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Search library sources

search_sources
Read-onlyIdempotent

Find third-party library source cards. This is the only library lookup: text, exact filters, and newest-first browsing. query words must all match as case-insensitive substrings of id, title, summary, publisher, type, authors, or tags. category, tag, type, featured, and updated_since are AND filters. Omit query to list the newest sources, optionally in one category. get_source fetches one known id. list_changes is the unpaged cross-catalog sync and does not return source cards. Results are newest date_published first, undated last. limit is 1-50 (default 10) with no offset, and count is the rows returned. No matches returns count 0. A non-calendar updated_since, or an unknown category, returns an isError result. Free, no auth.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tagNoOne tag, exact match, e.g. l402. Combined with the other filters (AND).
typeNoSource type from the enum, e.g. spec. Combined with the other filters (AND).
limitNoMaximum rows, 1-50, default 10. Values above 50 are rejected. There is no offset; narrow the filters to see other matches.
queryNoSpace-separated words; every word must match (AND), case-insensitive substring of id, title, summary, publisher, type, authors, or tags. Example: lightning l402. Omit or use an empty string to skip the text filter.
categoryNoCategory id from list_categories, e.g. bitcoin-lightning. Combined with the other filters (AND). Omit for every category.
featuredNotrue returns only featured sources. Omit or false to include all.
updated_sinceNoYYYY-MM-DD calendar date. Keeps sources whose verified_at is later than this date (exclusive). A value that is not that form returns an isError result. Example: 2026-10-01.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countYes
sourcesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations cover the safety profile (readOnly/idempotent/non-destructive), and the description layers on the things they cannot express: newest-first ordering with undated last, no offset pagination, 1-50 limit, count semantics, count 0 on no match, and two specific isError triggers (non-calendar updated_since, unknown category). 'Free, no auth' removes any auth guesswork.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Every sentence carries a distinct behavioral fact — scoping, filter logic, ordering, pagination, error cases — with the most decisive claim ('the only library lookup') front-loaded. No filler or restatement of the title.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need not be described, yet the description still clarifies count and empty-result behavior. For a 7-parameter, zero-required search tool with annotations already covering safety, nothing needed to invoke it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds filter-combination semantics ('category, tag, type, featured, and updated_since are AND filters') and an error contract for unknown category that the schema does not state. It also restates some schema content (substring fields, limit range), so it is additive rather than fully value-adding.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb+resource ('Find third-party library source cards') and immediately scopes it against the whole toolset: 'This is the only library lookup: text, exact filters, and newest-first browsing.' An agent can distinguish it from get_source and list_changes without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives explicit routing: use get_source for a single known id, use list_changes for unpaged cross-catalog sync, and omit query to browse newest sources. The conditions that select each alternative are stated, not implied.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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