# Source Library (io.github.Embassy-of-the-Free-Mind/sourcelibrary): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.Embassy-of-the-Free-Mind%2Fsourcelibrary/versions/latest)
- Connected to: https://sourcelibrary.org/api/mcp
- Homepage: https://sourcelibrary.org/developers
- Repository: https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2
- Scoring rules: v2
- Tools: 22
- Average: 66.4 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Source Library (io.github.Embassy-of-the-Free-Mind/sourcelibrary)'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

- `submit_feedback`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, email.
  - Minor: String arguments with no constraint or example: name, email.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `start_blind_check`: 49 / 100
  - Minor: Arguments without a description: volunteer_code.
  - Minor: String arguments with no constraint or example: volunteer_code.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `continue_review_shift`: 54 / 100
  - Minor: Arguments without a description: volunteer_code.
  - Minor: String arguments with no constraint or example: volunteer_code.
- `list_books`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: language, category, sort.
  - Minor: String arguments with no constraint or example: language, category.
  - Minor: No `required` list, so every argument is optional.
- `submit_page_review`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: volunteer_code, assistant_findings[].layer.
  - Minor: String arguments with no constraint or example: volunteer_code.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: item_id. Name the tool or the place that returns it, or models look it up first.
- `propose_collection`: 57 / 100
  - Minor: Arguments without a description: name, email.
  - Minor: String arguments with no constraint or example: name, email.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: book_ids. Name the tool or the place that returns it, or models look it up first.
- `check_duplicate`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `share_findings`: 59 / 100
  - Minor: Arguments without a description: name, email.
  - Minor: String arguments with no constraint or example: citations[].book_id, name, email.
  - Minor: Says nothing about what it returns.
- `search_library`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: sort.
- `list_editions`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `propose_correction`: 65 / 100
  - Minor: Arguments without a description: volunteer_code, drafted_by, shift_id.
  - Minor: String arguments with no constraint or example: edits[].replace, volunteer_code, shift_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: item_id. Name the tool or the place that returns it, or models look it up first.
- `get_quotes`: 68 / 100
  - Minor: String arguments with no constraint or example: book_id.
  - Minor: Says nothing about what it returns.
- `get_book`: 70 / 100
  - Minor: The description is long (401 words). It helps selection but costs steps and tokens.
  - Minor: String arguments with no constraint or example: book_id.
- `list_image_facets`: 71 / 100
  - Minor: No `required` list, so every argument is optional.
- `start_review_shift`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `search_translations`: 76 / 100
  - Minor: Arguments without a description: year_from, year_to.
- `search_images`: 77 / 100
  - Minor: No `required` list, so every argument is optional.
- `search_concept`: 78 / 100
- `get_book_text`: 82 / 100
  - Minor: String arguments with no constraint or example: book_id.
- `get_locus`: 82 / 100
- `search_within_book`: 82 / 100
  - Minor: String arguments with no constraint or example: query.
- `get_quote`: 85 / 100
  - Minor: String arguments with no constraint or example: book_id.

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