Discover Awesome MCP Servers

GitHub MCP Server

Enables natural language interaction with GitHub through an MCP server. Supports reading repos, issues, and PRs, as well as creating and editing issues with user confirmation.

Remote MCP Server (Authless)

A Cloudflare Workers-based MCP server that enables AI models to use custom tools without requiring authentication.

🏓 MCP Ping-Pong Server by Remote Call

🏓 Um aplicativo experimental e educacional para servidor de Ping-Pong demonstrando chamadas MCP (Model Context Protocol) remotas.

tech-collector-mcp

Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Hacker News), summarizes them using Gemini API, and syncs them to Notion databases with personalized recommendations based on reading history and tags.

Azure DevOps MCP Server

Focused local MCP server for Azure DevOps Services, Azure Repos, and Azure Boards. It provides ticket-reading and pull-request-review workflows through 31 MCP tools backed by Azure DevOps REST API 7.1.

GitHub Project Manager MCP

Enables comprehensive GitHub project management with 20 tools for issue tracking, milestone management, label organization, AI-powered task complexity analysis, and PRD generation with roadmap planning capabilities.

Brand MCP Server

Enables access to a PostgreSQL database for brand-related data using Python. It allows users to interact with database records through local configurations or secure remote EC2 deployments.

File Converter MCP Server

An MCP server that provides multiple file conversion tools for AI agents, supporting various document and image format conversions including DOCX to PDF, PDF to DOCX, image conversions, Excel to CSV, HTML to PDF, and Markdown to PDF.

kali-mcp

Provides an MCP interface to a full Kali Linux environment running in Docker, enabling AI assistants to execute security tools like nmap, sqlmap, and metasploit. It allows users to start/stop the container, run shell commands, and transfer files for security testing and educational purposes.

vuln-intel

Enables prioritized vulnerability intelligence with exploitation-aware ranking, fact-checking of agent claims, and transferable attack mechanics from disclosed bug bounty reports.

OpenAPI to MCP Server

Uma ferramenta/biblioteca que pode converter automaticamente documentos OpenAPI em configurações de servidor MCP remoto do Higress.

iClips MCP Bridge

Connects iClips project data to Claude for agency capacity planning, exposing tools to monitor daily demand vs. capacity, stalled jobs, cascading off-work effects, and classification audits.

ariadne

Ariadne's thread — a way out of the microservice maze. Local cross-service semantic chain hinter for microservices (GraphQL/HTTP/Kafka/frontend)

quelllm-mcp

MCP server for QuelLLM: recommends the best open-source LLM to run locally for your hardware (GPU/RAM), with model comparison and a cost calculator.

Weather MCP Server

A Model Context Protocol server that retrieves current weather information for any city using the OpenWeatherMap API, designed for integration with Claude Code.

mcp-server-starter

This MCP server starter template enables developers to quickly build production-ready MCP servers with Streamable HTTP, stateless design, and OAuth 2.1 authorization. It provides a structured, capability-based architecture with Postgres audit logging and centralized scope enforcement.

memory_plus

Provides persistent, searchable structured memory management for AI agents, with keyword matching, bidirectional Zettelkasten sync, and six MCP tools.

SAP MCP Server

Enables AI assistants to securely connect with SAP ABAP and BTP services, allowing execution of function modules, BAPIs, table reads, and various BTP operations through MCP.

release-mcp

Enables users to manage multi-repo releases on GitLab through natural language: start, reconcile, approve, bump, and explain releases without blocking pipelines.

rag-mcp

Enables ingestion and semantic search over text documents using PostgreSQL + pgvector and OpenAI-compatible embeddings, allowing any LLM agent to retrieve relevant chunks for grounded answers.

Hacker News MCP Server

Enables AI assistants to fetch top, new, best, Ask HN, Show HN, and job stories, as well as specific posts, comments, and user information from Hacker News through the Model Context Protocol.

German Law MCP

Provides read-only access to current German federal law, supporting legislation search, provision retrieval, and citation handling.

University Course Catalog MCP Server

Provides intelligent access to a university course catalog with full-text search, prerequisite tracking, instructor lookups, and course comparison prompts.

RAG GroundX MCP Server

Enables advanced semantic search and document management by integrating the GroundX API with Claude Desktop and GitHub Copilot. It supports local file uploads, website crawling, and Google Drive synchronization for RAG workflows.

Ableton Live MCP

Enables AI agents to control and inspect Ableton Live by executing Python code directly against the Live Object Model. It allows for automated track management, MIDI note creation, and real-time session manipulation through a natural language interface.

rain-avoid-map

Provides flood-risk reporting and avoidance guidance for rainy days, including parking risk, community reports, and weather-based alerts.

AgentDebate MCP Server

Enables AI agents to discover, join, and participate in AgentDebate debates via MCP tools, replacing manual REST orchestration.

zerobyte-mcp

Enables managing Zerobyte backups via MCP, including listing repositories, snapshots, schedules, and restoring backups.

pplx-custom-mcp

Provides Perplexity-powered search and page extraction tools that work without a headless browser, optimized for communities, forums, game stores, and comments. Runs on Cloudflare Workers, with free content fetching and per-search API costs.