Awesome MCP

Awesome MCP [](https://awesome.re)

> A curated list of Model Context Protocol (MCP) servers, clients, SDKs and tools.

The Model Context Protocol (MCP) is an open protocol published by Anthropic in November 2024. It lets LLM apps connect to external data and tools. This list covers the whole ecosystem around the protocol, organized by use case so you can find what you need fast.

Servers are grouped by what they do. Each row shows the real language, repository activity (last push) and stars. ✅ = official / first-party. Activity legend: 🟢 ≤3 mo · 🟡 ≤1 yr · 🔴 >1 yr · 🗄️ archived · ❔ unknown. Signals auto-refreshed; last update 2026-06-08.

Contents

• [Servers](#servers)
• [Dev, Code & Git](#dev-code--git) (15)
• [Databases & Data](#databases--data) (2)
• [Cloud, DevOps & Monitoring](#cloud-devops--monitoring) (6)
• [Web, Search & Browser](#web-search--browser) (11)
• [Productivity, Docs & Knowledge](#productivity-docs--knowledge) (4)
• [Communication & Social](#communication--social) (3)
• [Commerce, Ads & Business](#commerce-ads--business) (10)
• [AI, Agents & Memory](#ai-agents--memory) (6)
• [Media & 3D](#media--3d) (4)
• [Finance & Crypto](#finance--crypto) (1)
• [Other](#other) (7)
• [Clients](#clients)
• [SDKs](#sdks)
• [Tools](#tools)

⭐ Featured

Standout community servers by traction and activity.

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | MarkItDown ✅ | Lightweight STDIO and SSE MCP server for calling MarkItDown. | | 🟢 0d | 159k | | Playwright ✅ | Provides browser automation capabilities using Playwright. | | 🟢 0d | 34.3k | | Official Github ✅ | Seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools. | | 🟢 0d | 31k | | Blender | Interact with and control Blender using prompt assisted 3D modeling, scene creation, and manipulation. | | 🟢 0d | 23.2k | | AWS ✅ | A suite of specialized MCP servers that bring AWS best practices directly to your development workflow. | | 🟢 0d | 9.3k | | XcodeBuildMCP | Provides Xcode-related tools for integration with AI assistants and other MCP clients. | | 🟢 0d | 6k | | WhatsApp | Search your personal Whatsapp messages, search your contacts and send messages to either individuals or groups. | | 🟡 11mo | 5.8k | | Obsidian | Interact with Obsidian. | | 🟢 3w | 4k |

> The canonical reference servers live in modelcontextprotocol/servers — listed by category below.

Servers

Dev, Code & Git

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | FileSystem ✅ | Secure file operations with configurable access controls. | | 🟢 0d | 87.7k | | Github ✅ | Repository management, file operations, and GitHub API integration. | | 🟢 0d | 87.7k | | Gitlab ✅ | GitLab API, enabling project management. | | 🟢 0d | 87.7k | | Git ✅ | Tools to read, search, and manipulate Git repositories. | | 🟢 0d | 87.7k | | Official Github ✅ | Seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools. | | 🟢 0d | 31k | | XcodeBuildMCP | Provides Xcode-related tools for integration with AI assistants and other MCP clients. | | 🟢 0d | 6k | | Filesystem | File operations with configurable access controls. | | 🟡 6mo | 659 | | Muvon/octocode | Semantic code indexer with GraphRAG knowledge graph and MCP server. Tree-sitter AST parsing, ast-grep structural search, code signatures view. 13+ languages. Local-first, Apache 2.0. | | 🟢 0d | 408 | | Node.js | Gives Cursor or Claude Code access to Node.js at runtime to help you debug. | | 🗄️ archived | 302 | | VSCode Devtools (Bifrost) | Connect to VSCode IDE and use semantic tools like find_usages. | | 🟢 2mo | 219 | | Hoofy | Spec-driven development companion with persistent memory (SQLite + FTS5 + knowledge graph), adaptive change pipeline, and greenfield project pipeline with Clarity Gate. 32 MCP tools, single binary, zero dependencies. | | 🟢 2mo | 14 | | preflight | 24-tool MCP server for Claude Code that scores prompts before execution, catches ambiguity, tracks correction patterns, and estimates token cost — reduces wasted tokens from vague prompts. | | 🟢 2mo | 9 | | Filesystem | File operations with configurable access controls. | | 🔴 1y | 5 | | wopee-mcp | Autonomous AI testing for web apps — generate test cases and user stories, dispatch test, analysis and AI-agent runs, and fetch artifacts and project status via Wopee.io. | | 🟢 0d | 3 | | Phabricator | Interact with Phabricator API. | | ❌ gone | — |

