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Repolode

Search open-source projects

search_repos

Search Repolode's curated open-source projects by keyword, category or programming language. Returns name, one-line summary, stars, weekly star gain, license and links.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoOrder: most stars (default), trending this week, recently added, recently updated.
limitNoHow many results, at most 25; default 10.
queryNoKeywords, e.g. 'self-hosted notes' or 'mcp server for postgres'.
localeNoLanguage of the summaries; default en.
categoryNoLimit to one category.
languageNoProgramming language as GitHub names it, e.g. 'Python', 'TypeScript', 'Rust'.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full behavioral burden. It helpfully discloses the return fields and implies a read-only search, but it does not explicitly state whether results are paginated, whether authentication is required, or how the search behaves when multiple filters are combined.

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?

The description is two tightly written sentences with zero waste. It front-loads the core action and follows with the return shape.

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

Completeness4/5

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

No output schema exists, so the description appropriately lists the fields returned. Combined with the fully documented schema, an agent has enough to call the tool correctly, though it does not address pagination or rate-limit behavior.

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 description coverage is 100%, so the schema already documents every parameter. The description reinforces that search can be scoped by keyword, category, or programming language, but adds no format or syntax detail beyond the schema.

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?

The description states a specific verb and resource: search Repolode's curated open-source projects. It distinguishes the tool from the single-repo sibling get_repo by implying broad discovery, but it does not explicitly clarify its relationship to trending or find_alternatives.

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?

Usage is implied by 'search ... by keyword, category or programming language', which indicates broad discovery. However, the description gives no explicit when-to-use or when-not-to-use guidance relative to siblings like trending or find_alternatives.

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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