Discover Awesome MCP Servers

qtm4j-mcp-server

MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test case and cycle management via natural language.

obsidian-mcp-secure

Secure MCP server that bridges AI clients like Claude Desktop to Obsidian vaults, enabling read/write operations with OWASP Top 10 security controls and audit logging.

wger MCP Server

MCP server that wraps wger fitness/nutrition management platform, providing 15 tools for exercise search, ingredient nutrition lookup, weight tracking, and more, accessible to any MCP-compatible AI agent.

Intercom MCP Server

Enables AI agents to manage Intercom support workflows, including searching and updating contacts, handling conversations, assigning and closing tickets, and logging notes.

@powforge/captcha-mcp

MCP server that gates API calls to AI agents using proof-of-work (free) or Lightning payment (3 sats), providing challenge, verify, and status tools for per-call authentication without accounts.

mcp-recipes

An MCP server that searches and reads recipes from multiple sources simultaneously, merges the results, and rescales ingredient quantities for any number of servings in French and English.

dst

Enables AI agents to query governed data warehouses through plain language, returning grounded answers with SQL, confidence grades, and signed receipts while enforcing access, testing, and audit controls.

AgentLens MCP Server

Enables AI agents to access observability and evaluation data, including run history, span traces, LLM-as-judge evaluation results, and regression reports.

Schema.gov.it MCP Server

Enables AI agents to semantically explore and analyze the Italian government data catalog (schema.gov.it), including ontologies, vocabularies, datasets, and data quality checks.

Claude Team MCP Server

Enables Claude Code to orchestrate a team of independent Claude Code sessions within iTerm2 for parallel task execution and isolated git worktree management. It provides tools to spawn, monitor, and message worker sessions while maintaining full visibility and control over their terminal windows.

GitLab MCP Server

An MCP server that provides comprehensive access to the GitLab API for project management, repository operations, and issue tracking. It enables users to perform file operations, manage branches, and coordinate organization-wide workflows through project and group-level milestones.

git-insights-mcp

A local-only MCP server that exposes git repository history, diffs, and status as tools for LLM clients, working entirely against a local git repo on disk.

Pirsch Analytics MCP Server

Enables natural language analytics queries for Pirsch Analytics, providing comprehensive website traffic statistics, period comparisons, and trend analysis through an MCP interface.

video-transcribe-mcp

LLM을 위한 비디오 트랜스크립션 기능 (예: YouTube, Facebook, Tiktok 등)을 제공하는 Optivus와 통합된 MCP 서버 구현

Incident Triage MCP

Incident Triage MCP is a Model Context Protocol (MCP) server for incident triage. It provides safe, auditable tools for evidence retrieval, deterministic summaries, ticket workflows, and notifications.

Python MCP Server

**python-mcp-server** 프로젝트는 Minecraft와 상호 작용하도록 설계된 Flask 기반 웹 서버이며, Minecraft 서버, 플러그인 또는 플레이어 데이터 관리를 위한 더 큰 시스템의 일부일 가능성이 높습니다.

mcp-gateway

MCP server that enables AI agents to simulate EVM bytecode and probe capabilities, serving as a gateway to an Ethereum execution engine.

OpenAPI MCP Server

모델 컨텍스트 프로토콜을 통해 대규모 언어 모델이 OpenAPI 사양으로 정의된 REST API를 검색하고 상호 작용할 수 있도록 하는 서버입니다.

letterbox

Enables real-time, file-based messaging between terminal AI agents (like Claude Code, Gemini CLI) allowing them to collaborate on tasks directly without a server or network, using JSON files and atomic rename for coordination.

Discourse MCP

Enables AI agents to interact with Discourse forums through search, reading topics/posts, managing categories and tags, chat channels, and optionally creating content with safeguarded write operations.

Netlify Express MCP Server

A basic serverless MCP implementation using Netlify Functions and Express. Demonstrates how to deploy and run Model Context Protocol servers in a serverless environment with proper routing configuration.

Hurl OpenAPI MCP Server

Enables AI models to load and inspect OpenAPI specifications, generate Hurl test scripts, and access API documentation for automated testing and API interaction through natural language.

emi_mcp_server

A sample MCP server that exposes tools, resources, and prompts for managing users and todos, supporting both stdio and Streamable HTTP transports.

Job Tracker MCP Server

Enables tracking job applications through a pipeline, scheduling follow-ups, and summarizing job search progress via natural language.

mcp-apple-music

Full Apple Music integration for Claude: search the catalog, browse your personal library, manage playlists, and get personalised recommendations.

custom-mcp-server

Exposes custom Python functions as tools and integrates with Ollama for tool calling.

QGISMCP

Claude AI를 QGIS에 연결하여 자연어 프롬프트를 통해 프로젝트 생성, 레이어 조작, 코드 실행, 처리 알고리즘 등을 직접 수행할 수 있도록 하는 모델 컨텍스트 프로토콜 서버입니다.

Qiao-MCP

Enables AI assistants to interact with bridge structural analysis software for modeling, construction stages, and code checking.

mcp-openfda

Enables querying openFDA drug and device data via natural language through the Pipeworx MCP gateway.

Godot Scene Analyzer

Analyzes Godot game projects to enforce ECS architecture patterns, automatically detecting when scene scripts contain game logic that should be in the ECS layer and validating separation between presentation and logic code.