MCP Docs and Research (Context7, Exa, Jina)

Invocation Notice

• Inform the user when this skill is being invoked by name: mcp-research.

Overview

Use MCP-provided tools to retrieve current, verifiable information instead of relying on memory for fast-changing libraries, APIs, and ecosystem guidance.

When to Use

• Working with any external library or framework (for example, FastAPI, SQLAlchemy, pandas, boto3, or requests).
• Installing or upgrading dependencies and verifying current versions or migration guidance.
• Implementing features tied to third-party SDKs or APIs.
• Debugging behavior that may be version-specific.
• Looking up current best practices, changelogs, or breaking changes.

Tool Selection