Discover Awesome MCP Servers

biomarker-mcp

Enables querying celltype markers from CellMarker database using natural language.

MCP Universal Test Suite Generator

Enables AI assistants to analyze Java and Web projects, automatically generate unit tests (JUnit) and end-to-end tests (Selenium), and execute them directly through Maven or NPM commands.

mcp-dev

Intentando MCP.

SVM-MCP

Un servidor de Protocolo de Contexto de Modelo que conecta Claude AI con SOON y otras blockchains basadas en SVM, permitiendo a los usuarios verificar los saldos de sus cuentas, obtener las transacciones recientes y ver las tenencias de tokens en la red de pruebas (testnet) y la red principal (mainnet) de SOON.

Figma Context MCP AIR

An MCP server that gives AI coding agents access to Figma design data, enabling pixel-perfect implementation of designs through structured data extraction, image downloads, and design token retrieval.

MCP Chatwork Server

Enables AI agents to interact with Chatwork by reading and sending messages, managing tasks, listing room members, and performing room operations through the Chatwork API.

runalyze-mcp-server

Enables AI assistants to access and analyze health metrics from Runalyze, including HRV, sleep, resting heart rate, and activities, through the Model Context Protocol.

playwright-browser

Enables AI agents to control a web browser using Playwright, supporting navigation, interaction, and data extraction through natural language.

devin-api-mcp

Provides full Devin API coverage via MCP servers, enabling programmatic management of sessions, knowledge, playbooks, secrets, schedules, and attachments, plus a documentation-only DeepWiki proxy.

VeloceMCP

A read-only MCP server that enables restaurant staff to query Veloce POS data using natural language, supporting sales summaries, payment breakdowns, and weekly reports.

crag-anchor-mcp

Verified-memory engine that decomposes AI agent memories into atomic claims with executable falsifiers and continuously re-verifies them against reality, returning facts with freshness verdicts via 30 MCP tools.

DeepSource MCP Server

Servidor de Protocolo de Contexto del Modelo (MCP) para DeepSource

Microsoft Fabric MCP

A read-only Model Context Protocol server for Microsoft Fabric, enabling natural language queries to workspaces, lakehouses, tables, jobs, and dependencies.

Spark History MCP Server

Exposes Spark History Server metrics and metadata as tools for LLM-based analysis of Spark applications. It enables deep optimization of Spark jobs by providing access to job summaries, stage details, SQL execution plans, and executor performance.

RAG-Anything MCP Server

A Model Context Protocol server that enables any MCP-compatible application to perform advanced multi-modal document processing and retrieval using RAG-Anything.

Kraviona Admin MCP Server

Enables Claude to directly control the Kraviona.com admin panel, including blog posts, leads, messages, and more.

MCP Server Toolkit

Provides filesystem, web search, SQLite, and system tools for AI assistants like Claude, enabling secure access to local resources and the web.

mcp-stock-notion-ai

MCP server that fetches stock market data, stores it in PostgreSQL, and pushes selected results to Notion.

Latent Defense MCP Server

Connects Claude Code to a Latent Defense deployment to map GitHub repositories into an infrastructure graph, discover attack paths using the JEPA energy model, and triage findings from the terminal.

aiproject-mcp

MCP server for managing AIProject tasks and projects, providing CRUD operations for projects, tasks, and assignments with API key authentication.

YindDao RPA MCP Server

A server implementing the Model Context Protocol (MCP) that connects YindDao AI Power with MCP Hosts, enabling AI to utilize RPA capabilities for workflow automation.

Perplexity MCP Server

An Apify Actor implementing the Model Context Protocol for Perplexity API, enabling AI assistants to search and access information through a standardized interface.

mcp-identity

DoI oracle for Nostr pubkeys: scores social, vouch, access, and economic-stake dimensions. Returns schnorr-signed cert with per-dim samples. L402-priced at 2 sats. Drop-in for agents needing Sybil resistance.

pingpong

Pingpong is an MCP server for oh-my-pi that gives your AI agent a local code reviewer using a local LLM (llama.cpp) for automated code reviews after task completion.

xendit-mcp

A read-only MCP server for securely accessing Xendit payment platform data. It enables querying balances, invoices, transactions, disbursements, refunds, and virtual account payments while preventing any money-moving operations.

Finance MCP Server

Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates, crypto) via local MCP tools, bypassing web search limitations.

Your Spotify MCP Server

Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web API for deep listening analytics and playback control. It enables users to query unlimited listening history, generate custom Wrapped summaries, and manage playlists through natural language.

being-mcp-server

MCP server for Being — a Personality Runtime that gives AI agents persistent memory, personality, and relationships. Enables any MCP-compatible client (Claude, OpenClaw, Cursor, etc.) to connect with a Being that remembers, grows, and maintains its own identity across sessions.

Weather MCP Server

Provides weather forecasts and active alerts from the US National Weather Service API for US locations.

py-todoist-mcp

A Python MCP server that enables AI assistants to manage Todoist tasks and projects through the Model Context Protocol. It supports full CRUD operations for tasks and projects, including support for nested projects and Todoist's advanced filter syntax.