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0x67108864

research-dispatcher-mcp

by 0x67108864

research_github

Search GitHub repositories filtered by recent push activity to find active open source projects and trends.

Instructions

Search GitHub repositories filtered by recent push activity. Best for OSS trends and active projects. Honors GITHUB_TOKEN env var (60/hr anon vs 5000/hr authenticated).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query.
limitNo
since_daysNo
Behavior3/5

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

No annotations provided, so description carries the burden. It discloses rate limits (60/hr anon, 5000/hr authenticated), but lacks details on ordering, pagination, or result structure.

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 front-loaded purpose and use case, no unnecessary words.

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?

Adequate for a 3-param tool with no output schema: gives purpose, use case, and rate limit. Lacks description of return format, pagination, or error cases.

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 coverage is 33% (only query described). The description adds context for 'since_days' via 'filtered by recent push activity', but does not explain 'limit' or provide query syntax. Additional detail needed.

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 a specific verb ('Search') and resource ('GitHub repositories'), includes the filtering context ('filtered by recent push activity'), and distinguishes from siblings (e.g., research_brave, research_hn) by targeting GitHub exclusively.

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

Usage Guidelines4/5

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

It clearly states when to use ('Best for OSS trends and active projects') and provides authentication context (GITHUB_TOKEN env var with rate limits), but does not explicitly mention when not to use or 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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