" +} - removed
Input schema / additionalPropertiesRemoved value: -false - removed
Input schema / properties / artifact_typeRemoved value: -{ - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Exact schema_uri from the stored artifact manifest; requires TYPED_ARTIFACT.", - "title": "Artifact Type" -} - removed
Input schema / properties / capability_idRemoved value: -{ - "anyOf": [ - { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Exact installed ID; cannot be combined with discovery filters.", - "title": "Capability Id" -} - removed
Input schema / properties / cursorRemoved value: -{ - "anyOf": [ - { - "maxLength": 128, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Opaque continuation ID from next_cursor. Reuse the same query, domain, input kind, artifact type, and limit.", - "title": "Cursor" -} - removed
Input schema / properties / domainRemoved value: -{ - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Optional domain tag filter, such as universal_algebra, graph, polynomial, or lean.", - "title": "Domain" -} - removed
Input schema / properties / input_kindRemoved value: -{ - "anyOf": [ - { - "$ref": "#/$defs/CapabilityInputKind" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Input boundary used to reject incompatible routes." -} - removed
Input schema / properties / limitRemoved value: -{ - "anyOf": [ - { - "maximum": 20, - "minimum": 1, - "type": "integer" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Maximum compact discovery matches; defaults to 5. Lower values reduce returned model context without changing match order.", - "title": "Limit" -} - removed
Input schema / properties / queryRemoved value: -{ - "anyOf": [ - { - "maxLength": 512, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Plain-language mathematical outcome to find, such as computing an exact matrix determinant; no capability ID is required.", - "title": "Query" -} - added
Input schema / properties / requestAdded value: +{ + "discriminator": { + "mapping": { + "browse": "#/$defs/OperationBrowseRequest", + "inspect": "#/$defs/OperationInspectRequest", + "search": "#/$defs/OperationSearchRequest" + }, + "propertyName": "op" + }, + "oneOf": [ + { + "$ref": "#/$defs/OperationSearchRequest" + }, + { + "$ref": "#/$defs/OperationBrowseRequest" + }, + { + "$ref": "#/$defs/OperationInspectRequest" + } + ], + "title": "Request" +} - removed
Input schema / properties / viewRemoved value: -{ - "default": "SUMMARY", - "description": "Exact lookup only: SUMMARY judges fit; CONTRACT adds the validated input schema and invocation examples; FULL adds audit metadata. Omit for discovery.", - "enum": [ - "SUMMARY", - "CONTRACT", - "FULL" - ], - "title": "View", - "type": "string" -} - added
Input schema / requiredAdded value: +[ + "request" +] - changed
Input schema / titlePrevious value: -"capability_describeArguments"New value: +"math_findArguments" - removed
Output schema / $defs / CapabilityCatalogRelationshipRemoved value: -{ - "additionalProperties": false, - "description": "One typed navigation edge to another installed capability.", - "properties": { - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "kind": { - "$ref": "#/$defs/CapabilityCatalogRelationshipKind" - }, - "relationship": { - "maxLength": 256, - "minLength": 1, - "title": "Relationship", - "type": "string" - } - }, - "required": [ - "capability_id", - "kind", - "relationship" - ], - "title": "CapabilityCatalogRelationship", - "type": "object" -} - removed
Output schema / $defs / CapabilityCatalogRelationshipKindRemoved value: -{ - "description": "Factual installed-capability relationship exposed by the catalog.", - "enum": [ - "INDEPENDENT_VERIFIER", - "VERIFIABLE_RESULT_PRODUCER" - ], - "title": "CapabilityCatalogRelationshipKind", - "type": "string" -} - removed
Output schema / $defs / CapabilityDescriptorRemoved value: -{ - "additionalProperties": false, - "description": "One installed operation advertised by an operator-installed adapter.", - "properties": { - "accepted_artifact_types": { - "default": [], - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Accepted Artifact Types", - "type": "array" - }, - "accepted_input_kinds": { - "default": [ - "STRUCTURED_REQUEST" - ], - "items": { - "$ref": "#/$defs/CapabilityInputKind" - }, - "title": "Accepted Input Kinds", - "type": "array" - }, - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "description": { - "maxLength": 512, - "minLength": 1, - "title": "Description", - "type": "string" - }, - "descriptor_version": { - "const": "1", - "default": "1", - "title": "Descriptor Version", - "type": "string" - }, - "discovery_visible": { - "default": true, - "title": "Discovery Visible", - "type": "boolean" - }, - "input_schema": { - "additionalProperties": true, - "title": "Input Schema", - "type": "object" - }, - "invocation_examples": { - "default": [], - "items": { - "$ref": "#/$defs/CapabilityInvocationExample" - }, - "title": "Invocation Examples", - "type": "array" - }, - "output_schema": { - "additionalProperties": true, - "title": "Output Schema", - "type": "object" - }, - "produced_artifact_types": { - "default": [], - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Produced Artifact Types", - "type": "array" - }, - "provider": { - "maxLength": 128, - "minLength": 1, - "title": "Provider", - "type": "string" - }, - "provider_runtime": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityProviderRuntime" - }, - { - "type": "null" - } - ], - "default": null - }, - "read_only": { - "default": false, - "title": "Read Only", - "type": "boolean" - }, - "related_capabilities": { - "default": [], - "items": { - "$ref": "#/$defs/CapabilityCatalogRelationship" - }, - "title": "Related Capabilities", - "type": "array" - }, - "tags": { - "default": [], - "items": { - "type": "string" - }, - "title": "Tags", - "type": "array" - }, - "title": { - "maxLength": 128, - "minLength": 1, - "title": "Title", - "type": "string" - }, - "version": { - "maxLength": 64, - "minLength": 1, - "title": "Version", - "type": "string" - } - }, - "required": [ - "capability_id", - "version", - "title", - "description", - "provider", - "input_schema", - "output_schema" - ], - "title": "CapabilityDescriptor", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryBrowseRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Expose the existing empty-query browse operation.", - "properties": { - "action": { - "const": "browse", - "title": "Action", - "type": "string" - }, - "arguments": { - "additionalProperties": true, - "maxProperties": 0, - "title": "Arguments", - "type": "object" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action" - ], - "title": "CapabilityDiscoveryBrowseRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryInspectCatalogRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Expose the complete catalog resource as an alternative access path.", - "properties": { - "action": { - "const": "inspect_catalog", - "title": "Action", - "type": "string" - }, - "resource_uri": { - "const": "capability://catalog", - "default": "capability://catalog", - "title": "Resource Uri", - "type": "string" - } - }, - "required": [ - "action" - ], - "title": "CapabilityDiscoveryInspectCatalogRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryReformulateQueryRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Offer a differently worded query without prescribing one.", - "properties": { - "action": { - "const": "reformulate_query", - "title": "Action", - "type": "string" - }, - "change": { - "const": "Use