Category
Dev tools
GitHub, GitLab, issue trackers, observability, debugging
90 servers in this category · RSS
- open-webui Discovered 153.3k
open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- Anthropic Official 90.6k
GitHub
Browse repositories, read code, search issues, create PRs, and manage workflows via the GitHub API.
- Anthropic Official 90.6k
Sentry
Read Sentry issue details + stack traces so the model can debug errors with full context.
- Anthropic Official 90.6k
Everything
Demonstration server exercising every MCP primitive — tools, resources, prompts, sampling.
- Anthropic Official 90.6k
GitLab
Read repositories, manage merge requests, and trigger pipelines via the GitLab API.
- Panniantong Discovered 85.6k
Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
- ruvnet Discovered 73.3k
ruflo
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, feder
- heygen-com Discovered 53.4k
hyperframes
Write HTML. Render video. Built for agents.
- sickn33 Discovered 42.6k
antigravity-awesome-skills
Installable GitHub library of 1,800+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, workflows, and official
- wshobson Discovered 40.0k
agents
Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi
- github Discovered 33.2k
github-mcp-server
GitHub's official MCP Server
- go-kratos Discovered 25.9k
kratos
Your ultimate Go microservices framework for the cloud-native era.
- Evil0ctal Discovered 20.3k
Douyin_TikTok_Download_API
🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles,
- Community 15.9k
Figma
Read Figma files + components — extract design tokens, generate code from frames.
- yusufkaraaslan Discovered 15.0k
Skill_Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
- kubeshark Discovered 12.1k
kubeshark
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
- tadata-org Discovered 12.0k
fastapi_mcp
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
- cobusgreyling Discovered 11.3k
loop-engineering
Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit,
- TykTechnologies Discovered 10.8k
tyk
Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)
- Agents365-ai Discovered 9.7k
drawio-skill
Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental sync, multi-view pro
- usekaneo Discovered 9.2k
kaneo
🎯 All you need. Nothing you don't. Open source project management that works for you, not against you.
- idosal Discovered 8.4k
git-mcp
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
- jnMetaCode Discovered 8.2k
superpowers-zh
🦸 AI 编程超能力 · 中文增强版 — superpowers（250k+ ⭐）完整汉化 + 4 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI / Qoder 等 26 款 AI 编程工具真正会干活
- cporter202 Discovered 7.6k
API-mega-list
This GitHub repo is a powerhouse collection of APIs you can start using immediately to build everything from simple automations to full-scale applications. One of the most valuable API lists on GitHub
- grab Discovered 7.0k
cursor-talk-to-figma-mcp
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.
- superradcompany Discovered 6.5k
microsandbox
🧱 easy, fast, local microvms for untrusted workloads. use as dev container, ai agent sandbox, ci/cd, and more.
- kucherenko Discovered 6.3k
jscpd
Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.
- heilcheng Discovered 6.2k
awesome-agent-skills
Tutorials, Guides and Agent Skills Directories
- oomol-lab Discovered 5.9k
open-connector
Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
- mock-server Discovered 5.0k
mockserver-monorepo
MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP and more o
- IBM Discovered 4.5k
mcp-context-forge
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
- open-webui Discovered 4.4k
mcpo
A simple, secure MCP-to-OpenAPI proxy server
- Cloudflare Vendor 4.3k
Cloudflare Workers
Deploy + manage Cloudflare Workers + Pages + KV + R2 from inside an agent conversation.
- Manavarya09 Discovered 4.1k
design-extract
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Comp
- Atmosphere Discovered 3.8k
atmosphere
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
- cortex-docs Discovered 3.2k
cortex
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
- av Discovered 3.0k
harbor
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.
- Supabase Vendor 2.9k
Supabase
Manage Supabase projects — databases, auth users, edge functions, storage buckets.
- opensolon Discovered 2.8k
solon
🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90%
- Jpisnice Discovered 2.8k
shadcn-ui-mcp-server
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native
- jgravelle Discovered 2.7k
jcodemunch-mcp
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens s
- metatool-ai Discovered 2.7k
metamcp
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
- jamubc Discovered 2.3k
gemini-mcp-tool
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
- tractorjuice Discovered 2.2k
arc-kit
The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance using AI coding assistants
- 777genius Discovered 2.2k
agent-teams-ai
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/Open
- vibheksoni Discovered 2.2k
stealth-browser-mcp
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
- apioo Discovered 2.1k
fusio
Self-Hosted API Management for Builders
- glidea Discovered 1.7k
zenfeed
Make RSS 📰 great again with AI 🧠✨!! 数据打标请联系 glidea123 (数万并发随时狂飙)
- Azure Discovered 1.5k
data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
- sourcey Discovered 1.4k
sourcey
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
- grafbase Discovered 1.2k
grafbase
[Acquired by The Guild] The Grafbase GraphQL Federation Gateway
- i365dev Discovered 1.2k
free4chat
Temporary rooms for Humans and AI Agents — run, supervise and steer Agent Tasks without a permanent workspace.
