# MYCELIX (io.github.Toramo747/mycelix): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.Toramo747%2Fmycelix/versions/latest)
- Connected to: https://neo-collettive.onrender.com/mcp
- Homepage: https://neo-collettive.onrender.com/registry-health
- Repository: https://github.com/Toramo747/Neo-collettive
- Scoring rules: v2
- Tools: 23
- Average: 24.1 / 100 (Rain)
- Near-identical pairs: 2

This page shows how MYCELIX (io.github.Toramo747/mycelix)'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

- `neo_ask_agents`: 9 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, question, max_agents.
  - Minor: String arguments with no constraint or example: query, question.
  - 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.
- `neo_collective`: 9 / 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: query, problem, max_agents.
  - Minor: String arguments with no constraint or example: query, problem.
  - 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.
- `jarvis_render_deploys`: 11 / 100
  - Major: The description only restates the name (6 words).
  - Major: The description is too short (6 words).
  - 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.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `jarvis_render_logs`: 11 / 100
  - Major: The description only restates the name (6 words).
  - Major: The description is too short (6 words).
  - 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.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_render_deploys`: 11 / 100
  - Major: The description only restates the name (6 words).
  - Major: The description is too short (6 words).
  - 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.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_render_logs`: 11 / 100
  - Major: The description only restates the name (6 words).
  - Major: The description is too short (6 words).
  - 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.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_discover`: 16 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, limit.
  - Minor: String arguments with no constraint or example: query.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_director`: 17 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: goal, budget_eur, hours_per_week, max_agents.
  - Minor: String arguments with no constraint or example: goal.
  - 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.
- `neo_director_results`: 18 / 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: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_web_search`: 20 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, limit.
  - Minor: String arguments with no constraint or example: query.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_inspect_mcp`: 22 / 100
  - Major: Arguments without a description: query, limit.
  - Minor: String arguments with no constraint or example: query.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_jarvis`: 23 / 100
  - Major: Arguments without a description: message, context_json.
  - Minor: String arguments with no constraint or example: message.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_preflight`: 31 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `neo_render_status`: 31 / 100
  - Major: The description only restates the name (6 words).
  - Major: The description is too short (6 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `oxibay_doctor`: 33 / 100
  - Major: Arguments without a description: url, registry_name, expected_capability.
  - 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.
- `verify_mcp_endpoint`: 33 / 100
  - Major: Arguments without a description: url, registry_name.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `verify_quote`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: url, quote.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `paid_injection_scan`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: text, url.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `paid_timestamp`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: sha256, note.
  - Minor: String arguments with no constraint or example: sha256.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `paid_proof_of_publication`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: url.
  - Minor: String arguments with no constraint or example: url.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `paid_citation_check`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: answer, citations.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `paid_mcp_audit`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: url, previous_fingerprint.
  - Minor: String arguments with no constraint or example: url.
- `jarvis_render_status`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.

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