different or broader mathematical language for query.", - "default": "Use different or broader mathematical language for query.", - "title": "Change", - "type": "string" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action" - ], - "title": "CapabilityDiscoveryReformulateQueryRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryRemoveFiltersRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Offer unfiltered discovery without ranking it above other choices.", - "properties": { - "action": { - "const": "remove_filters", - "title": "Action", - "type": "string" - }, - "change": { - "const": "Remove domain, input_kind, or artifact_type filters.", - "default": "Remove domain, input_kind, or artifact_type filters.", - "title": "Change", - "type": "string" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action" - ], - "title": "CapabilityDiscoveryRemoveFiltersRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryRemoveUnknownDomainRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Expose the rejected domain filter as one removable constraint.", - "properties": { - "action": { - "const": "remove_unknown_domain_filter", - "title": "Action", - "type": "string" - }, - "change": { - "const": "Retry without the unrecognized domain filter.", - "default": "Retry without the unrecognized domain filter.", - "title": "Change", - "type": "string" - }, - "rejected_domain": { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "title": "Rejected Domain", - "type": "string" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action", - "rejected_domain" - ], - "title": "CapabilityDiscoveryRemoveUnknownDomainRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityInputKindRemoved value: -{ - "description": "Coarse input boundary used to prevent incompatible discovery routes.", - "enum": [ - "STRUCTURED_REQUEST", - "FORMAL_PROPOSITION", - "TYPED_ARTIFACT", - "NATURAL_LANGUAGE_PROOF" - ], - "title": "CapabilityInputKind", - "type": "string" -} - removed
Output schema / $defs / CapabilityInstallTierRemoved value: -{ - "description": "Operational cost and isolation required to install one provider.", - "enum": [ - "T0", - "T1", - "T2", - "T3" - ], - "title": "CapabilityInstallTier", - "type": "string" -} - removed
Output schema / $defs / CapabilityInvocationExampleRemoved value: -{ - "additionalProperties": false, - "description": "One operator-authored, schema-valid example.", - "properties": { - "description": { - "maxLength": 256, - "minLength": 1, - "title": "Description", - "type": "string" - }, - "input": { - "additionalProperties": true, - "title": "Input", - "type": "object" - }, - "name": { - "maxLength": 64, - "minLength": 1, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)*$", - "title": "Name", - "type": "string" - } - }, - "required": [ - "name", - "description", - "input" - ], - "title": "CapabilityInvocationExample", - "type": "object" -} - removed
Output schema / $defs / CapabilityProviderAvailabilityRemoved value: -{ - "description": "Whether this exact provider runtime is callable in the current process.", - "enum": [ - "AVAILABLE", - "UNAVAILABLE" - ], - "title": "CapabilityProviderAvailability", - "type": "string" -} - removed
Output schema / $defs / CapabilityProviderDigestKindRemoved value: -{ - "description": "What immutable provider material the runtime digest covers.", - "enum": [ - "SOURCE_TREE", - "PYTHON_DISTRIBUTION_RECORD", - "EXECUTABLE", - "COMPOSITE" - ], - "title": "CapabilityProviderDigestKind", - "type": "string" -} - removed
Output schema / $defs / CapabilityProviderRuntimeRemoved value: -{ - "additionalProperties": false, - "description": "Exact runtime identity and operator-facing availability metadata.", - "properties": { - "availability": { - "$ref": "#/$defs/CapabilityProviderAvailability" - }, - "checker_ids": { - "default": [], - "items": { - "pattern": "^checker://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Checker Ids", - "type": "array" - }, - "configuration": { - "additionalProperties": true, - "title": "Configuration", - "type": "object" - }, - "diagnostic": { - "anyOf": [ - { - "maxLength": 512, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Diagnostic" - }, - "digest": { - "anyOf": [ - { - "pattern": "^sha256:[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Digest" - }, - "digest_kind": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityProviderDigestKind" - }, - { - "type": "null" - } - ], - "default": null - }, - "distribution_import_name": { - "anyOf": [ - { - "maxLength": 256, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Distribution Import Name" - }, - "distribution_required_attributes": { - "default": [], - "items": { - "type": "string" - }, - "maxItems": 64, - "title": "Distribution Required Attributes", - "type": "array" - }, - "features": { - "default": [], - "items": { - "type": "string" - }, - "title": "Features", - "type": "array" - }, - "install_tier": { - "$ref": "#/$defs/CapabilityInstallTier" - }, - "license_files": { - "default": [], - "items": { - "type": "string" - }, - "title": "License Files", - "type": "array" - }, - "license_id": { - "maxLength": 128, - "minLength": 1, - "title": "License Id", - "type": "string" - }, - "platform": { - "maxLength": 128, - "minLength": 1, - "title": "Platform", - "type": "string" - }, - "provider": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z0-9]+(?:[._-][a-z0-9]+)*$", - "title": "Provider", - "type": "string" - }, - "runtime_version": { - "const": "1", - "default": "1", - "title": "Runtime Version", - "type": "string" - }, - "version": { - "anyOf": [ - { - "maxLength": 128, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Version" - } - }, - "required": [ - "provider", - "availability", - "platform", - "install_tier", - "license_id" - ], - "title": "CapabilityProviderRuntime", - "type": "object" -} - added
Output schema / $defs / OperationBrowseCardAdded value: +{ + "additionalProperties": false, + "description": "One compact operation card in deterministic catalog order.", + "properties": { + "description": { + "maxLength": 512, + "minLength": 1, + "title": "Description", + "type": "string" + }, + "operation_id": { + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" + }, + "tags": { + "default": [], + "items": { + "type": "string" + }, + "title": "Tags", + "type": "array" + }, + "title": { + "maxLength": 128, + "minLength": 1, + "title": "Title", + "type": "string" + } + }, + "required": [ + "operation_id", + "title", + "description" + ], + "title": "OperationBrowseCard", + "type": "object" +} - added
Output schema / $defs / OperationBrowseResultAdded value: +{ + "additionalProperties": false, + "properties": { + "catalog_resource": { + "const": "operation://catalog", + "default": "operation://catalog", + "title": "Catalog Resource", + "type": "string" + }, + "discovery_version": { + "const": "1", + "title": "Discovery Version", + "type": "string" + }, + "domain": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Domain" + }, + "kind": { + "const": "browse", + "title": "Kind", + "type": "string" + }, + "next_cursor": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Next Cursor" + }, + "operation_metadata_truncated": { + "default": false, + "title": "Operation Metadata Truncated", + "type": "boolean" + }, + "operations": { + "items": { + "$ref": "#/$defs/OperationBrowseCard" + }, + "title": "Operations", + "type": "array" + }, + "response_byte_limit": { + "title": "Response Byte Limit", + "type": "integer" + }, + "total_operations": { + "title": "Total Operations", + "type": "integer" + }, + "truncated": { + "title": "Truncated", + "type": "boolean" + }, + "truncation_reason": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Truncation Reason" + } + }, + "required": [ + "kind", + "discovery_version", + "operations", + "total_operations", + "truncated", + "response_byte_limit" + ], + "title": "OperationBrowseResult", + "type": "object" +} - added
