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mcp-knowledge

by io.github.getgapup

capital_strategy

Read-only

Stratégie de financement — Gapup agent-payable C-suite expertise (CSO). Returns a structured, audited deliverable. Reference case: Alan assurance santé SaaS — séquence Seed→A→B→C (2016-2022). Inputs are validated server-side — send the documented case fields.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
asyncNoIf true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.
companyYes
growthPlanYes
financialPositionYes
founderConstraintsYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed9 schema fields changed
    • addedInput schema / properties / company / properties
      Added value: +{
+  "countryHQ": {
+    "maxLength": 60,
+    "minLength": 2,
+    "type": "string"
+  },
+  "foundedYear": {
+    "maximum": 2030,
+    "minimum": 1990,
+    "type": "integer"
+  },
+  "name": {
+    "maxLength": 120,
+    "minLength": 2,
+    "type": "string"
+  },
+  "pitch": {
+    "maxLength": 800,
+    "minLength": 20,
+    "type": "string"
+  },
+  "stage": {
+    "enum": [
+      "pre-seed",
+      "seed",
+      "series-a",
+      "series-b",
+      "series-c",
+      "growth",
+      "public"
+    ],
+    "type": "string"
+  },
+  "url": {
+    "format": "uri",
+    "type": "string"
+  }
+}
    • addedInput schema / properties / company / required
      Added value: +[
+  "name",
+  "pitch",
+  "stage",
+  "countryHQ",
+  "foundedYear"
+]
    • addedInput schema / properties / financialPosition / properties
      Added value: +{
+  "burnMonthlyEur": {
+    "minimum": 0,
+    "type": "number"
+  },
+  "cashEur": {
+    "minimum": 0,
+    "type": "number"
+  },
+  "cashRunwayMonths": {
+    "minimum": 0,
+    "type": "number"
+  },
+  "grossMarginPct": {
+    "maximum": 100,
+    "minimum": 0,
+    "type": "number"
+  },
+  "hasJEIStatus": {
+    "type": "boolean"
+  },
+  "hasRDEligibility": {
+    "type": "boolean"
+  }
+}
    • addedInput schema / properties / financialPosition / required
      Added value: +[
+  "cashRunwayMonths",
+  "cashEur",
+  "burnMonthlyEur",
+  "grossMarginPct"
+]
    • addedInput schema / properties / founderConstraints / properties
      Added value: +{
+  "controlRetentionPriority": {
+    "enum": [
+      "low",
+      "medium",
+      "high",
+      "absolute"
+    ],
+    "type": "string"
+  },
+  "maxDilutionFounderPct": {
+    "maximum": 100,
+    "minimum": 0,
+    "type": "number"
+  },
+  "mustAvoidInstruments": {
+    "items": {
+      "type": "string"
+    },
+    "maxItems": 5,
+    "type": "array"
+  },
+  "preferredProfile": {
+    "enum": [
+      "control-max",
+      "growth-max",
+      "risk-min"
+    ],
+    "type": "string"
+  }
+}
    • addedInput schema / properties / founderConstraints / required
      Added value: +[
+  "maxDilutionFounderPct",
+  "controlRetentionPriority"
+]
    • addedInput schema / properties / growthPlan / properties
      Added value: +{
+  "currentArrEur": {
+    "minimum": 0,
+    "type": "number"
+  },
+  "headcountNow": {
+    "minimum": 0,
+    "type": "integer"
+  },
+  "headcountTarget36m": {
+    "minimum": 0,
+    "type": "integer"
+  },
+  "keyMilestones": {
+    "items": {
+      "maxLength": 200,
+      "minLength": 10,
+      "type": "string"
+    },
+    "maxItems": 8,
+    "minItems": 2,
+    "type": "array"
+  },
+  "targetArrEur36m": {
+    "minimum": 0,
+    "type": "number"
+  }
+}
    • addedInput schema / properties / growthPlan / required
      Added value: +[
+  "currentArrEur",
+  "targetArrEur36m",
+  "headcountNow",
+  "headcountTarget36m",
+  "keyMilestones"
+]
    • addedInput schema / required
      Added value: +[
+  "company",
+  "growthPlan",
+  "financialPosition",
+  "founderConstraints"
+]
  2. First observed

TDQS

C2.9/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already indicate readOnlyHint=true, and the description adds that inputs are validated server-side and that the deliverable is 'audited'. It does not mention the async parameter or timing behavior. The description adds moderate context beyond the annotations but does not fully disclose behavioral traits.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short (three sentences) and front-loaded with the tool's purpose. However, the mix of French and English and the vague reference to 'documented case fields' could be more efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (5 top-level parameters, deep nesting, no output schema, many siblings), the description is insufficient. It omits details about the deliverable format, how to use the async parameter, and how this tool differs from similar finance strategy tools.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is very low (20%), with only the async parameter having a description. The overall description says 'send the documented case fields' but does not explain the extensive nested objects or required constraints, leaving parameters mostly unexplained.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description identifies the tool as a financing strategy ('Stratégie de financement') and states it returns a structured, audited deliverable, with a reference case for context. However, the verb is implicit ('returns') and the exact output (e.g., a report, recommendations) is ambiguous, making it less precise than ideal.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus its many siblings (e.g., cap_table_strategist, term_sheet_negotiation, funding_hunter). The description mentions 'C-suite expertise' but does not clarify when an agent should select this tool over others.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

C2.8/5.0
Disambiguation2/5

Many tools have overlapping purposes, especially in competitive intelligence, ESG, and risk assessment. For example, there are multiple tools for competitor analysis (competitive_deep_dive, competitor_intel, competitor_moves, etc.) with unclear boundaries. Agents would struggle to select the correct tool without deep understanding of subtle differences.

Naming Consistency2/5

Tool names are a mix of English and French, and follow no consistent pattern. Some use snake_case (e.g., abm_architect, action_plan_esg), while others are verb-focused (e.g., content_catalog, fx_rate). The lack of a uniform naming convention makes it hard for agents to predict tool names.

Tool Count1/5

With 271 tools, the server is excessively large. Even for a broad knowledge domain, this number of tools makes discovery and selection inefficient. Typical coherent servers have 3-15 tools; this has an order of magnitude more, indicating poor scoping.

Completeness3/5

The tool set covers many domains (compliance, finance, marketing, HR, etc.), but the coverage is uneven due to redundancy. Key areas have multiple overlapping tools, while some sub-domains may still have gaps. Overall, the surface is broad but not well-curated.

Resources