Discover Awesome MCP Servers

Cohere MCP Server

Enables AI assistants to use Cohere's language models, embeddings, and reranking capabilities via the Model Context Protocol.

kcp-harness

An MCP compliance proxy that enforces deterministic knowledge governance for AI agents, routing tool calls through a 14-gate planner and generating audit logs, budget ledgers, and approval tickets.

graph-atlas-mcp

MCP server that tracks and searches Microsoft Graph API schema changes, permissions, and roles, with historical data and an interactive schema visualizer.

Notes MCP Server

A simple server for saving, listing, and searching notes persisted to a local JSON file. It enables users to manage their personal notes using natural language via the Model Context Protocol.

Synapse MCP

Standard coding agents waste 70% of context tokens re-reading raw files with shell grep. Synapse-MCP indexes your codebase into a sub-millisecond local AST graph—giving Claude Code, Cursor, and Windsurf exact caller trees, 60% lower token spend, and zero-hallucination refactoring.

Myrmex Hive

A decentralized, secure agent orchestration framework for monitoring and managing distributed edge servers, Docker hosts, and Kubernetes nodes via outbound SSH tunnels with zero inbound ports.

KuzuMem-MCP

A distributed memory bank MCP server that stores AI agent memories in a KùzuDB graph database with repository/branch isolation. Features AI-powered memory optimization, dependency tracking, and comprehensive graph analysis capabilities.

Bitrix24 MCP server

Adds the Bitrix24 MCP server built by Bit2Beat. 40 tools covering CRM, tasks, disk, calendar, chat, business processes, telephony, product catalog, and full portal configuration management. Repo: https://github.com/bit2beat/bitrix24-mcp

MSSQL MCP Server

Enables AI assistants to interact with Microsoft SQL Server databases via introspection and query tools. Supports single or multiple databases with read-only mode by default and an optional write capability.

API Status Check MCP Server

Monitor the real-time status of 200+ popular APIs and services. Check if services like GitHub, Stripe, AWS, and Slack are experiencing outages or degraded performance directly from your AI assistant.

Jokes MCP Server

Deploys a joke-telling MCP server on Azure and integrates it with Microsoft Copilot Studio, enabling agents to deliver concise, engaging jokes upon request.

GitHub Actions MCP Server

An intelligent MCP server that gives AI agents full control over GitHub Actions CI/CD pipelines, including real-time monitoring, log analysis, AI-powered failure diagnosis, and deployment management.

Stockflow MCP

Enables AI assistants to search and embed watermarked previews of 18,000+ royalty-free stock images and 4K videos from Stockflow.media, with tools for asset search, category listing, and preview downloads.

srgplus-mcp

MCP server for SRG+ — lets Claude (and any MCP-aware agent) manage hubs, channels, content, assets, users, and workspaces through the SRG+ API.

linear-mcp-lean

A self-hosted MCP server for Linear that reduces response sizes by field-selecting minimal data, saving tokens and costs in LLM agent sessions.

@cyanheads/tmdb-mcp-server

Enables searching and retrieving detailed information about movies, TV shows, and people from The Movie Database (TMDB), including streaming availability, via the Model Context Protocol.

mcp-heartbeat

Dead-man's-switch monitoring for cron jobs and AI agents: your job or agent pings a URL each run, and Kywio alerts you when the pings stop. MCP-native (create/ping/get heartbeat) plus REST — an outside observer for agents that can't detect their own death.

jewei-mcp-nacos

An MCP server that enables AI assistants to query and manage Nacos configurations. It supports Nacos 3.x for retrieving or publishing configuration files and includes an optional read-only mode for secure environments.

miibo-mcp

Enables Claude Code to interact with miibo AI agents (AI employees) via MCP tools, supporting chat, employee management, admin operations, and knowledge addition through the miibo chat API.

GitMCP

GitHub 프로젝트를 MCP 엔드포인트로 변환하여 AI 어시스턴트가 별도의 설정 없이 프로젝트 문서를 액세스하고 이해할 수 있도록 지원하는 무료 오픈 소스 서비스입니다.

Roblox Executor MCP

MCP server that allows AI agents to execute code, inspect scripts, spy on remotes, and interact with a running Roblox game client.

Product Recommendation System

Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.

authn-authz-with-mcps

This MCP server provides authentication via wallet sign-in (SIWE) and authorization with scoped access to read and trade portfolios, enabling secure portfolio management through natural language.

Image Generation Server

Provides image generation capabilities for Claude using the Replicate Flux model, allowing users to create images from text prompts with customizable parameters like aspect ratio and output format.

oura-mcp-server

A Model Context Protocol server that enables AI assistants to access Oura Ring health data including sleep, activity, readiness, heart rate, and stress through read-only tools.

google-sheets-mcp

MCP server to read, write, create, and format Google Sheets via OAuth2 authentication, providing tools for spreadsheet management.

Raindex MCP Server

AI agents can query, manage, and interact with Raindex onchain orderbook positions via 17 MCP tools.

transdex-mcp

MCP server for whisper-based transcription and translation, supporting local stdio and remote HTTP transports with file workflow safety.

Marlo MCP

Enables interaction with Marlo's maritime finance and operations platform, providing access to vessel management, voyage tracking, financial data, banking transactions, loans, compliance reporting, and operational analytics for shipping businesses.

Lithuanian Law MCP

Provides search, retrieval, and validation of Lithuanian statutes and provisions, including EU law cross-references, enabling legal research and compliance checks through natural language.