- keinsaasforever Discovered 1.2k
better-chatbot
Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.
- cgoinglove Discovered 1.1k
better-chatbot
Just a Better Chatbot. Powered by Agent & MCP & Workflows.
- atlassian Discovered 1.1k
atlassian-mcp-server
Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or
- rohitg00 Discovered 955
kubectl-mcp-server
Published in CNCF Landscape: A MCP server for Kubernetes.
- bgauryy Discovered 944
octocode
Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
- Community 904
OpenAPI
Turn any OpenAPI / Swagger spec into MCP tools — instant integration for REST APIs.
- awdr74100 Discovered 901
figwright
Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.
- codewithMUHILAN Discovered 856
Lightswind-UI-Library
The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server support for Cursor, Claude & GitHub Copilot. Copy-paste architecture — you own t
- bgauryy Discovered 842
octocode-mcp
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb
- ankorstore Discovered 838
yokai
Simple, modular, and observable Go framework for backend applications.
- rahilp Discovered 791
second-brain-cloudflare
One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare's free tier.
- sbroenne Discovered 790
mcp-server-excel
Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 326 operations.
- getsentry Discovered 724
sentry-mcp
An MCP server for interacting with Sentry via LLMs.
- Kymo-MCP Discovered 721
mcpcan
MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verifica
- mnemox-ai Discovered 718
idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
- mondaycom Discovered 646
vibe
🎨 Vibe Design System - Official monday.com UI resources for application development in React.js
- devopness Discovered 560
devopness
Devopness: AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud and any stack, one MCP. Deterministic API, opinionated and fully configurable. No cloud credentials in AI chats. Free plan.
- RekklesNA Discovered 559
ProxmoxMCP-Plus
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
- alisaitteke Discovered 523
photoshop-mcp
MCP for Adobe Photoshop. 118 tools. Control from Cursor, Claude or custom LLMs.
- pab1it0 Discovered 517
prometheus-mcp-server
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
- juyterman1000 Discovered 427
entroly
Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer verification, and MCP for Claude Code, Codex, OpenClaw.
- Community 408
GraphQL
Query any GraphQL endpoint with introspection — schema-aware tool surface.
- Vercel Vendor 371
Vercel
Manage Vercel projects, deployments, env vars, and domains via the Vercel API.
- spences10 Discovered 345
mcp-omnisearch
🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi FastGPT, Exa, Linkup), and content extraction services (Firecraw
- dex-original Discovered 344
okx-agent-trade-kit
okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open
- elusznik Discovered 338
mcp-server-code-execution-mode
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions contex
- ErickWendel Discovered 329
erickwendel-contributions-mcp
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms
- adhikasp Discovered 313
mcp-git-ingest
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
- getdatanaut Discovered 303
openmcp
Turn any openapi file into an mcp server, with just the tools you need.
- postmanlabs Discovered 295
postman-mcp-server
Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, OpenAPI specs, and environments via Model Context Protocol (MCP)
- QuinnAho Discovered 285
claudemap
google maps for vibecoders.
- codespar Discovered 264
mcp-dev-latam
Open-source MCP servers for Latin American commerce — Pix, NF-e, banking, fiscal, logistics, and messaging across Brazil, Mexico, Argentina, Colombia, Chile, and Peru. MIT, on npm.
- warpdot-dev Discovered 229
composio
typescript python sdk ai-agents anthropic openapi langchain openai-agents llamaindex mastra vercel-ai mcp oauth saas llm integrations agent-tools automation cloudflare google-gemini tooling rag multi-
- cafeTechne Discovered 191
antigravity-link-extension
Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI.
- rust-mcp-stack Discovered 175
rust-mcp-sdk
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
- marcuspat Discovered 161
turbo-flow
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI subagents, Claude Flow, SPARC methodology, and
- Axiom Vendor 60
Axiom
Query Axiom logs + traces via APL — model-driven log analysis.
- Community 41
GitHub Actions
Trigger + monitor GitHub Actions runs, fetch logs, manage workflow secrets.