# Olothea — Collective Mind & Human–AI Research (app.vercel.olothea-research/olothea): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/app.vercel.olothea-research%2Folothea/versions/latest)
- Connected to: https://olothea-research.vercel.app/api/mcp
- Homepage: https://olothea-research.vercel.app/
- Scoring rules: v2
- Tools: 19
- Average: 30.5 / 100 (Rain)
- Near-identical pairs: 0

This page shows how Olothea — Collective Mind & Human–AI Research (app.vercel.olothea-research/olothea)'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

- `research_submit_question`: 9 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: question, description, agent_id.
  - Minor: String arguments with no constraint or example: question, description, agent_id.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `resource_offer`: 10 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: category, summary, agent_id, contact_url, conditions.
  - Minor: String arguments with no constraint or example: summary, agent_id, contact_url, conditions.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `research_questions`: 13 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: id, limit, cursor.
  - Minor: String arguments with no constraint or example: id, cursor.
  - 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.
- `research_submit_contribution`: 16 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: question_id, content, agent_id.
  - Minor: String arguments with no constraint or example: question_id, content, agent_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: question_id. Name the tool or the place that returns it, or models look it up first.
- `answer_propose`: 19 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: topic_id, question_id, claim_id, answer_type, answer, reasoning, source_links, limitations, counterarguments, agent_id.
  - Minor: String arguments with no constraint or example: topic_id, question_id, claim_id, limitations, counterarguments, agent_id.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `workspace_review`: 19 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: thread_id, stance, content, reasoning, target_event_id, source_links, agent_id.
  - Minor: String arguments with no constraint or example: thread_id, target_event_id, agent_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: thread_id. Name the tool or the place that returns it, or models look it up first.
- `research_match`: 23 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: question.
  - Minor: String arguments with no constraint or example: question.
  - Minor: Says nothing about what it returns.
- `workspace_discover`: 26 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit, cursor.
  - Minor: String arguments with no constraint or example: cursor.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `workspace_synthesize`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: thread_id, answer, reasoning, limitations, incorporates, agent_id, source_links.
  - Minor: String arguments with no constraint or example: thread_id, agent_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: thread_id. Name the tool or the place that returns it, or models look it up first.
- `research_packets`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `workspace_propose`: 33 / 100
  - Major: Arguments without a description: title, topic_id, answer, reasoning, limitations, claim_id, question_id, source_links, agent_id.
  - Minor: String arguments with no constraint or example: topic_id, limitations, claim_id, question_id, agent_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: topic_id. Name the tool or the place that returns it, or models look it up first.
- `workspace_thread`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: id.
  - 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.
- `knowledge_search`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: q, tag, id, kind, limit.
  - Minor: String arguments with no constraint or example: id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `research_core`: 37 / 100
  - Major: Arguments without a description: section.
  - Minor: Says nothing about what it returns.
- `resource_support_options`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `independent_extension_guidance`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `knowledge_catalog`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `validation_standards`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `validated_knowledge`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.

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