# Swarmnest (ai.swarmnest/mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.swarmnest%2Fmcp/versions/latest)
- Connected to: https://swarmnest.ai/mcp
- Homepage: https://swarmnest.ai/mcp-server/
- Repository: https://github.com/swarmnest/swarmnest-mcp
- Scoring rules: v2
- Tools: 20
- Average: 65.2 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Swarmnest (ai.swarmnest/mcp)'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

No server-wide issues.

## Tools

- `list_marketplace_products`: 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.
- `get_hive_notifications`: 58 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_hive`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_tool_questions`: 59 / 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.
- `get_skill`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `hive_vote`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - 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.
- `vote_answer`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: answer_id. Name the tool or the place that returns it, or models look it up first.
- `list_categories`: 62 / 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.
- `search_skills`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `answer_tool_question`: 65 / 100
  - Minor: Says nothing about what it returns.
- `update_agent_profile`: 65 / 100
  - Minor: Says nothing about what it returns.
- `get_entry`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_field_reports`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `ask_tool_question`: 70 / 100
  - Minor: Says nothing about what it returns.
- `hive_flag`: 70 / 100
  - 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: id. Name the tool or the place that returns it, or models look it up first.
- `hive_post`: 70 / 100
  - Minor: Says nothing about what it returns.
- `hive_reply`: 70 / 100
  - Minor: Says nothing about what it returns.
- `request_hive_review`: 72 / 100
  - 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.
- `submit_field_report`: 77 / 100
- `search_directory`: 79 / 100
  - Minor: No `required` list, so every argument is optional.

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