Skip to main content
Glama
repocritics

repocritics-mcp-server

Official
by repocritics

search_repos

Search the RepoCritics corpus for open-source repositories by query, category, or tag, and retrieve matching repos with brief metadata.

Instructions

Full-text search across the RepoCritics seeded corpus. Returns matching repos with brief metadata.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tagNoOptional tag filter.
limitNoMax results (1-50). Default 10.
queryYesSearch query.
categoryNoOptional category slug filter.
Behavior3/5

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

No annotations are provided, so the description must carry the burden. It discloses the core behavior (full-text search, returns matching repos) but does not explicitly state read-only nature, authorization needs, or rate limits. The limited disclosure is acceptable for a search tool but not comprehensive.

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?

Two short sentences with no fluff. Front-loaded with the core function.

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's 'brief metadata' is vague. It does not describe pagination, filtering behavior, or output format. However, the schema covers the parameters, and the tool is relatively simple.

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

Parameters3/5

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

Schema covers 100% of parameters, so baseline is 3. The description adds no parameter-specific semantics beyond 'full-text search,' and does not explain how tag/category filters interact.

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?

The description uses the specific verb 'search' and identifies the resource 'RepoCritics seeded corpus,' clearly distinguishing from sibling tools like get_repo and list_reviews.

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?

While the description makes the search function clear, it provides no explicit guidance on when to prefer this tool over get_repo or list_categories. The context is implied rather than stated.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/repocritics/mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server