Output schema / $defs / OperationDescriptorAdded value: +{ + "additionalProperties": false, + "description": "One installed operation advertised by the immutable catalog.", + "properties": { + "description": { + "maxLength": 512, + "minLength": 1, + "title": "Description", + "type": "string" + }, + "descriptor_version": { + "const": "1", + "default": "1", + "title": "Descriptor Version", + "type": "string" + }, + "examples": { + "default": [], + "items": { + "$ref": "#/$defs/OperationExample" + }, + "title": "Examples", + "type": "array" + }, + "input_schema": { + "additionalProperties": true, + "title": "Input Schema", + "type": "object" + }, + "operation_id": { + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" + }, + "output_schema": { + "additionalProperties": true, + "title": "Output Schema", + "type": "object" + }, + "read_only": { + "default": false, + "title": "Read Only", + "type": "boolean" + }, + "tags": { + "default": [], + "items": { + "type": "string" + }, + "title": "Tags", + "type": "array" + }, + "title": { + "maxLength": 128, + "minLength": 1, + "title": "Title", + "type": "string" + }, + "version": { + "maxLength": 64, + "minLength": 1, + "title": "Version", + "type": "string" + } + }, + "required": [ + "operation_id", + "version", + "title", + "description", + "input_schema", + "output_schema" + ], + "title": "OperationDescriptor", + "type": "object" +} - added
Output schema / $defs / OperationDiscoveryErrorAdded value: +{ + "additionalProperties": false, + "properties": { + "error": { + "$ref": "#/$defs/OperationDiscoveryErrorDetail" + }, + "kind": { + "const": "error", + "title": "Kind", + "type": "string" + } + }, + "required": [ + "kind", + "error" + ], + "title": "OperationDiscoveryError", + "type": "object" +} - added
Output schema / $defs / OperationDiscoveryErrorDetailAdded value: +{ + "additionalProperties": false, + "properties": { + "code": { + "enum": [ + "INVALID_CURSOR", + "UNKNOWN_OPERATION" + ], + "title": "Code", + "type": "string" + }, + "hint": { + "title": "Hint", + "type": "string" + }, + "message": { + "title": "Message", + "type": "string" + }, + "stage": { + "enum": [ + "operation_discovery", + "operation_resolution" + ], + "title": "Stage", + "type": "string" + } + }, + "required": [ + "code", + "stage", + "message", + "hint" + ], + "title": "OperationDiscoveryErrorDetail", + "type": "object" +} - added
Output schema / $defs / OperationDiscoveryMatchAdded value: +{ + "additionalProperties": false, + "description": "One compact installed outcome returned by operation discovery.", + "properties": { + "applicability": { + "enum": [ + "INCOMPATIBLE", + "NEEDS_MORE_TYPED_REQUIREMENTS" + ], + "title": "Applicability", + "type": "string" + }, + "applicability_code": { + "const": "FULL_REQUEST_REQUIRED", + "title": "Applicability Code", + "type": "string" + }, + "description": { + "maxLength": 512, + "minLength": 1, + "title": "Description", + "type": "string" + }, + "operation_id": { + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" + }, + "relevance_score": { + "default": 0, + "minimum": 0, + "title": "Relevance Score", + "type": "integer" + }, + "tags": { + "default": [], + "items": { + "type": "string" + }, + "title": "Tags", + "type": "array" + }, + "title": { + "maxLength": 128, + "minLength": 1, + "title": "Title", + "type": "string" + } + }, + "required": [ + "operation_id", + "title", + "description", + "applicability", + "applicability_code" + ], + "title": "OperationDiscoveryMatch", + "type": "object" +} - added
Output schema / $defs / OperationExampleAdded value: +{ + "additionalProperties": false, + "description": "One operator-authored, schema-valid example.", + "properties": { + "description": { + "maxLength": 256, + "minLength": 1, + "title": "Description", + "type": "string" + }, + "input": { + "additionalProperties": true, + "title": "Input", + "type": "object" + }, + "name": { + "maxLength": 64, + "minLength": 1, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)*$", + "title": "Name", + "type": "string" + } + }, + "required": [ + "name", + "description", + "input" + ], + "title": "OperationExample", + "type": "object" +} - added
Output schema / $defs / OperationInspectionResultAdded value: +{ + "additionalProperties": false, + "properties": { + "kind": { + "const": "operation", + "title": "Kind", + "type": "string" + }, + "operation": { + "$ref": "#/$defs/OperationDescriptor" + } + }, + "required": [ + "kind", + "operation" + ], + "title": "OperationInspectionResult", + "type": "object" +} - added
Output schema / $defs / OperationSearchResultAdded value: +{ + "additionalProperties": false, + "properties": { + "catalog_resource": { + "const": "operation://catalog", + "default": "operation://catalog", + "title": "Catalog Resource", + "type": "string" + }, + "discovery_version": { + "const": "1", + "title": "Discovery Version", + "type": "string" + }, + "domain": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Domain" + }, + "kind": { + "const": "discovery", + "title": "Kind", + "type": "string" + }, + "match_metadata_truncated": { + "default": false, + "title": "Match Metadata Truncated", + "type": "boolean" + }, + "matches": { + "items": { + "$ref": "#/$defs/OperationDiscoveryMatch" + }, + "title": "Matches", + "type": "array" + }, + "next_cursor": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Next Cursor" + }, + "query": { + "title": "Query", + "type": "string" + }, + "response_byte_limit": { + "title": "Response Byte Limit", + "type": "integer" + }, + "total_matches": { + "title": "Total Matches", + "type": "integer" + }, + "truncated": { + "title": "Truncated", + "type": "boolean" + }, + "truncation_reason": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Truncation Reason" + } + }, + "required": [ + "kind", + "discovery_version", + "query", + "matches", + "total_matches", + "truncated", + "response_byte_limit" + ], + "title": "OperationSearchResult", + "type": "object" +} - removed
Output schema / $defs / _CapabilityDescriptorProjectionRemoved value: -{ - "additionalProperties": false, - "description": "Typed SUMMARY/CONTRACT projection used only at the MCP boundary.", - "properties": { - "accepted_artifact_types": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Accepted Artifact Types", - "type": "array" - }, - "accepted_input_kinds": { - "items": { - "$ref": "#/$defs/CapabilityInputKind" - }, - "title": "Accepted Input Kinds", - "type": "array" - }, - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "description": { - "title": "Description", - "type": "string" - }, - "has_invocation_examples": { - "anyOf": [ - { - "type": "boolean" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Has Invocation Examples" - }, - "input_schema": { - "anyOf": [ - { - "additionalProperties": true, - "type": "object" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Input Schema" - }, - "input_schema_summary": { - "anyOf": [ - { - "$ref": "#/$defs/_SchemaSummary" - }, - { - "type": "null" - } - ], - "default": null - }, - "output_schema_summary": { - "$ref": "#/$defs/_SchemaSummary" - }, - "produced_artifact_types": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Produced Artifact Types", - "type": "array" - }, - "provider": { - "title": "Provider", - "type": "string" - }, - "provider_runtime": { - "anyOf": [ - { - "$ref": "#/$defs/_ProviderRuntimeProjection" - }, - { - "type": "null" - } - ] - }, - "tags": { - "anyOf": [ - { - "items": { - "type": "string" - }, - "type": "array" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Tags" - }, - "title": { - "title": "Title", - "type": "string" - }, - "version": { - "title": "Version", - "type": "string" - } - }, - "required": [ - "capability_id", - "version", - "title", - "description", - "provider", - "provider_runtime", - "accepted_input_kinds", - "accepted_artifact_types", - "produced_artifact_types", - "output_schema_summary" - ], - "title": "_CapabilityDescriptorProjection", - "type": "object" -} - removed
