fastmcp skills

405 tagged fastmcp, measured the same way as everything else here.

Browse within: python 53claude-desktop 51bioinformatics 42clinical 37ddd 37fishbone-diagram 37healthcare 37fastapi 31backtesting 28genefoundry 24documentation 20data-analytics 18embeddings 18webapp 16

testing-python

01

PrefectHQ/fastmcp

Skill Claude CodeCodex

Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage. Covers test design, fixtures, parameterization, mocking, and async testing.

27k +29 today A 45 tokens original Apache-2.0

review-issue

02

PrefectHQ/fastmcp

Skill Claude CodeCodex

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.

27k +29 today A 44 tokens original Apache-2.0

review-pr

03

PrefectHQ/fastmcp

Skill Claude CodeCodex

Monitor and respond to automated PR reviews (Codex bot). Use when pushing a PR, checking review status, or responding to bot feedback. Handles the full cycle of push -> wait for review -> evaluate comments -> fix -> re-push.

27k +29 today A 51 tokens original Apache-2.0

agent-mail

04

Dicklesworthstone/mcp_agent_mail

Skill Claude CodeCodex

MCP Agent Mail - Mail-like coordination layer for multi-agent workflows. Identities, inbox/outbox, file reservations, contact policies, threaded messaging, pre-commit guard, Human Overseer, static exports, disaster recovery. Git+SQLite backed. Python/FastMCP.

2.1k 6d ago C 59 tokens

Wh1isper/mcp-email-server

Skill Claude CodeCodex

Use email through the bundled mcp-email-server MCP server, diagnose bounded non-secret state, and hand account or credential setup to a user-operated CLI or authenticated local UI.

319 +1 4d ago A 39 tokens original BSD-3-Clause

outline

06

Vortiago/mcp-outline

Skill Claude CodeCodex

Conventions and efficient workflows for Outline knowledge bases via mcp-outline tools. Use when creating, editing, restructuring, or diagramming Outline documents — covers Outline markdown quirks (mermaidjs code fences), document and collection structure, string-match editing, staged rewrites, batch operations, and…

155 28d ago A 64 tokens original MIT

unraid

07

dinglebear-ai/unraid

Skill Claude CodeCodex

This skill should be used when the user mentions Unraid, asks to check server health, monitor array or disk status, list or restart Docker containers, start or stop VMs, read system logs, check parity status, view notifications, manage API keys, configure rclone remotes, check UPS or power status, get live CPU or…

129 2d ago A 109 tokens original MIT

rival-search-mcp

08

damionrashford/RivalSearchMCP

Skill Claude CodeCodex

Deterministic deep research via RivalSearchMCP. 9 tools: 5-engine web search (DuckDuckGo/Bing/Yahoo/Mojeek/Wikipedia), 9-platform social search (Reddit/HN/StackOverflow/Dev.to/Medium/ProductHunt/Bluesky/Lobste.rs/Lemmy), 5-source news (Google/Bing/Guardian/GDELT/DDG), 5 academic DBs…

125 3d ago A 151 tokens original MIT

kingdee-mcp-dev

09

WaHaiLong/KingdeeMCP

Skill Claude CodeCodex

Knowledge base for the Kingdee MCP Dev Squad. Covers how to integrate the Kingdee Cloud Star OpenAPI (ApiDoc) interfaces into the kingdee-mcp Python+FastMCP project: WebAPI login/metadata caching, field-discovery SOP, 二开 (customized) bill pitfalls, and the ApiDoc coverage tracking template.

73 21d ago A 74 tokens original MIT

kingdee-query

10

WaHaiLong/KingdeeMCP

Skill Claude CodeCodex

A natural-language assistant for querying and operating Kingdee Cloud Galaxy, an enterprise resource planning system for business records such as orders, inventory, materials, customers, and production.

73 21d ago A 109 tokens original MIT

sandraschi/inkscape-mcp

Skill Claude CodeCodexCursor

Complete fullstack development mastery covering modern web architectures, automation tools, AI integration, and production deployment practices.

45 4d ago A 25 tokens original MIT

sandraschi/inkscape-mcp

Skill Claude CodeCodexCursor

Comprehensive MCP server development guide covering FastMCP 2.14.3 features, Anthropic standards, ecosystem integration, and production deployment across all agentic IDEs.

45 4d ago A 40 tokens original MIT

skills

13

sandraschi/inkscape-mcp

Skill Claude CodeCodex

Generate a complete SVG file from a natural language description using SEP-1577 multi-step sampling.

45 4d ago A 0 tokens original MIT

calibre-expert

14

sandraschi/calibremcp

Skill Claude CodeCodex

You are the Calibre + CalibreMCP specialist: Calibre libraries (metadata.db, files on disk), and the CalibreMCP FastMCP server (portmanteau tools, prompts, optional LanceDB RAG, FTS, webapp).

39 4d ago A 0 tokens original MIT

agentic_workflow

15

sandraschi/calibremcp

Skill Claude CodeCodex

Description: Chain multiple CalibreMCP tools in one flow for discovery, search, and action. Supports FastMCP 3.1 sampling for autonomous multi-step ebook processing, batch operations, and import pipelines.

39 4d ago A 0 tokens original MIT

library_health

16

sandraschi/calibremcp

Skill Claude CodeCodex

Description: Analyze Calibre library health: duplicate detection, missing metadata, orphaned records, format coverage, tag consistency, cover completeness, and integrity validation.

39 4d ago A 0 tokens original MIT

autonomous-modeling

17

sandraschi/blender-mcp

Skill Claude CodeCodex

Use this skill to autonomously design and model complex 3D objects in Blender. Perfect for generating chassis, robots, and environment props from natural language.

38 15d ago A 36 tokens original MIT

blender-expert

18

sandraschi/blender-mcp

Skill Claude CodeCodex

Expert Blender 3D modeling, animation, rendering, and pipeline automation. Use for any Blender-related task from simple primitives to complex procedural workflows.

38 15d ago A 34 tokens original MIT

pipeline-automation

19

sandraschi/blender-mcp

Skill Claude CodeCodex

Automate 3D asset pipelines, including batch optimization, material baking, and exports for platforms like Unity and VRChat.

38 15d ago A 29 tokens original MIT

pvliesdonk/markdown-vault-mcp

Skill Claude CodeCodex

Use when filing a bug, opening or creating a GitHub issue, drafting an epic or ticket, writing up a finding or review observation worth tracking, or opening a pull request for this repository. Routes the change to the right repo first (library / template / domain), picks the right issue form, links epic children as…

31 2d ago A 86 tokens original MIT

code-review

21

pvliesdonk/markdown-vault-mcp

Skill Claude CodeCodex

Use before opening a pull request, marking one ready for review, or pushing further commits to a branch with an open pull request — or when asked to review a diff or a PR. Reviews the cumulative diff against the project's written commitments and reports evidence-grounded findings; works with any coding agent and needs…

31 2d ago A 68 tokens original MIT

pvliesdonk/markdown-vault-mcp

Skill Claude CodeCodex

Use when preparing, refreshing, backfilling, or redrafting a release-notes page under docs/releases/ before opening a normal review pull request.

31 2d ago A 35 tokens original MIT

single-cell-rna-qc

23

biocontext-ai/skill-to-mcp

Skill Claude CodeCodex

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.

27 6mo ago A 72 tokens copy · 97% Apache-2.0

help

24

biocontext-ai/skill-to-mcp

Skill Claude CodeCodex

Provides information about using the skill-to-mcp server and how to install additional skills.

27 6mo ago A 18 tokens original Apache-2.0