Repository
PrefectHQ/fastmcp agent skills
- skills
- 9
- GitHub stars
- 28k
GitHub description: “🚀 The fast, Pythonic way to build MCP servers and clients.”
- Stars
- 28,017 (2,451 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Nov 2024
- Homepage
- gofastmcp.com
- model-context-protocol
- fastmcp
- mcp
- agents
- llms
- mcp-clients
- mcp-servers
- mcp-tools
- python
Install all skills
npx skills add PrefectHQ/fastmcpAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in PrefectHQ/fastmcp, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Release Cut a FastMCP release end to end. An agent skill from PrefectHQ/fastmcp. | PrefectHQ/ | 28k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | 2.Docs Write or revise a page under docs/ for gofastmcp.com. An agent skill from PrefectHQ/fastmcp. | PrefectHQ/ | 28k | — | ~1k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Query and invoke tools on MCP servers using fastmcp list and fastmcp call. | PrefectHQ/ | 28k | — | ~823 | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Review an incoming external issue (and any gated-closed PR behind it) and decide whether to assign the contributor or decline. | PrefectHQ/ | 28k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Assess a FastMCP pull request for justified behavior, compatibility, and correctness, then follow CI and review feedback to a revision-specific verdict. | PrefectHQ/ | 28k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Review FastMCP vulnerability reports before accepting, rejecting, patching, scoring, or publishing them. | PrefectHQ/ | 28k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | 7.Triage Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links. | PrefectHQ/ | 28k | — | ~573 | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Carry a selected FastMCP bug from reproduction through a scoped fix, compatibility review, validation, and a monitored pull request. | PrefectHQ/ | 28k | — | ~842 | Automated safety check: Pass | Apache-2.0 | today |
| 9 | Write regression tests for FastMCP changes using its pytest fixtures, in-memory clients, and protocol boundaries. | PrefectHQ/ | 28k | — | ~466 | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill in PrefectHQ/fastmcp?
Release from PrefectHQ/fastmcp ranks first of the 9 skills in PrefectHQ/fastmcp listed here, with the highest score: its repository has 28k GitHub stars, its SKILL.md loads about 2.9k tokens and it passes the automated safety check with no findings. Next come Docs and Fastmcp Client CLI.
Are the skills in PrefectHQ/fastmcp official?
None yet. All 9 skills in PrefectHQ/fastmcp listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from PrefectHQ/fastmcp?
Run npx skills add PrefectHQ/fastmcp in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.