Discover Awesome MCP Servers

qa-toolkit-mcp

An MCP server that reads test reports and provides regression analysis tools for comparing runs, identifying regressions, fixes, and persistent failures.

fallnote-mcp

Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources for state folding, κ-band classification, and fold operations in any MCP client.

x402-test-mcp

An MCP server that tests agent payment capabilities by making a real x402 payment ($10 USDC on Base) and returning a signed diagnostic report covering the entire payment flow.

metabase-mcp-navi

A MCP server for Metabase that gives AI assistants direct access to dashboards, cards, and query execution.

Git Commit Message Generator MCP Server

An intelligent MCP server that automatically generates Conventional Commits style commit messages by analyzing git diffs using LLM providers like DeepSeek and Groq. It enables developers to maintain standardized version history through natural language interactions in supported MCP clients.

MCP Server

A server implementation of the Model Context Protocol that allows users to extend Claude's capabilities by creating custom tools that can be used within the Claude Desktop client.

Teleprompter

Enables storage and reuse of prompt templates with variable substitution for LLMs. Supports creating, searching, and retrieving prompt templates to avoid repeating complex instructions across conversations.

OpenProject MCP

An MCP server that lets local AI agents read and manage OpenProject project data through structured, guarded tools, with write operations requiring explicit confirmation.

MCP Server Deployment Demo

A demonstration MCP server that provides a simple addition tool for learning how to create and deploy servers following the Model-Context-Protocol specification. Serves as a basic example for developers getting started with MCP server development.

Quran Cloud MCP Server

Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic text on-demand, reducing hallucinations when working with sensitive religious content.

MCP Voice Notification

Provides voice notifications using Grok's text-to-speech API to alert users when Claude Code completes tasks, with support for both local and remote server configurations.

view-image-mcp

Enables Claude Code to display images inline within supported terminals like Ghostty and Kitty using the Kitty graphics protocol on macOS. It allows users to view various image formats including PNG, JPEG, GIF, and WebP directly in the terminal interface.

Ressl MCP Server - Advanced File Search

A sophisticated MCP server providing powerful file search capabilities including single file search, recursive directory search, and file information retrieval.

monarch-mcp-server

MCP Server for Monarch Money, utilizing an unofficial api.

FastMCP Webinar Demo Server

An MCP server with six tools including web search, URL fetching, math calculation, and note management. Designed for a live-coding demo integrating FastMCP with LangGraph ReAct agents.

MCP Calculator Server

A simple MCP server that provides an add_numbers tool for addition operations, with setup instructions for VSCode extensions like Roo Code or Cline.

Anaplan MCP

An MCP server that connects AI assistants to Anaplan's Integration API v2, enabling users to browse workspaces, manage model data, and execute bulk operations like imports and exports. It provides 25 structured tools to navigate model hierarchies and perform transactional tasks through natural language.

google-mail-mcp

Provides a standardized interface for interacting with Google Mail tools and services through the Model Context Protocol, enabling email management via natural language.

fleet-mcp

A unified MCP server for managing hosting fleets, enabling natural language control over SSH, WordPress, Cloudflare, MySQL, GitHub, Docker, Coolify, and more.

AMapMCP

A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive map navigation with real-time route planning and WebSocket communication.

htb-app-mcp

Enables interaction with Hack The Box App services including machines, challenges, sherlocks, and more through the HTB API v4.

Second Opinion MCP

Enables Claude to consult over 17 AI platforms and 800,000+ models to provide alternative perspectives, code reviews, and diverse feedback. It features a unique personality system and supports multi-AI group discussions and debates directly within the chat interface.

mcp-video

An MCP server that enables LLMs to analyze video content by extracting frames as base64 images and retrieving video metadata using ffmpeg.

java-jdtls-mcp-server

A high-performance MCP server that bridges AI agents with Java codebases, providing professional-grade Java language intelligence via Eclipse JDT.LS.

Scanpy-MCP

Provides a natural language interface for scRNA-Seq analysis using the Scanpy library, supporting operations such as data preprocessing, clustering, and visualization. It enables AI agents and clients to perform complex single-cell transcriptomics workflows through the Model Context Protocol.

PodMaster

Local podcast transcription, embedding, and semantic search with an MCP server for AI assistant integration. All processing runs on your machine.

Agent Coherence — Stale Write Guard (FS)

Coherence guard for shared files: when two agents write the same file, the stale writer is denied instead of silently overwriting, then reacquires and retries. Single-host, TLA+-verified.

mcp-docs

Generic MCP server that exposes Markdown documentation to LLMs, enabling them to search and answer questions about any software documentation.

SourceSync.ai MCP Server

A Model Context Protocol server that enables AI models to interact with SourceSync.ai's knowledge management platform for managing documents, ingesting content from various sources, and performing semantic searches.

Jira MCP Server

Enables Jira integration for comprehensive issue management, board operations, time tracking, and project management through natural language.