fastmcp

Write or revise a page under docs/ for gofastmcp.com. Use when adding a feature's documentation, fixing a docs issue, reworking a page, or auditing pages for accessibility and consistency. Covers the page shape, the voice, the checks that run in CI, and how a merged page reaches the live site.

Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.

Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.

Build, extend, or review MCP servers with Python FastMCP, using documentation matched to the project's version.

Build, extend, or review MCP servers with Python FastMCP, using documentation matched to the project's version.

Carry a selected FastMCP bug from reproduction through a scoped fix, compatibility review, validation, and a monitored pull request.

Write regression tests for FastMCP changes using its pytest fixtures, in-memory clients, and protocol boundaries.

Cut a FastMCP release end to end. Use when the maintainer says "cut a release", "prep a patch", "ship 4.x.y", or asks what a release would contain. Covers the notes preview, the title pun, the docs changelog PR that must land before the tag, the tag itself, the publish fan-out, and verifying gofastmcp.com actually deployed.

Review an incoming external issue (and any gated-closed PR behind it) and decide whether to assign the contributor or decline. Use when the maintainer says "look at this issue", "review issue

Assess a FastMCP pull request for justified behavior, compatibility, and correctness, then follow CI and review feedback to a revision-specific verdict. Use for draft or ready PRs and self-review before publication.

Review FastMCP vulnerability reports before accepting, rejecting, patching, scoring, or publishing them. Use for security advisories, bug-bounty submissions, OAuth or MCP vulnerability claims, and proposed security fixes.

Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links.