MCP Docs and Research (Context7, Exa, Jina)

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.

Invocation Notice

• Tell the user when this skill is running: mcp-research. Skip the notice when the user asked for the skill by name or slash command; spelling and spacing need not match. A phrase from this skill's own trigger list is not a name — naming the work is not naming the skill.