Databases & Data

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | PostgreSQL ✅ | Read-only database access with schema inspection. | | 🟢 0d | 87.7k | | Sqlite ✅ | Database interaction and business intelligence capabilities. | | 🟢 0d | 87.7k |

Cloud, DevOps & Monitoring

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | AWS Knowledge Base Retrieval ✅ | Retrieve information from the AWS Knowledge Base using the Bedrock Agent Runtime. | | 🟢 0d | 87.7k | | Sentry ✅ | Retrieving and analyzing issues from Sentry.io. | | 🟢 0d | 87.7k | | AWS ✅ | A suite of specialized MCP servers that bring AWS best practices directly to your development workflow. | | 🟢 0d | 9.3k | | Cloudflare ✅ | Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1). | | 🟢 0d | 3.9k | | ZenML | Chat with your MLOps and LLMOps pipelines using the official ZenML MCP server. | | 🟢 0d | 48 | | Raygun | Interact with your crash reporting and real using monitoring data on your Raygun account. | | 🟡 3mo | 20 |

Web, Search & Browser

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | Puppeteer ✅ | Browser automation and web scraping. | | 🟢 0d | 87.7k | | Brave Search ✅ | Web and local search using Brave's Search API. | | 🟢 0d | 87.7k | | Fetch ✅ | Web content fetching and conversion for efficient LLM usage. | | 🟢 0d | 87.7k | | Playwright ✅ | Provides browser automation capabilities using Playwright. | | 🟢 0d | 34.3k | | Youtube | Uses yt-dlp to download subtitles from YouTube. | | 🟢 0d | 530 | | Kagi | A Model Context Protocol server implementation for Kagi's API. | | 🔴 1y | 44 | | BGPT MCP | Search scientific papers and get structured experimental data from full-text studies. Remote MCP server with free tier. | | 🟢 0d | 33 | | newsmcp | Real-time world news for AI agents — events clustered from hundreds of sources, classified by 12 topics and 30+ geographic regions, ranked by importance. Free, no API key required. | | 🟡 3mo | 7 | | Exa.ai | Use the Exa AI Search API for web searches. | | 🔴 1y | 6 | | Naver Search MCP | Naver Shopping, Cafe, News search for Korean users. | | 🟡 4mo | 0 | | Helium MCP | News search with per-outlet bias scores (37 dimensions, 216 sources), balanced multi-source synthesis, live equity/ETF/crypto quotes, and ML options pricing. Remote streamable HTTP, 9 tools. | | 🟢 6d | 9 |

Productivity, Docs & Knowledge

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | MarkItDown ✅ | Lightweight STDIO and SSE MCP server for calling MarkItDown. | | 🟢 0d | 159k | | Google Drive ✅ | File access and search capabilities for Google Drive. | | 🟢 0d | 87.7k | | Obsidian | Interact with Obsidian. | | 🟢 3w | 4k | | Taskade MCP ✅ | Official Taskade MCP server with 50+ tools for managing workspaces, projects, tasks, custom AI agents, knowledge bases, and workflow automations. Includes OpenAPI-to-MCP codegen. | | 🟢 0d | 151 |

Communication & Social

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | Slack ✅ | Channel management and messaging capabilities. | | 🟢 0d | 87.7k | | WhatsApp | Search your personal Whatsapp messages, search your contacts and send messages to either individuals or groups. | | 🟡 11mo | 5.8k | | posteverywhere/mcp | Schedule and publish to Instagram, TikTok, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Discord, and Telegram from natural language. | | 🟢 0d | 1 |

