Model Context Protocol · For developers

Reviews an AGENTS.md or CLAUDE.md file against best practices and reports concrete fixes.

dominik1001/caldav-mcp

Generate and open an interactive visualization of Buddy guard-mode reasoning data using Buddy's local CLI command.

fiorastudio/buddy

QA MCP tool changes with local CLI and real agent clients. An agent skill from getsentry/toolkit.

getsentry/toolkit

A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or…

Haohao-end/openagent

A skill your agent uses when you need to find related files, understand code dependencies, or analyze impact scope.

williamfzc/gossiphs

Structural review skill for AI-SLOP Detector. An agent skill from flamehaven01/AI-SLOP-Detector.

flamehaven01/AI-SLOP-Detector

A skill your agent uses when working with ComfyUI workflows through FL-MCP or similar MCP tools: inspect, explain, create, edit, debug, compact, validate, queue, screenshot, or organize node graphs…

filliptm/ComfyUI_FL-MCP

Searches a codebase with hybrid semantic and lexical retrieval plus neural reranking through MCP tools, for finding implementations and grounded answers.

Context-Engine-AI/Context-Engine

This skill should be used when the user asks about Google Sheets, spreadsheets, cells, rows, columns, charts, or data tables.

freema/mcp-gsheets

Search context-mode's persistent FTS5 knowledge base for previously indexed local project content, documentation, or session memory. Trigger…

mksglu/context-mode

按中国法规（网安法 / PIPL / 等保2.0 / 数据出境 / AI生成内容标识）审计一个 AI 项目的代码仓库，产出每条都带 文件:行 取证、经独立复核、经脚本校验的合规报告。当用户问「这个项目上线合不合规」「调用了 OpenAI/Claude 算不算数据出境」「要不要做 AI 标识」「帮我做合规自查/等保/PIPL 检查」时使用。Audit an AI project's…

jnMetaCode/shellward

A skill your agent uses for general PostgreSQL table design.

timescale/pg-aiguide

How an agent should operate as one mind inside a shared Company Brain built on Caura — recall before acting, obey fleet keystones, reuse and publish skills, and report outcomes so every task…

caura-ai/caura

End-to-end typed notification infrastructure for Node.js — typed catalog of email, SMS, push, web push, WhatsApp, Slack, Discord, Telegram, and GitHub notifications with provider-agnostic transports.

better-notify/better-notify

Determine which test suites are affected by recent code changes and run only the relevant ones.

GlitterKill/sdl-mcp

Reviews pull requests for the Confluent MCP server. An agent skill from confluentinc/mcp-confluent.

confluentinc/mcp-confluent

Autonomous, spec-driven, multi-agent pipeline that takes an EDT-MCP task or issue end-to-end — research → critics → architect → parallel development → review loop → tests → live-stand check →…

DitriXNew/EDT-MCP

Installs and connects the Forgetful CLI in local or remote mode, sets up token auth for CI, and proves the setup with a real round-trip call.

ScottRBK/forgetful

Build/test commands, and unit testing key points including BugLog handling guidelines.

dtprj/dongting

Prepare, publish, verify, or recover a cloakbrowser-mcp release only when the user explicitly requests release work.

swimmwatch/cloakbrowser-mcp

Safely install and use the Health.md CLI and MCP server to query user-authorized health data, chart typed metrics, inspect sleep and workouts, export scoped or complete public/authorized Apple…

CodyBontecou/health-md

Use CLI for Microsoft 365 to manage Microsoft 365 tenants from the terminal.

pnp/cli-microsoft365-mcp-server

File work into nohuman (taskadd) and check on it (taskstatus) via the nohuman MCP bridge, instead of doing the work inline.

no-human-ai/no_human

Connect to SereinFlow MCP, load its live routing guide, and operate only the requested capability.

fhhyyp/serein-flow

Poses and animates a 22-bone anatomical humanoid rig with joint range-of-motion limits, using a Node CLI, a Three.js viewer and WebMCP tools an agent can drive live.

bgauryy/octocode

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/fastmcp

Expert guide for the NotebookLM CLI (nlm) and MCP server - interfaces for Google NotebookLM.

iusztinpaul/ai-research-os-workshop

Keeps an n8n MCP session pointed at the right n8n instance, with rules for discovering, switching and verifying the target before credential writes and for recovering from misroutes.

czlonkowski/n8n-skills

Use before starting any non-trivial task to search the knowledge base for context, and after completing work to capture findings.

willynikes2/knowledge-base-server

Looks up a third-party library's current documentation through the context7 MCP server instead of relying on the agent's possibly outdated training data.

duckbugio/flock

A skill your agent uses when benchmarking rubydex MCP against plain Grep/Glob for Ruby code tasks.

Shopify/rubydex

Sweeps a conversation before compaction and saves durable facts, decisions and session records into the Compartment encrypted memory vault as short one-claim memories.

MaxFreedomPollard/Compartment

Deep links in ToolHive Studio. An agent skill from stacklok/toolhive-studio.

stacklok/toolhive-studio

Searches a locally cached, security-graded catalog of agent skills and MCP servers, and returns install commands after checking each one's grade.

zhuyansen/agent-skills-hub

Lightpanda browser, drop-in replacement for Chrome-based browsing in any AI agent - faster and lighter for tasks without graphical rendering like data retrieval.

lightpanda-io/agent-skill

Complete JetBrains MPS workflow guide for DSL projects — models, languages, generators, node JSON blueprints, type queries, validation, MPS MCP tool usage, and the index of companion skills.

JetBrains/MPS

Builds robust Python MCP (Model Context Protocol) servers with FastMCP — tool design, error contracts, event-loop-safe blocking work, subprocess/CLI wrapping, single-file vs packaged distribution…

kajisho5/ffmpeg-skill

A skill your agent uses when the user wants data from a website or a web API without driving a browser — near-free HTTP triage, no-browser page extraction, and direct replay of a site's own API…

n1byn1kt/apitap

Drive the user's existing Chromium-family browser with deterministic Playwright.

anomalyco/browser-control

Deploy BankMCP™ to a small server so it works in claude.ai and on the phone: Railway or Fly.io, volume, domain, setup page, connector.

noskillish/bankmcp

用户想让 MovieClaw 拥有它现在没有的能力或对接时使用，不管用户有没有说「插件」。典型说法：「做一个企业微信 / 钉钉 / Slack / Bark 通道」「接入某某平台」「能不能支持某某站点」「下载完 / 入库后 / 删片后自动做某事」「按订阅规则组表达不了的规则淘汰种子」「定时去拉某个片单」「给 AI…

movieclaw/MovieClaw

Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude.

glittercowboy/taches-cc-resources

Creates and validates dubbo-go-pixiu MCP gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

Query and write durable debugging memory recorded by MemoryWhale.

wuisabel-gif/MemWhale

基于领星 ASIN 360 或同类日业务报表，以及用户自己 SIF MCP 导出的日级关键词自然排名 JSON，回测 CVR 与核心词/稳定词自然排名波动的关系，并输出观察线、危险线、广告 CVR 确认线。

zach22-1999/amazon-skills

Build conversational AI voice agents on the ElevenLabs platform.

jezweb/claude-skills

Import a page from the user's self-hosted Anytype into this Niamos Obsidian vault, page-by-page, recursing into children only when the user explicitly says so.

pricklywiggles/niamos

Generate hierarchical AGENTS.md and ensure paired CLAUDE.md files for codebases.

AkaraChen/aghub