Discover Awesome MCP Servers

PromptBoard

A shared whiteboard server that enables users to provide visual context to AI agents by pasting screenshots and drawing annotations. It allows agents to analyze images, sketches, and marked-up details directly through the Model Context Protocol.

Receita Federal: NIRF

MCP server for consulting the Brazilian Federal Revenue NIRF (official source) via a single read-only tool, supporting natural language queries.

Aurea Orchestrator MCP

Production-ready MCP server for enforcing git/PR/Jira workflows with atomic, composable tools. Enables automated branch creation, conventional commits, PR generation, and Jira ticket operations with safety guardrails.

Zephyr MCP Server

A lightweight server that simplifies building and flashing Zephyr RTOS projects through a REST API, allowing remote control of the microcontroller programming workflow.

Zerodha Trading MCP

A Model Context Protocol server that enables AI models to interact with the Zerodha trading platform, allowing users to execute trades, view portfolio holdings, and manage positions through a standardized interface.

javaperf

MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). Enables AI assistants to diagnose performance, analyze threads, and inspect JFR recordings without manual CLI usage.

Invoker MCP Server

Enables AI agents to create, run, and manage HTTP requests using the Invoker API client's .ivk format. It provides tools for scanning collections, executing requests, managing environments, and building documentation sites.

RAG-MCP

A Retrieval Augmented Generation MCP server that ingests documents into a local vector database and enables semantic search queries.

gemini-web-mcp

An MCP server for automated interaction with Gemini's web interface using Playwright and LangGraph, enabling task execution, deep research, file uploads, chat management, and dynamic selector verification via MCP tools.

proc-repl-mcp

Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program control for interactive tools like Python, r2, or shells.

GitHub MCP Server in Go

Go로 작성된 Github용 MCP 서버의 비공식 구현체입니다. Metoro 내부에서 사용됩니다.

Sharpwave

An MCP server providing long-term memory for AI agents with forgetting curves, consolidation, and graph-based retrieval.

Pinecone Economic Books

Enables semantic search through a Pinecone vector database containing economic books and academic papers using natural language queries. Provides 10 specialized search tools with metadata filtering for precise discovery of economic theories, concepts, and research by author, subject, or book.

NIST NVD MCP Server

Enables AI agents to search, retrieve, and analyze vulnerability data from the NIST National Vulnerability Database through a comprehensive Model Context Protocol server.

ChatGPT Apps SDK Next.js Starter

A minimal starter for building OpenAI Apps SDK compatible MCP servers that support native widget rendering within ChatGPT. It demonstrates how to integrate Next.js tools and resources into the ChatGPT interface using the Model Context Protocol.

git-auto-commit

Analyzes git repository changes to generate conventional commit messages and summaries using OpenAI's GPT-4o-mini. It provides detailed tracking of modified, added, and deleted files to streamline the version control process.

Fatture in Cloud MCP Server

Enables integration with Fatture in Cloud to manage Italian electronic invoices through natural conversation, including creating, sending, and tracking invoices and financial data.

mcp-homelab-server

Enables AI agents to manage a homelab by providing tools for Docker, Ollama, and system monitoring through the Model Context Protocol.

Mood Playlist MCP Server

Generates personalized music playlists based on mood analysis using AI sentiment detection and emoji understanding. Integrates with Last.fm API to create playlists with multi-language support and provides streaming links for Spotify, Apple Music, and YouTube.

firecrawl-mcp-server

Enables web scraping and search with batch support, rate limiting, and flexible output modes (direct or file).

MCP Document Processor

An intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).

codebase-rlm

MCP server that uses Recursive Language Models to analyze codebases hierarchically, creating a persistent, queryable knowledge map to overcome context window limits and prevent context rot in RooCode.

rpcclient-mcp

MCP server for iOS automation via rpcclient, enabling AI agents to connect to iOS RPC servers and perform actions like launching apps, clicking, typing, and gesture control.

Solana MCP Wallet Agent API

Provides complete wallet management functionality for Solana blockchain, enabling users to create wallets, transfer SOL, and work with SPL tokens through a RESTful API.

Pharos Sentinel

Evaluates on-chain risk for Pharos agents before executing transactions, providing verdicts (safe/caution/dangerous) and risk-bounded execution plans via Foundry cast reads.

mcp-registry-mcp-server

A Model Context Protocol (MCP) server that provides tools to query the official MCP Registry.

Riot Games API Documentation

Provides access to comprehensive Riot Games API documentation for League of Legends, Teamfight Tactics, Valorant, and Legends of Runeterra, including endpoint details, parameters, and response formats.

everything-mcp

The definitive MCP server for voidtools Everything - lightning-fast file search for AI agents.

PubMed MCP Server

A local MCP server enabling PubMed, PMC, and iCite API access via stdio for tools like search, fetch, full text, and citation counts.

smalltalk-validator-mcp-server

MCP server for validating and linting Tonel formatted Smalltalk source code using tree-sitter-tonel-smalltalk