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ahgraber
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mcp-research

Retrieve current library and API documentation via MCP tools.

5|Updated Jan 30, 2026
Search Tags:#documentation#research#api#library#dependency#version
One-click install
npx skills add https://github.com/ahgraber/skills --skill mcp-research-ahgraber
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mcp-research
Source: https://github.com/ahgraber/skills/tree/main/skills/mcp-research
Command: npx skills add https://github.com/ahgraber/skills --skill mcp-research-ahgraber

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

MCP-based tools provide current, source-backed information for libraries, APIs, and ecosystems, replacing outdated knowledge with verifiable guidance.

Core Features & Use Cases

  • Retrieve official documentation, version notes, and migration guidance for libraries and frameworks.
  • Verify code examples and API usage against primary sources across Context7, Exa, and Jina workflows.
  • Provide verified, actionable guidance with citations and links to sources.

Quick Start

Ask MCP to fetch the latest, official documentation for a library or API.

Frequently Asked Questions about mcp-research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I fetch current library documentation for a specific framework version?▼

Fetch current library documentation by asking the MCP research tools to retrieve official docs, version notes, and migration guidance for the specified framework, ensuring the information is source-backed and verifiable.

How do I verify API usage and code examples against official sources?▼

Verify API usage and code examples by corroborating tool results across Context7, Exa, and Jina workflows against primary sources to provide verified, actionable guidance with citations and links.

Can I get version migration guidance for outdated library dependencies?▼

Get version migration guidance for outdated library dependencies by retrieving official documentation and version notes through MCP tools, which replace stale knowledge with current, source-backed information to prevent misleading migrations.

What's the best way to ensure framework usage guidance is not outdated?▼

Ensure framework usage guidance is not outdated by consulting official docs through MCP-based tools, which replace outdated knowledge with verifiable guidance corroborated by primary sources.

Do I need specific MCP tools to check dependency versions and API docs?▼

Checking dependency versions and API docs requires MCP-based tools that fetch current, source-backed information across Context7, Exa, and Jina workflows to ensure answers are verifiable.

Why does stale knowledge mislead library version migrations?▼

Stale knowledge misleads library version migrations because it lacks current, source-backed information, making it necessary to consult official docs and corroborate tool results to ensure verified, actionable guidance.

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