Output schema / $defs / _CapabilityDiscoveryErrorRemoved value: -{ - "additionalProperties": false, - "properties": { - "error": { - "$ref": "#/$defs/_CapabilityDiscoveryErrorDetail" - }, - "kind": { - "const": "error", - "title": "Kind", - "type": "string" - } - }, - "required": [ - "kind", - "error" - ], - "title": "_CapabilityDiscoveryError", - "type": "object" -} - removed
Output schema / $defs / _CapabilityDiscoveryErrorDetailRemoved value: -{ - "additionalProperties": false, - "properties": { - "available_recovery_paths": { - "default": [], - "items": { - "anyOf": [ - { - "$ref": "#/$defs/_CapabilitySearchRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryInspectCatalogRecoveryPath" - } - ] - }, - "title": "Available Recovery Paths", - "type": "array" - }, - "code": { - "enum": [ - "INVALID_CURSOR", - "UNKNOWN_CAPABILITY" - ], - "title": "Code", - "type": "string" - }, - "hint": { - "title": "Hint", - "type": "string" - }, - "message": { - "title": "Message", - "type": "string" - }, - "nearby_capability_ids": { - "default": [], - "items": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - "title": "Nearby Capability Ids", - "type": "array" - }, - "stage": { - "enum": [ - "capability_discovery", - "capability_resolution" - ], - "title": "Stage", - "type": "string" - } - }, - "required": [ - "code", - "stage", - "message", - "hint" - ], - "title": "_CapabilityDiscoveryErrorDetail", - "type": "object" -} - removed
Output schema / $defs / _CapabilityDiscoveryOperationCardRemoved value: -{ - "additionalProperties": false, - "properties": { - "accepted_artifact_types": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Accepted Artifact Types", - "type": "array" - }, - "accepted_input_kinds": { - "items": { - "$ref": "#/$defs/CapabilityInputKind" - }, - "title": "Accepted Input Kinds", - "type": "array" - }, - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "description": { - "maxLength": 512, - "minLength": 1, - "title": "Description", - "type": "string" - }, - "has_invocation_examples": { - "default": false, - "title": "Has Invocation Examples", - "type": "boolean" - }, - "input_schema_summary": { - "anyOf": [ - { - "$ref": "#/$defs/_SchemaSummary" - }, - { - "type": "null" - } - ], - "default": null - }, - "invocation_example": { - "anyOf": [ - { - "$ref": "#/$defs/_DiscoveryInvocationExample" - }, - { - "type": "null" - } - ], - "default": null - }, - "lexical_fit": { - "default": "WEAK_LEXICAL_MATCH", - "enum": [ - "STRONG_CANDIDATE", - "WEAK_LEXICAL_MATCH" - ], - "title": "Lexical Fit", - "type": "string" - }, - "matched_on": { - "default": [], - "items": { - "type": "string" - }, - "title": "Matched On", - "type": "array" - }, - "matched_terms": { - "default": [], - "items": { - "type": "string" - }, - "title": "Matched Terms", - "type": "array" - }, - "output_schema_summary": { - "$ref": "#/$defs/_SchemaSummary" - }, - "produced_artifact_types": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Produced Artifact Types", - "type": "array" - }, - "provider_availability": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityProviderAvailability" - }, - { - "const": "UNKNOWN", - "type": "string" - } - ], - "title": "Provider Availability" - }, - "query_coverage_milli": { - "default": 0, - "maximum": 1000, - "minimum": 0, - "title": "Query Coverage Milli", - "type": "integer" - }, - "query_term_count": { - "default": 0, - "minimum": 0, - "title": "Query Term Count", - "type": "integer" - }, - "related_capabilities": { - "items": { - "$ref": "#/$defs/_RelatedCapability" - }, - "title": "Related Capabilities", - "type": "array" - }, - "relevance_score": { - "default": 0, - "minimum": 0, - "title": "Relevance Score", - "type": "integer" - }, - "scope": { - "const": "EXACT_SUPPLIED_INPUT_OR_CLAIM", - "title": "Scope", - "type": "string" - }, - "tags": { - "default": [], - "items": { - "type": "string" - }, - "title": "Tags", - "type": "array" - }, - "title": { - "maxLength": 128, - "minLength": 1, - "title": "Title", - "type": "string" - } - }, - "required": [ - "capability_id", - "title", - "description", - "accepted_input_kinds", - "accepted_artifact_types", - "produced_artifact_types", - "output_schema_summary", - "scope", - "provider_availability", - "related_capabilities" - ], - "title": "_CapabilityDiscoveryOperationCard", - "type": "object" -} - removed
Output schema / $defs / _CapabilityDiscoveryResultRemoved value: -{ - "additionalProperties": false, - "properties": { - "artifact_type": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Artifact Type" - }, - "available_domains": { - "items": { - "type": "string" - }, - "title": "Available Domains", - "type": "array" - }, - "available_domains_total": { - "title": "Available Domains Total", - "type": "integer" - }, - "available_domains_truncated": { - "title": "Available Domains Truncated", - "type": "boolean" - }, - "available_recovery_paths": { - "items": { - "discriminator": { - "mapping": { - "browse": "#/$defs/CapabilityDiscoveryBrowseRecoveryPath", - "inspect_catalog": "#/$defs/CapabilityDiscoveryInspectCatalogRecoveryPath", - "reformulate_query": "#/$defs/CapabilityDiscoveryReformulateQueryRecoveryPath", - "remove_filters": "#/$defs/CapabilityDiscoveryRemoveFiltersRecoveryPath", - "remove_unknown_domain_filter": "#/$defs/CapabilityDiscoveryRemoveUnknownDomainRecoveryPath" - }, - "propertyName": "action" - }, - "oneOf": [ - { - "$ref": "#/$defs/CapabilityDiscoveryReformulateQueryRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryRemoveUnknownDomainRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryRemoveFiltersRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryBrowseRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryInspectCatalogRecoveryPath" - } - ] - }, - "title": "Available Recovery Paths", - "type": "array" - }, - "catalog_digest": { - "title": "Catalog Digest", - "type": "string" - }, - "catalog_version": { - "title": "Catalog Version", - "type": "string" - }, - "discovery_version": { - "const": "1", - "title": "Discovery Version", - "type": "string" - }, - "domain": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" - }, - "domain_filter_basis": { - "title": "Domain Filter Basis", - "type": "string" - }, - "domain_filter_status": { - "enum": [ - "UNFILTERED", - "MATCHED", - "UNKNOWN" - ], - "title": "Domain Filter Status", - "type": "string" - }, - "kind": { - "const": "discovery", - "title": "Kind", - "type": "string" - }, - "match_metadata_truncated": { - "title": "Match Metadata Truncated", - "type": "boolean" - }, - "matches": { - "items": { - "$ref": "#/$defs/_CapabilityDiscoveryOperationCard" - }, - "title": "Matches", - "type": "array" - }, - "next_cursor": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Next