# OT Intel API (io.github.No3men60/ot-intel-api): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.No3men60%2Fot-intel-api/versions/latest)
- Connected to: https://ot-intel-api.onrender.com/mcp
- Homepage: https://ot-intel-api.onrender.com/SKILL.md
- Scoring rules: v2
- Tools: 40
- Average: 53.2 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how OT Intel API (io.github.No3men60/ot-intel-api)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 40 tools. Above 25, models start to tell tools apart less well.
- Major: 40 tools repeat the same note (20 words). Say it once in the server's instructions, and let each description say what only that tool does. The note does not count toward the tools' scores.

## Tools

- `getInvariantReachability`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: asset_id. Name the tool or the place that returns it, or models look it up first.
- `getRootCauseLocalization`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `getCtiArticle`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: sector.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `getGccBulletin`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `getThreatHuntControlLoop`: 48 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `getActorsBySector`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `getAiAttackFeasibility`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `getAiUplift`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `getDeviceExposure`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `getThreatActor`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `getThreatScore`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `getSectorSitrep`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getComplianceBatch`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `submitSighting`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: ioc_or_ttp_id. Name the tool or the place that returns it, or models look it up first.
- `getCampaigns`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getIocEnrichment`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getLinkedinPost`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `getMitigationMap`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `getStixCoverage`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `getXThread`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `getAdvisories`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `getActionConformance`: 55 / 100
  - Minor: Says nothing about what it returns.
- `getActorDossier`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getActorReport`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getAiExposure`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getAsnProfile`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getAssetExposure`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getClaimReliability`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getCveTriage`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `getMalwareProfile`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getPatchFeasibility`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `getPrecursorTtp`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getSectorDelta`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getVendorRisk`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getVendorRiskDelta`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `getRiskExposure`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getAnalystBrief`: 59 / 100
  - Minor: Says nothing about what it returns.
- `getSectorBrief`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `getComplianceMapping`: 60 / 100
  - Minor: No `required` list, so every argument is optional.
- `getDetectionArtifacts`: 63 / 100

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