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.

• Servers
  • Dev, Code & Git (15)
  • Databases & Data (2)
  • Cloud, DevOps & Monitoring (6)
  • Web, Search & Browser (10)
  • Productivity, Docs & Knowledge (4)
  • Communication & Social (2)
  • Commerce, Ads & Business (9)
  • AI, Agents & Memory (5)
  • Media & 3D (3)
  • Finance & Crypto (1)
  • Other (7)
• Clients
• SDKs
• Tools

Standout community servers by traction and activity.

Server	Description	Lang	Activity	⭐
MarkItDown ✅	Lightweight STDIO and SSE MCP server for calling MarkItDown.		🟢 13d	148.1k
Playwright ✅	Provides browser automation capabilities using Playwright.		🟢 4d	33.6k
Official Github ✅	Seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools.		🟢 0d	30.5k
Blender	Interact with and control Blender using prompt assisted 3D modeling, scene creation, and manipulation.		🟢 0d	22.5k
AWS ✅	A suite of specialized MCP servers that bring AWS best practices directly to your development workflow.		🟢 1d	9.2k
XcodeBuildMCP	Provides Xcode-related tools for integration with AI assistants and other MCP clients.		🟢 0d	5.9k
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	3.9k

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

Server	Description	Lang	Activity	⭐
FileSystem ✅	Secure file operations with configurable access controls.		🟢 1d	86.9k
Github ✅	Repository management, file operations, and GitHub API integration.		🟢 1d	86.9k
Gitlab ✅	GitLab API, enabling project management.		🟢 1d	86.9k
Git ✅	Tools to read, search, and manipulate Git repositories.		🟢 1d	86.9k
Official Github ✅	Seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools.		🟢 0d	30.5k
XcodeBuildMCP	Provides Xcode-related tools for integration with AI assistants and other MCP clients.		🟢 0d	5.9k
Filesystem	File operations with configurable access controls.		🟡 6mo	650
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	395
Node.js	Gives Cursor or Claude Code access to Node.js at runtime to help you debug.		🗄️ archived	301
VSCode Devtools (Bifrost)	Connect to VSCode IDE and use semantic tools like find_usages.		🟢 2mo	215
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	8
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.		🟢 4w	3
Phabricator	Interact with Phabricator API.		❌ gone	—

Server	Description	Lang	Activity	⭐
PostgreSQL ✅	Read-only database access with schema inspection.		🟢 1d	86.9k
Sqlite ✅	Database interaction and business intelligence capabilities.		🟢 1d	86.9k

Server	Description	Lang	Activity	⭐
AWS Knowledge Base Retrieval ✅	Retrieve information from the AWS Knowledge Base using the Bedrock Agent Runtime.		🟢 1d	86.9k
Sentry ✅	Retrieving and analyzing issues from Sentry.io.		🟢 1d	86.9k
AWS ✅	A suite of specialized MCP servers that bring AWS best practices directly to your development workflow.		🟢 1d	9.2k
Cloudflare ✅	Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1).		🟢 6d	3.8k
ZenML	Chat with your MLOps and LLMOps pipelines using the official ZenML MCP server.		🟢 4d	45
Raygun	Interact with your crash reporting and real using monitoring data on your Raygun account.		🟡 3mo	21

Server	Description	Lang	Activity	⭐
Puppeteer ✅	Browser automation and web scraping.		🟢 1d	86.9k
Brave Search ✅	Web and local search using Brave's Search API.		🟢 1d	86.9k
Fetch ✅	Web content fetching and conversion for efficient LLM usage.		🟢 1d	86.9k
Playwright ✅	Provides browser automation capabilities using Playwright.		🟢 4d	33.6k
Youtube	Uses yt-dlp to download subtitles from YouTube.		🟢 5w	527
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.		🟢 13d	25
Exa.ai	Use the Exa AI Search API for web searches.		🔴 1y	6
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	4
Naver Search MCP	Naver Shopping, Cafe, News search for Korean users.		🟡 4mo	0

Server	Description	Lang	Activity	⭐
MarkItDown ✅	Lightweight STDIO and SSE MCP server for calling MarkItDown.		🟢 13d	148.1k
Google Drive ✅	File access and search capabilities for Google Drive.		🟢 1d	86.9k
Obsidian	Interact with Obsidian.		🟢 3w	3.9k
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.		🟢 3d	146

Server	Description	Lang	Activity	⭐
Slack ✅	Channel management and messaging capabilities.		🟢 1d	86.9k
WhatsApp	Search your personal Whatsapp messages, search your contacts and send messages to either individuals or groups.		🟡 11mo	5.8k

Server	Description	Lang	Activity	⭐
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	0
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.		🟢 8d	6
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.		🟢 6d	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 analyze_brief, draft_proposal tools and 12 industry templates. Zero API key, fully local.		🟢 0d	0

