json_minify
Minify JSON (remove whitespace).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| json_str | Yes | JSON to minify |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| code | No | ||
| error | No | ||
| savings | No | ||
| minified | No | ||
| minified_length | No | ||
| original_length | No |
Minify JSON (remove whitespace).
| Name | Required | Description | Default |
|---|---|---|---|
| json_str | Yes | JSON to minify |
| Name | Required | Description | Default |
|---|---|---|---|
| code | No | ||
| error | No | ||
| savings | No | ||
| minified | No | ||
| minified_length | No | ||
| original_length | No |
Changes observed during successful MCP inspections. Dates show when Glama detected each change.
Output schema / $defs / JsonMinifyResponseAdded value: +{
+ "properties": {
+ "code": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Code"
+ },
+ "error": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Error"
+ },
+ "minified": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified"
+ },
+ "minified_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified Length"
+ },
+ "original_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Original Length"
+ },
+ "savings": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Savings"
+ }
+ },
+ "title": "JsonMinifyResponse",
+ "type": "object"
+}Output schema / $defs / app__routers__encoding_utils__JsonMinifyResponseRemoved value: -{
- "properties": {
- "code": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Code"
- },
- "error": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Error"
- },
- "minified": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified"
- },
- "minified_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified Length"
- },
- "original_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Original Length"
- },
- "savings": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Savings"
- }
- },
- "title": "JsonMinifyResponse",
- "type": "object"
-}Output schema / x-fastmcp-top-level-schemaPrevious value: -"app__routers__encoding_utils__JsonMinifyResponse"New value: +"JsonMinifyResponse"Output schema / $defs / JsonMinifyResponseRemoved value: -{
- "properties": {
- "code": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Code"
- },
- "error": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Error"
- },
- "minified": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified"
- },
- "minified_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified Length"
- },
- "original_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Original Length"
- },
- "savings": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Savings"
- }
- },
- "title": "JsonMinifyResponse",
- "type": "object"
-}Output schema / $defs / app__routers__encoding_utils__JsonMinifyResponseAdded value: +{
+ "properties": {
+ "code": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Code"
+ },
+ "error": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Error"
+ },
+ "minified": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified"
+ },
+ "minified_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified Length"
+ },
+ "original_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Original Length"
+ },
+ "savings": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Savings"
+ }
+ },
+ "title": "JsonMinifyResponse",
+ "type": "object"
+}Output schema / x-fastmcp-top-level-schemaPrevious value: -"JsonMinifyResponse"New value: +"app__routers__encoding_utils__JsonMinifyResponse"Output schema / $defs / JsonMinifyResponseAdded value: +{
+ "properties": {
+ "code": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Code"
+ },
+ "error": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Error"
+ },
+ "minified": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified"
+ },
+ "minified_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified Length"
+ },
+ "original_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Original Length"
+ },
+ "savings": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Savings"
+ }
+ },
+ "title": "JsonMinifyResponse",
+ "type": "object"
+}Output schema / $defs / app__routers__encoding_utils__JsonMinifyResponseRemoved value: -{
- "properties": {
- "code": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Code"
- },
- "error": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Error"
- },
- "minified": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified"
- },
- "minified_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified Length"
- },
- "original_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Original Length"
- },
- "savings": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Savings"
- }
- },
- "title": "JsonMinifyResponse",
- "type": "object"
-}Output schema / x-fastmcp-top-level-schemaPrevious value: -"app__routers__encoding_utils__JsonMinifyResponse"New value: +"JsonMinifyResponse"Output schema / $defs / JsonMinifyResponseRemoved value: -{
- "properties": {
- "code": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Code"
- },
- "error": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Error"
- },
- "minified": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified"
- },
- "minified_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified Length"
- },
- "original_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Original Length"
- },
- "savings": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Savings"
- }
- },
- "title": "JsonMinifyResponse",
- "type": "object"
-}Output schema / $defs / app__routers__encoding_utils__JsonMinifyResponseAdded value: +{
+ "properties": {
+ "code": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Code"
+ },
+ "error": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Error"
+ },
+ "minified": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified"
+ },
+ "minified_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified Length"
+ },
+ "original_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Original Length"
+ },
+ "savings": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Savings"
+ }
+ },
+ "title": "JsonMinifyResponse",
+ "type": "object"
+}Output schema / x-fastmcp-top-level-schemaPrevious value: -"JsonMinifyResponse"New value: +"app__routers__encoding_utils__JsonMinifyResponse"Output schema / $defs / JsonMinifyResponseAdded value: +{
+ "properties": {
+ "code": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Code"
+ },
+ "error": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Error"
+ },
+ "minified": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified"
+ },
+ "minified_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Minified Length"
+ },
+ "original_length": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Original Length"
+ },
+ "savings": {
+ "anyOf": [
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "title": "Savings"
+ }
+ },
+ "title": "JsonMinifyResponse",
+ "type": "object"
+}Output schema / $defs / app__routers__encoding_utils__JsonMinifyResponseRemoved value: -{
- "properties": {
- "code": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Code"
- },
- "error": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Error"
- },
- "minified": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified"
- },
- "minified_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Minified Length"
- },
- "original_length": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Original Length"
- },
- "savings": {
- "anyOf": [
- {
- "type": "integer"
- },
- {
- "type": "null"
- }
- ],
- "title": "Savings"
- }
- },
- "title": "JsonMinifyResponse",
- "type": "object"
-}Output schema / x-fastmcp-top-level-schemaPrevious value: -"app__routers__encoding_utils__JsonMinifyResponse"New value: +"JsonMinifyResponse"Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must carry the behavioral burden. It discloses the core transformation (whitespace removal) but says nothing about behavior on invalid JSON, whether the JSON structure is preserved, or what the output exactly contains. It adds only a little more than the tool name already implies.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is four words and front-loads the operation immediately. Every word earns its place; there is no filler or redundant explanation.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a one-parameter pure transformation with an output schema, the description is mostly sufficient, but it omits any handling of invalid JSON and does not disambiguate from the sibling minify_json or connect to json_prettify. These are small but real gaps for tool selection.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The input schema already fully documents the single parameter (json_str, 'JSON to minify'), so schema coverage is 100%. The description's 'remove whitespace' adds no new parameter-level meaning, supporting the baseline 3.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a clear verb ('Minify') and resource ('JSON'), with the parenthetical 'remove whitespace' specifying the exact transformation. It is distinguishable from json_prettify by intent, but it does not explicitly differentiate itself from the nearly identical sibling minify_json, so it falls short of a 5.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance about when to prefer this tool, when not to use it, or which sibling to choose instead. Given related siblings like json_prettify and minify_json, an agent gets no routing help from the description.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.
Many tools have overlapping purposes, such as multiple random generators (random_integer, random_number), duplicate hashing functions (hash_md5, md5_checksum), and near-identical tools (compare, compare_2, compare_decimals). The sheer number of tools and lack of clear boundaries make it difficult for an agent to differentiate.
Naming is highly inconsistent. There are duplicate tools with different names (camel_case vs to_camel_case, slug vs slugify), arbitrary suffixes like '_2', and mixing of patterns (e.g., generate_password vs password_entropy). No clear convention is followed.
With 572 tools, the server is massively overpopulated for any coherent purpose. It includes trivial endpoints (true_endpoint, null, hello_world) and numerous duplicates, far exceeding a well-scoped utility set.
While the server covers many domains (math, strings, dates, colors, etc.), the presence of duplicate and trivial tools indicates a lack of thoughtful curation. There are gaps in basic operations (e.g., no dedicated file or network tools), and many tools are redundant.