Cursor" - }, - "policy_digest": { - "title": "Policy Digest", - "type": "string" - }, - "policy_profile": { - "title": "Policy Profile", - "type": "string" - }, - "portfolio_fit": { - "enum": [ - "UNFILTERED", - "STRONG_CANDIDATES_FOUND", - "ONLY_WEAK_LEXICAL_MATCHES", - "NO_LEXICAL_MATCHES" - ], - "title": "Portfolio Fit", - "type": "string" - }, - "portfolio_fit_basis": { - "title": "Portfolio Fit Basis", - "type": "string" - }, - "query": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Query" - }, - "recovery_paths_are_unranked": { - "title": "Recovery Paths Are Unranked", - "type": "boolean" - }, - "related_capabilities_truncated": { - "title": "Related Capabilities Truncated", - "type": "boolean" - }, - "resolved_input_kind": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityInputKind" - }, - { - "type": "null" - } - ], - "default": null - }, - "response_byte_limit": { - "title": "Response Byte Limit", - "type": "integer" - }, - "routing_basis": { - "title": "Routing Basis", - "type": "string" - }, - "routing_status": { - "enum": [ - "UNFILTERED", - "ROUTES_FOUND", - "NO_ROUTE" - ], - "title": "Routing Status", - "type": "string" - }, - "total_matches": { - "title": "Total Matches", - "type": "integer" - }, - "truncated": { - "title": "Truncated", - "type": "boolean" - }, - "truncation_reason": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Truncation Reason" - } - }, - "required": [ - "policy_profile", - "policy_digest", - "kind", - "catalog_version", - "catalog_digest", - "discovery_version", - "domain_filter_status", - "domain_filter_basis", - "routing_status", - "routing_basis", - "matches", - "total_matches", - "truncated", - "available_domains", - "portfolio_fit", - "portfolio_fit_basis", - "available_recovery_paths", - "recovery_paths_are_unranked", - "response_byte_limit", - "available_domains_total", - "available_domains_truncated", - "related_capabilities_truncated", - "match_metadata_truncated" - ], - "title": "_CapabilityDiscoveryResult", - "type": "object" -} - removed
Output schema / $defs / _CapabilityInspectionResultRemoved value: -{ - "additionalProperties": false, - "properties": { - "cache": { - "anyOf": [ - { - "$ref": "#/$defs/_LeanCacheDescription" - }, - { - "type": "null" - } - ], - "default": null - }, - "capability": { - "anyOf": [ - { - "$ref": "#/$defs/_CapabilityDescriptorProjection" - }, - { - "$ref": "#/$defs/CapabilityDescriptor" - } - ], - "title": "Capability" - }, - "invocations": { - "anyOf": [ - { - "items": { - "$ref": "#/$defs/_CapabilityInvocation" - }, - "type": "array" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Invocations" - }, - "kind": { - "const": "capability", - "title": "Kind", - "type": "string" - }, - "next_views": { - "anyOf": [ - { - "$ref": "#/$defs/_NextCapabilityViews" - }, - { - "type": "null" - } - ], - "default": null - }, - "policy_digest": { - "title": "Policy Digest", - "type": "string" - }, - "policy_profile": { - "title": "Policy Profile", - "type": "string" - }, - "related_capabilities": { - "anyOf": [ - { - "items": { - "$ref": "#/$defs/_RelatedCapability" - }, - "type": "array" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Related Capabilities" - }, - "related_capabilities_byte_limit": { - "title": "Related Capabilities Byte Limit", - "type": "integer" - }, - "related_capabilities_truncated": { - "title": "Related Capabilities Truncated", - "type": "boolean" - }, - "scope_rule": { - "$ref": "#/$defs/_CapabilityScopeRule" - }, - "synchronous_execution": { - "anyOf": [ - { - "$ref": "#/$defs/_SynchronousExecution" - }, - { - "type": "null" - } - ], - "default": null - }, - "truncation_reason": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Truncation Reason" - }, - "view": { - "enum": [ - "SUMMARY", - "CONTRACT", - "FULL" - ], - "title": "View", - "type": "string" - } - }, - "required": [ - "policy_profile", - "policy_digest", - "kind", - "view", - "capability", - "scope_rule", - "related_capabilities_byte_limit", - "related_capabilities_truncated" - ], - "title": "_CapabilityInspectionResult", - "type": "object" -} - removed
Output schema / $defs / _CapabilityInvocationRemoved value: -{ - "additionalProperties": false, - "properties": { - "arguments": { - "$ref": "#/$defs/_CapabilityInvocationArguments" - }, - "description": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Description" - }, - "name": { - "title": "Name", - "type": "string" - }, - "tool": { - "const": "math.run", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "name", - "tool", - "arguments" - ], - "title": "_CapabilityInvocation", - "type": "object" -} - removed
Output schema / $defs / _CapabilityInvocationArgumentsRemoved value: -{ - "additionalProperties": false, - "properties": { - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "payload": { - "additionalProperties": true, - "title": "Payload", - "type": "object" - } - }, - "required": [ - "capability_id", - "payload" - ], - "title": "_CapabilityInvocationArguments", - "type": "object" -} - removed
Output schema / $defs / _CapabilityScopeRuleRemoved value: -{ - "additionalProperties": false, - "properties": { - "bounded_repetition": { - "title": "Bounded Repetition", - "type": "string" - }, - "conclusion_scope": { - "const": "Only the exact supplied input or claim is covered.", - "title": "Conclusion Scope", - "type": "string" - } - }, - "required": [ - "conclusion_scope", - "bounded_repetition" - ], - "title": "_CapabilityScopeRule", - "type": "object" -} - removed
Output schema / $defs / _CapabilitySearchArgumentsRemoved value: -{ - "additionalProperties": false, - "properties": { - "limit": { - "const": 5, - "default": 5, - "title": "Limit", - "type": "integer" - }, - "query": { - "title": "Query", - "type": "string" - } - }, - "required": [ - "query" - ], - "title": "_CapabilitySearchArguments", - "type": "object" -} - removed
Output schema / $defs / _CapabilitySearchRecoveryPathRemoved value: -{ - "additionalProperties": false, - "properties": { - "action": { - "const": "search", - "title": "Action", - "type": "string" - }, - "arguments": { - "$ref": "#/$defs/_CapabilitySearchArguments" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action", - "arguments" - ], - "title": "_CapabilitySearchRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / _DiscoveryInvocationExampleRemoved value: -{ - "additionalProperties": false, - "properties": { - "payload": { - "additionalProperties": true, - "title": "Payload", - "type": "object" - } - }, - "required": [ - "payload" - ], - "title": "_DiscoveryInvocationExample", - "type": "object" -} - removed
Output schema / $defs / _LeanCacheDescriptionRemoved value: -{ - "additionalProperties": false, - "properties": { - "key": { - "title": "Key", - "type": "string" - }, - "mathlib_warmup": { - "$ref": "#/$defs/_LeanWarmupHealth" - }, - "max_entries": { - "title": "Max Entries", - "type": "integer" - }, - "warmup_environment_variable": { - "const": "JACOBIAN_LEAN_WARMUP=1", - "title": "Warmup Environment Variable", - "type": "string" - } - }, - "required": [ - "key", - "max_entries", - "warmup_environment_variable", - "mathlib_warmup" - ], - "title": "_LeanCacheDescription", - "type": "object" -} - removed
Output schema / $defs / _LeanWarmupHealthRemoved value: -{ - "additionalProperties": false, - "properties": { - "detail": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Detail" - }, - "status": { - "title": "Status", - "type": "string" - } - }, - "required": [ - "status", - "detail" - ], - "title": "_LeanWarmupHealth", - "type": "object" -} - removed