Server	Description	Lang	Activity	⭐
Memory ✅	Knowledge graph-based persistent memory system.		🟢 1d	86.9k
OpenAI	Query OpenAI models directly from Claude.		🔴 1y	81
WritBase	MCP-native task management for AI agent fleets with multi-agent permissions, delegation safety, and full provenance.		🟢 2mo	6
Nucleus MCP	114 MCP tools for persistent memory, execution verification, governance, and compliance. Local-first.		🟢 4w	2
PraisonAI	AI Agents framework with 64+ built-in MCP tools for search, memory, workflows, code execution, and file operations.		🟡 4mo	1

Server	Description	Lang	Activity	⭐
Blender	Interact with and control Blender using prompt assisted 3D modeling, scene creation, and manipulation.		🟢 0d	22.5k
Funplay MCP for Unity	Unity Editor MCP server with execute_code, play mode automation, screenshots, input simulation, prompts, and resources.		🟢 1d	94
VAP-MCP	MCP server for AI media generation (images, videos, music) with deterministic cost control using reserve-burn-refund billing.		🟡 3mo	0

Server	Description	Lang	Activity	⭐
RustChain MCP	MCP server for the RustChain blockchain and BoTTube video platform. AI agent tools for mining, wallet management, bounty hunting, and video publishing.		🟢 1d	94

Server	Description	Lang	Activity	⭐
Google Maps ✅	Location services, directions, and place details.		🟢 1d	86.9k
Stdio ✅	Communicate with an MCP client through standard input/output streams.		🟢 0d	23.3k
Websocket ✅	WebSocket server transport. This is an ASGI application, suitable to be used with a framework like Starlette and a server like Hypercorn.		🟢 0d	23.3k
AppleScript	Implements interaction with macOS via AppleScript.		🔴 1y	389
Make	Turn Make scenarios into callable tools for AI assistants.		🟢 7w	159
domain-mcp	MCP server to search, register, and manage domains (availability, DNS, WHOIS) via Dynadot API.		🟢 7w	9
SheetsData	Instant access to electronic component datasheets for AI agents — specs, pinouts, package info, absolute max ratings extracted from manufacturer PDFs on demand.		🟢 6w	6

Client	Description	Lang	Activity	⭐
n8n	interact with Model Context Protocol (MCP) servers in your n8n workflows.		🟡 5mo	3k
eechat	An open-source, cross-platform desktop application that seamlessly connects with full support for MCP, across Linux, macOS, and Windows.		🟡 11mo	341

Core SDKs maintained by the MCP organization.

SDK	Notes	Lang	Activity	⭐
Fast MCP	High-level Python framework used by ~70% of Python MCP servers.		🟢 2d	25.5k
tower-mcp	Tower-native implementation with middleware composition via .layer().		🟢 1d	6
rust-mcp-sdk	Async SDK with proc macros, hyper-based HTTP transport.		🟢 3d	175
pmcp	SIMD-optimized JSON-RPC parsing, performance-focused.		🟢 7d	50
mcp-go	Community SDK that inspired the official implementation.		🟢 4d	8.8k
go-mcp	Idiomatic Go API with strong typing.		🟢 3w	669

Tooling that helps you build, test, secure, deploy or manage MCP servers.

Tool	Description	Lang	Activity	⭐
Fast MCP	Create tools, expose resources, and define prompts with clean Pythonic code.		🟢 2d	25.5k
Server inspector ✅	Visual testing tool for MCP servers.		🟢 0d	10k
MCP Agent	Build effective agents with Model Context Protocol using simple, composable patterns.		🟡 4mo	8.4k
ToolHive	A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization.		🟢 0d	1.9k
MCP Installer	A server that installs other MCP servers for you.		🔴 1y	1.5k
Fleur MCP	A desktop app marketplace for Claude Desktop.		🔴 1y	534
MCP get	A command-line tool for installing and managing Model Context Protocol (MCP) servers.		🟡 7mo	511
Langchain	Support for LangChain.		🔴 1y	205
Roundtable	Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface.		🟡 8mo	113
Dify plugin	Change a Dify app to a mcp server.		🟡 11mo	66
ToolRegistry	A PyPI package that simplifies tool integration by streamlining OpenAI client tool calls and managing native Python functions and MCP servers, offering both async and sync interfaces.		🟢 2d	58
MCP Trust Kit	Deterministic CI scanner and surface-risk scoring for MCP servers.		🟢 2mo	24
mcpbr	Benchmark runner for evaluating MCP server performance and agentic capabilities.		🟢 5w	10
mcp-harness	In-memory test harness for MCP servers in TypeScript — supertest for MCP.		🟢 4d	2
Agent Guard	MCP security scanner and runtime governance gateway for AI agents. Detects tool poisoning, prompt injection, typosquatting, hidden unicode, and schema abuse in MCP tool definitions. Also provides policy enforcement, rate limiting, and kill switch.		🟢 6w	1
MCP Orchestrator	Kubernetes-native MCP control plane. Deploy MCP servers as pods in your own cluster, govern access with policy, audit every action.	—	🟢 0d	1