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Search founder sources

search_sources
Read-onlyIdempotent

Look up public research about one mentor and topic. Returns source links, dated evidence labels and summaries from the indexed library.

Input Schema

NameRequiredDescriptionDefault
slugYes
limitNo
queryYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description usefully adds that results come 'from the indexed library' (confirming a curated corpus rather than live web search) and sketches the return shape (links, dated labels, summaries), but says nothing about result capping or empty-result behavior.

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

Conciseness4/5

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

Two short sentences, front-loaded with the action and scope, and the second sentence efficiently covers returns. Nothing is padded, though 'dated evidence labels' is mildly jargonistic without further explanation.

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

Completeness3/5

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

With no output schema, the description does the right thing by describing returned fields, and it scopes the search to one mentor. It is still incomplete for a required-slug tool: how an agent obtains a valid slug and how limit affects results are both left open.

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

Parameters2/5

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

Schema description coverage is 0%, so the description carries the full burden. 'One mentor and topic' does imply that slug is a single mentor identifier and query is the topic, which is real added meaning, but the slug format, where to get it, and the existence and cap of the limit parameter (default 5, max 8) are all unstated.

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

Purpose4/5

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

States a specific verb ('look up public research') and resource ('sources' about 'one mentor and topic'), which lets an agent distinguish it from find_mentors (which returns mentors rather than evidence). It never names the sibling explicitly, so differentiation is inferred rather than stated.

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

Usage Guidelines3/5

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

The phrase 'about one mentor and topic' implies the call pattern (single mentor per query) but there is no explicit when-to-use guidance, no prerequisites, and no mention of when to prefer find_mentors first to obtain a slug. Usage is implied, not directed.

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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