Output schema / $defs / _NextCapabilityViewsRemoved value: -{ - "additionalProperties": false, - "properties": { - "CONTRACT": { - "title": "Contract", - "type": "string" - }, - "FULL": { - "title": "Full", - "type": "string" - } - }, - "required": [ - "CONTRACT", - "FULL" - ], - "title": "_NextCapabilityViews", - "type": "object" -} - removed
Output schema / $defs / _ProviderRuntimeProjectionRemoved value: -{ - "additionalProperties": false, - "properties": { - "availability": { - "$ref": "#/$defs/CapabilityProviderAvailability" - }, - "checker_ids": { - "default": [], - "items": { - "pattern": "^checker://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Checker Ids", - "type": "array" - }, - "diagnostic": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Diagnostic" - }, - "digest": { - "anyOf": [ - { - "pattern": "^sha256:[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Digest" - }, - "version": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Version" - } - }, - "required": [ - "availability" - ], - "title": "_ProviderRuntimeProjection", - "type": "object" -} - removed
Output schema / $defs / _RelatedCapabilityRemoved value: -{ - "additionalProperties": false, - "properties": { - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "kind": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityCatalogRelationshipKind" - }, - { - "type": "null" - } - ], - "default": null - }, - "relationship": { - "title": "Relationship", - "type": "string" - } - }, - "required": [ - "capability_id", - "relationship" - ], - "title": "_RelatedCapability", - "type": "object" -} - removed
Output schema / $defs / _SchemaSummaryRemoved value: -{ - "additionalProperties": false, - "description": "Bounded facts extracted from a capability JSON Schema.", - "properties": { - "$ref": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "$Ref" - }, - "any_of_variants": { - "anyOf": [ - { - "type": "integer" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Any Of Variants" - }, - "one_of_variants": { - "anyOf": [ - { - "type": "integer" - }, - { - "type": "null" - } - ], - "default": null, - "title": "One Of Variants" - }, - "property_names": { - "items": { - "type": "string" - }, - "title": "Property Names", - "type": "array" - }, - "required": { - "items": { - "type": "string" - }, - "title": "Required", - "type": "array" - }, - "type": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Type" - } - }, - "required": [ - "type", - "required", - "property_names" - ], - "title": "_SchemaSummary", - "type": "object" -} - removed
Output schema / $defs / _SynchronousExecutionRemoved value: -{ - "additionalProperties": false, - "properties": { - "backend_suitability": { - "title": "Backend Suitability", - "type": "string" - }, - "larger_search_requires_multiple_bounded_invocations": { - "title": "Larger Search Requires Multiple Bounded Invocations", - "type": "boolean" - }, - "remote_safe_wall_seconds_max": { - "title": "Remote Safe Wall Seconds Max", - "type": "integer" - }, - "timeout_is_a_non_conclusion": { - "title": "Timeout Is A Non Conclusion", - "type": "boolean" - } - }, - "required": [ - "remote_safe_wall_seconds_max", - "timeout_is_a_non_conclusion", - "larger_search_requires_multiple_bounded_invocations", - "backend_suitability" - ], - "title": "_SynchronousExecution", - "type": "object" -} - changed
Output schema / descriptionPrevious value: -"Closed, discriminated structured output for math.find."New value: +"Closed discriminated output returned directly through MCP SDK 2.0." - added
Output schema / discriminator / mapping / browseAdded value: +"#/$defs/OperationBrowseResult" - removed
Output schema / discriminator / mapping / capabilityRemoved value: -"#/$defs/_CapabilityInspectionResult" - changed
Output schema / discriminator / mapping / discoveryPrevious value: -"#/$defs/_CapabilityDiscoveryResult"New value: +"#/$defs/OperationSearchResult" - changed
Output schema / discriminator / mapping / errorPrevious value: -"#/$defs/_CapabilityDiscoveryError"New value: +"#/$defs/OperationDiscoveryError" - added
Output schema / discriminator / mapping / operationAdded value: +"#/$defs/OperationInspectionResult" - changed
Output schema / oneOfPrevious value: -[ - { - "$ref": "#/$defs/_CapabilityDiscoveryResult" - }, - { - "$ref": "#/$defs/_CapabilityInspectionResult" - }, - { - "$ref": "#/$defs/_CapabilityDiscoveryError" - } -]New value: +[ + { + "$ref": "#/$defs/OperationSearchResult" + }, + { + "$ref": "#/$defs/OperationBrowseResult" + }, + { + "$ref": "#/$defs/OperationInspectionResult" + }, + { + "$ref": "#/$defs/OperationDiscoveryError" + } +] - changed
Output schema / titlePrevious value: -"CapabilityDiscoveryResponse"New value: +"OperationFindResponse"
- Changed
math.run25 fields changed- removed
Input schema / additionalPropertiesRemoved value: -false - removed
Input schema / properties / capability_idRemoved value: -{ - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" -} - added
Input schema / properties / operation_idAdded value: +{ + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" +} - changed
Input schema / requiredPrevious value: -[ - "capability_id", - "payload" -]New value: +[ + "operation_id", + "payload" +] - changed
Input schema / titlePrevious value: -"capability_invokeArguments"New value: +"math_runArguments" - removed
Output schema / $defsRemoved value: -{ - "CapabilityAssurance": { - "additionalProperties": false, - "properties": { - "basis": { - "maxLength": 1024, - "minLength": 1, - "title": "Basis", - "type": "string" - }, - "level": { - "$ref": "#/$defs/CapabilityAssuranceLevel" - }, - "verification_record_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Verification Record Uri" - } - }, - "required": [ - "level", - "basis" - ], - "title": "CapabilityAssurance", - "type": "object" - }, - "CapabilityAssuranceLevel": { - "description": "Coarse model-facing assurance without hiding the detailed result record.", - "enum": [ - "HEURISTIC", - "COMPUTED", - "VERIFIED" - ], - "title": "CapabilityAssuranceLevel", - "type": "string" - }, - "CapabilityCompleteness": { - "additionalProperties": false, - "description": "Coverage claim over the result's exact declared scope.", - "properties": { - "assurance_level": { - "$ref": "#/$defs/CapabilityAssuranceLevel", - "default": "HEURISTIC" - }, - "basis": { - "maxLength": 1024, - "minLength": 1, - "title": "Basis", - "type": "string" - }, - "status": { - "$ref": "#/$defs/CapabilityCompletenessStatus", - "default": "NOT_APPLICABLE" - }, - "verification_record_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Verification Record Uri" - } - }, - "required": [ - "basis" - ], - "title": "CapabilityCompleteness", - "type": "object" - }, - "CapabilityCompletenessStatus": { - "description": "How much of the explicitly declared scope an operation covered.", - "enum": [ - "NOT_APPLICABLE", - "UNKNOWN", - "PARTIAL", - "COMPLETE" - ], - "title": "CapabilityCompletenessStatus", - "type": "string" - }, - "CapabilityDiagnostic": { - "additionalProperties": false, - "description": "Actionable, stage-aware failure information without a truth claim.", - "properties": { - "actual_type": { - "anyOf": [ - { - "maxLength": 128, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Actual Type" - }, - "code": { - "pattern": "^[A-Z][A-Z0-9_]{2,63}$", - "title": "Code", - "type": "string" - }, - "details": { - "additionalProperties": true, - "title": "Details", - "type": "object" - }, - "expected": { - "anyOf": [ - { - "maxLength": 1024, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Expected" - }, - "hint": { - "anyOf": [ - { - "maxLength": 1024, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Hint" - }, - "message": { - "maxLength": 1024, - "minLength": 1, - "title": "Message", - "type": "string" - }, - "path": { - "anyOf": [ - { - "maxLength": 512, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Path" - }, - "schema_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Schema Uri" - }, - "stage": { - "pattern": "^[a-z][a-z0-9_]{1,63}$", - "title": "Stage", - "type": "string" - } - }, - "required": [ - "code", - "stage", - "message" - ], - "title": "CapabilityDiagnostic", - "type": "object" - }, - "CapabilityObligation": { - "additionalProperties": false, - "description": "One materialized proof obligation and its checker-backed lifecycle.", - "properties": { - "obligation_uri": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "title": "Obligation Uri", - "type": "string" - }, - "status": { - "$ref": "#/$defs/CapabilityObligationStatus", - "default": "OPEN" - }, - "verification_record_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Verification Record Uri" - } - }, - "required": [ - "obligation_uri" - ], - "title": "CapabilityObligation", - "type": "object" - }, - "CapabilityObligationStatus": { - "description": "Lifecycle of a proof obligation created by a capability.", - "enum": [ - "OPEN", - "DISCHARGED" - ], - "title": "CapabilityObligationStatus", - "type": "string" - }, - "CapabilityRelationship": { - "additionalProperties": false, - "description": "A domain-owned relationship between exact immutable artifacts.", - "properties": { - "obligation_uris": { - "default": [], - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Obligation Uris", - "type": "array" - }, - "relation_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Relation Id", - "type": "string" - }, - "source_artifact_uris": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Source Artifact Uris", - "type": "array" - }, - "status": { - "$ref": "#/$defs/CapabilityRelationshipStatus", - "default": "PROPOSED" - }, - "target_artifact_uris": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Target Artifact Uris", - "type": "array" - }, - "verification_record_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Verification Record Uri" - } - }, - "required": [ - "relation_id", - "source_artifact_uris", - "target_artifact_uris" - ], - "title": "CapabilityRelationship", - "type": "object" - }, - "CapabilityRelationshipStatus": { - "description": "Whether a returned mathematical relationship has checker backing.", - "enum": [ - "PROPOSED", - "VERIFIED" - ], - "title": "CapabilityRelationshipStatus", - "type": "string" - }, - "CapabilityScope": { - "additionalProperties": false, - "description": "Domain-owned scope parameters, optionally materialized as an artifact.", - "properties": { - "artifact_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Artifact Uri" - }, - "description": { - "anyOf": [ - { - "maxLength": 512, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Description" - }, - "parameters": { - "additionalProperties": true, - "title": "Parameters", - "type": "object" - } - }, - "title": "CapabilityScope", - "type": "object" - }, - "Execution": { - "additionalProperties": false, - "properties": { - "detail": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Detail" - }, - "runtime_ms": { - "anyOf": [ - { - "minimum": 0, - "type": "integer" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Runtime Ms" - }, - "status": { - "$ref": "#/$defs/ExecutionStatus" - } - }, - "required": [ - "status" - ], - "title": "Execution", - "type": "object" - }, - "ExecutionStatus": { - "description": "Operational completion state, independent of mathematical truth.", - "enum": [ - "COMPLETED", - "TIMEOUT", - "CANCELLED", - "ERROR" - ], - "title": "ExecutionStatus", - "type": "string" - } -} - changed
Output schema / descriptionPrevious value: -"Capability invocation result."New value: +"The final transport envelope around one direct mathematical result." - removed
Output schema / properties / artifact_urisRemoved value: -{ - "default": [], - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Artifact Uris", - "type": "array" -} - removed
Output schema / properties / assuranceRemoved value: -{ - "$ref": "#/$defs/CapabilityAssurance" -} - removed
Output schema / properties / capability_idRemoved value: -{ - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" -} - removed
Output schema / properties / capability_versionRemoved value: -{ - "maxLength": 64, - "minLength": 1, - "title": "Capability Version", - "type": "string" -} - removed
Output schema / properties / completenessRemoved value: -{ - "$ref": "#/$defs/CapabilityCompleteness" -} - removed
Output schema / properties / diagnosticsRemoved value: -{ - "default": [], - "items": { - "$ref": "#/$defs/CapabilityDiagnostic" - }, - "title": "Diagnostics", - "type": "array" -} - removed
Output schema / properties / executionRemoved value: -{ - "$ref": "#/$defs/Execution" -} - removed
Output schema / properties / obligationsRemoved value: -{ - "default": [], - "items": { - "$ref": "#/$defs/CapabilityObligation" - }, - "title": "Obligations", - "type": "array" -} - added
Output schema / properties / operation_idAdded value: +{ + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" +} - added
Output schema / properties / operation_versionAdded value: +{ + "maxLength": 64, + "minLength": 1, + "title": "Operation Version", + "type": "string" +} - removed
Output schema / properties / providerRemoved value: -{ - "anyOf": [ - { - "maxLength": 128, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Provider" -} - removed
Output schema / properties / provider_digestRemoved value: -{ - "anyOf": [ - { - "pattern": "^sha256:[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Provider Digest" -} - removed
Output schema / properties / relationshipsRemoved value: -{ - "default": [], - "items": { - "$ref": "#/$defs/CapabilityRelationship" - }, - "title": "Relationships", - "type": "array" -} - removed
Output schema / properties / response_versionRemoved value: -{ - "const": "2", - "default": "2", - "title": "Response Version", - "type": "string" -} - added
Output schema / properties / runtime_msAdded value: +{ + "minimum": 0, + "title": "Runtime Ms", + "type": "integer" +} - removed
Output schema / properties / scopeRemoved value: -{ - "anyOf": [ - { - "$ref": "#/$defs/CapabilityScope" - }, - { - "type": "null" - } - ], - "default": null -} - changed
Output schema / requiredPrevious value: -[ - "capability_id", - "capability_version", - "execution", - "assurance" -]New value: +[ + "operation_id", + "operation_version", + "runtime_ms", + "output" +] - changed
Output schema / titlePrevious value: -"CapabilityResult"New value: +"OperationResult"
2 tool updates
v0.7.3- Changed
math.find21 fields changed- removed
Input schema / $defs / CapabilityModeRemoved value: -{ - "description": "The low-friction exploration and explicit verification lanes.", - "enum": [ - "EXPLORE", - "VERIFY" - ], - "title": "CapabilityMode", - "type": "string" -} - changed
Input schema / properties / cursor / descriptionPrevious value: -"Opaque continuation ID from next_cursor. Reuse the same query, domain, mode, input kind, artifact type, and limit."New value: +"Opaque continuation ID from next_cursor. Reuse the same query, domain, input kind, artifact type, and limit." - removed