Commerce, Ads & Business

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | Coupang MCP | Korean e-commerce (Coupang) product search with Rocket Delivery filtering. | | 🟢 8w | 15 | | Frihet | AI-native business management with 31 tools for invoicing, expenses, clients, products, quotes, and tax compliance (VeriFactu). Multi-currency, OCR, and Stripe Connect. Supports stdio and remote Streamable HTTP with OAuth 2.0. | | 🟢 0d | 6 | | BuyWhere | Real-time product search and price comparison for Singapore and Southeast Asia. 260K+ products from Lazada, Shopee, FairPrice, Courts. Remote via mcp.buywhere.ai/mcp. | | 🟢 0d | 3 | | Toolradar MCP | Search, compare, and get pricing for 8,600+ software tools with verified data, editorial scores, G2/Capterra ratings, and real alternatives. | | 🟢 2mo | 2 | | recipe-commerce-mcp | Extract ingredients, kitchen tools, and product recommendations from recipe content for affiliate marketing integration. Free tier (200 calls/day), remote on Cloudflare Workers. | | 🟢 2mo | 1 | | Agentic Ads | Affiliate marketing MCP server for contextual product recommendations with USDC commission payouts. | | 🟢 7w | 0 | | podcast-commerce-mcp | Extract affiliate-ready product mentions from podcast transcripts with brand recognition, confidence scoring, and commerce intelligence. Free tier (200 calls/day), remote on Cloudflare Workers. | | 🟢 2mo | 0 | | newsletter-commerce-mcp | Extract product recommendations and affiliate marketing opportunities from newsletter and email content. Free tier (200 calls/day), remote on Cloudflare Workers. | | 🟢 2mo | 0 | | Cleo Skills MCP | Product-compliance MCP server exposing 45 production-grade compliance skills (cosmetics, food, electronics, toys, textiles, supplements, medical devices, customs, recalls, claims, sustainability) as MCP resources, prompts, and tools. npx -y @cleo-labs/skills-mcp@latest. MIT. | | 🟢 0d | 0 | | ProposalCraft | Draft client proposals in your voice using your past winning proposals as style examples. Paste a brief, get a ready-to-send proposal. Includes analyzebrief, draft_proposal tools and 12 industry templates. Zero API key, fully local. | | 🟢 0d | 0 |

AI, Agents & Memory

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | Memory ✅ | Knowledge graph-based persistent memory system. | | 🟢 0d | 87.7k | | OpenAI | Query OpenAI models directly from Claude. | | 🔴 1y | 81 | | EGC | Persistent cross-session memory MCP server for 13+ AI coding tools. SQLite-backed state survives context resets and keeps Claude Code, Cursor, Gemini CLI, Codex, and more in sync. | | 🟢 0d | 27 | | WritBase | MCP-native task management for AI agent fleets with multi-agent permissions, delegation safety, and full provenance. | | 🟢 2mo | 7 | | Nucleus MCP | 114 MCP tools for persistent memory, execution verification, governance, and compliance. Local-first. | | 🟢 0d | 3 | | PraisonAI | AI Agents framework with 64+ built-in MCP tools for search, memory, workflows, code execution, and file operations. | | 🟡 4mo | 1 |

Media & 3D

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | Blender | Interact with and control Blender using prompt assisted 3D modeling, scene creation, and manipulation. | | 🟢 0d | 23.2k | | Funplay MCP for Unity | Unity Editor MCP server with executecode, play mode automation, screenshots, input simulation, prompts, and resources. | | 🟢 0d | 147 | | VideoOverlayKit | Render 4-6s animated b-roll overlay videos for short-form social (LinkedIn, IG Reels, YouTube Shorts, TikTok) and landscape video. Paste a script, the AI writes the scene spec and renders the mp4. Free, MIT, runs locally. | | 🟢 0d | 1 | | VAP-MCP | MCP server for AI media generation (images, videos, music) with deterministic cost control using reserve-burn-refund billing. | | 🟡 3mo | 0 |

Finance & Crypto

| Server | Description | Lang | Activity | ⭐ | |---|---|---|:--:|--:| | [RustChain MCP](https://github.com/Sc

…

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: AlexMili
• Source: AlexMili/Awesome-MCP
• License: CC0-1.0

Install and usage instructions live in the source repository linked above.