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AdvaitR7

Firecrawl MCP Multiple Keys

by AdvaitR7

firecrawl_research_search_github

Read-only

Search GitHub issues, pull requests, and repository readmes. Get ranked results with snippets and full markdown content when available.

Instructions

Search GitHub issue/PR history and repository readmes. Returns ranked matches with repo, url, a short snippet, and (when available) the full matched content in markdown.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kNo
queryYes
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true. The description adds value by detailing the return format: 'ranked matches with repo, url, a short snippet, and (when available) the full matched content in markdown.' This goes beyond annotations and helps the agent understand what to expect.

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 concise sentences with clear front-loading of purpose. Every word adds value; no fluff.

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 and 0% parameter coverage, the description provides minimal but functional context: it states the search scope and return fields. However, it omits parameter details and edge cases (e.g., rate limits, authentication). Adequate for a simple tool but could be more complete.

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 has 2 parameters with 0% description coverage. The description only implicitly covers 'query' by stating what is searched. The 'k' parameter (number of results) is not mentioned, leaving the agent without semantic guidance for that parameter.

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 clearly states the tool searches 'GitHub issue/PR history and repository readmes,' specifying both the resource and action. This distinguishes it from sibling tools like firecrawl_search (general web search) and firecrawl_research_search_papers (academic papers).

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives (e.g., firecrawl_search), nor any conditions for use or exclusions. The agent must infer usage from the name and description alone.

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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