Input schema / properties / modeRemoved value: -{ - "anyOf": [ - { - "$ref": "#/$defs/CapabilityMode" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Optional EXPLORE or VERIFY capability filter." -} - removed
Output schema / $defs / CapabilityDescriptor / properties / modesRemoved value: -{ - "items": { - "$ref": "#/$defs/CapabilityMode" - }, - "title": "Modes", - "type": "array" -} - changed
Output schema / $defs / CapabilityDescriptor / requiredPrevious value: -[ - "capability_id", - "version", - "title", - "description", - "provider", - "modes", - "input_schema", - "output_schema" -]New value: +[ + "capability_id", + "version", + "title", + "description", + "provider", + "input_schema", + "output_schema" +] - changed
Output schema / $defs / CapabilityDiscoveryRemoveFiltersRecoveryPath / properties / change / constPrevious value: -"Remove domain, mode, input_kind, or artifact_type filters."New value: +"Remove domain, input_kind, or artifact_type filters." - changed
Output schema / $defs / CapabilityDiscoveryRemoveFiltersRecoveryPath / properties / change / defaultPrevious value: -"Remove domain, mode, input_kind, or artifact_type filters."New value: +"Remove domain, input_kind, or artifact_type filters." - changed
Output schema / $defs / CapabilityInvocationExample / descriptionPrevious value: -"One operator-authored, schema-valid example for an advertised mode."New value: +"One operator-authored, schema-valid example." - removed
Output schema / $defs / CapabilityInvocationExample / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode" -} - changed
Output schema / $defs / CapabilityInvocationExample / requiredPrevious value: -[ - "name", - "description", - "mode", - "input" -]New value: +[ + "name", + "description", + "input" +] - removed
Output schema / $defs / CapabilityModeRemoved value: -{ - "description": "The low-friction exploration and explicit verification lanes.", - "enum": [ - "EXPLORE", - "VERIFY" - ], - "title": "CapabilityMode", - "type": "string" -} - removed
Output schema / $defs / _CapabilityDescriptorProjection / properties / modesRemoved value: -{ - "items": { - "$ref": "#/$defs/CapabilityMode" - }, - "title": "Modes", - "type": "array" -} - changed
Output schema / $defs / _CapabilityDescriptorProjection / requiredPrevious value: -[ - "capability_id", - "version", - "title", - "description", - "provider", - "provider_runtime", - "modes", - "accepted_input_kinds", - "accepted_artifact_types", - "produced_artifact_types", - "output_schema_summary" -]New value: +[ + "capability_id", + "version", + "title", + "description", + "provider", + "provider_runtime", + "accepted_input_kinds", + "accepted_artifact_types", + "produced_artifact_types", + "output_schema_summary" +] - removed
Output schema / $defs / _CapabilityDiscoveryOperationCard / properties / assurance_ceilingRemoved value: -{ - "enum": [ - "COMPUTED", - "VERIFIED" - ], - "title": "Assurance Ceiling", - "type": "string" -} - removed
Output schema / $defs / _CapabilityDiscoveryOperationCard / properties / modesRemoved value: -{ - "items": { - "$ref": "#/$defs/CapabilityMode" - }, - "title": "Modes", - "type": "array" -} - changed
Output schema / $defs / _CapabilityDiscoveryOperationCard / requiredPrevious value: -[ - "capability_id", - "title", - "description", - "modes", - "accepted_input_kinds", - "accepted_artifact_types", - "produced_artifact_types", - "output_schema_summary", - "scope", - "assurance_ceiling", - "provider_availability", - "related_capabilities" -]New value: +[ + "capability_id", + "title", + "description", + "accepted_input_kinds", + "accepted_artifact_types", + "produced_artifact_types", + "output_schema_summary", + "scope", + "provider_availability", + "related_capabilities" +] - removed
Output schema / $defs / _CapabilityDiscoveryResult / properties / modeRemoved value: -{ - "anyOf": [ - { - "$ref": "#/$defs/CapabilityMode" - }, - { - "type": "null" - } - ], - "default": null -} - removed
Output schema / $defs / _CapabilityInvocationArguments / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode" -} - changed
Output schema / $defs / _CapabilityInvocationArguments / requiredPrevious value: -[ - "capability_id", - "mode", - "payload" -]New value: +[ + "capability_id", + "payload" +] - removed
Output schema / $defs / _DiscoveryInvocationExample / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode" -} - changed
Output schema / $defs / _DiscoveryInvocationExample / requiredPrevious value: -[ - "mode", - "payload" -]New value: +[ + "payload" +]
- Changed
math.run5 fields changed- removed
Input schema / $defsRemoved value: -{ - "CapabilityMode": { - "description": "The low-friction exploration and explicit verification lanes.", - "enum": [ - "EXPLORE", - "VERIFY" - ], - "title": "CapabilityMode", - "type": "string" - } -} - removed
Input schema / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode", - "default": "EXPLORE" -} - removed
Output schema / $defs / CapabilityModeRemoved value: -{ - "description": "The low-friction exploration and explicit verification lanes.", - "enum": [ - "EXPLORE", - "VERIFY" - ], - "title": "CapabilityMode", - "type": "string" -} - removed
Output schema / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode" -} - changed
Output schema / requiredPrevious value: -[ - "capability_id", - "capability_version", - "mode", - "execution", - "assurance" -]New value: +[ + "capability_id", + "capability_version", + "execution", + "assurance" +]
4 tool updates
v0.7.2- Removed
capability.describe - Removed
capability.invoke - Added
math.find - Added
math.run
4 tool updates
v0.7.1- Changed
capability.invoke1 field changed- removed
Input schema / properties / viewRemoved value: -{ - "default": "STANDARD", - "enum": [ - "SUMMARY", - "STANDARD", - "FULL" - ], - "title": "View", - "type": "string" -}
- Removed
workspace.open - Removed
workspace.query - Removed
workspace.write
5 tool updates
v0.7.0- First observed
capability.describe - First observed
capability.invoke - First observed
workspace.open - First observed
workspace.query - First observed
workspace.write
TDQS
A4.9/5.0
Disambiguation5/5
math.find is exclusively about discovery and inspection, while math.run is exclusively about execution, so their roles do not overlap. Within math.find, match and inspect are explicitly separated via request.op with distinct purposes.
Naming Consistency5/5
Both tools follow the exact same math.<verb> naming convention with lowercase imperative verbs. This makes the namespace and action style predictable and consistent.
Tool Count4/5
Two exposed tools is at the low end of the typical range, but the server is intentionally a find-and-run facade over a larger catalog of mathematical operations. Each tool is essential and non-redundant, so the count is slightly under but reasonable.
Completeness5/5
The necessary lifecycle for the domain is fully covered: search/match for discovery, inspect for schemas and examples, and run for execution. Bulk catalog access is also mentioned via operation://catalog, so there are no obvious dead ends.
Maintenance
ActivityActive
ResponsivenessResponsive
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- AlicenseNot gradedqualityCmaintenanceAn MCP server for semantic search over 9.27 million mathematical statements from sources like arXiv and Stacks Project, offering 5 tools for filtered search, citation weighting, and dependency graph traversal.MIT
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