Discover Awesome MCP Servers

React Native Upgrader MCP

Streamlines React Native CLI project upgrades by providing automated tools to generate detailed diffs and migration guidance between any React Native versions. Uses rn-diff-purge to help developers seamlessly upgrade or downgrade their projects with step-by-step instructions.

Memstate MCP

Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.

Simple PostgreSQL MCP Server

A template project for building custom MCP servers that enables direct access to PostgreSQL databases, allowing SQL query execution and schema information retrieval through the Model Context Protocol.

openmm-mcp

AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DEX trading, orderbook management, and liquidity and market making strategies on Cardano and beyond.

Internal Documentation Search

Exposes an internal engineering knowledge base to AI assistants, allowing users to search and retrieve standards, runbooks, and architecture decisions. It supports RAG-enhanced search, document scraping, and specialized prompts for incident investigation and code reviews.

MCP Server for WordPress

MCP server implementation using the WordPress REST API

VSCode Automation MCP

Enables AI agents to programmatically control and automate VSCode by interacting with its UI, executing commands, and inspecting the DOM structure. It supports advanced workflows like UI testing, extension development, and debugging through a standalone VSCode instance.

ESMfold MCP Server

Enables protein sequence analysis and structure prediction by extracting ESM-2 embeddings and batch processing FASTA files via Docker. It provides tools for large-scale embedding extraction, job monitoring, and model management within an MCP-compatible environment.

Sentry MCP Server

Enables interaction with Sentry's error tracking platform to fetch and manage issue details, events, and project information through the Sentry API.

MCP Server AntV

A Model Context Protocol server that provides AntV visualization library documentation and code examples to AI assistants, supporting G2, G6, and F2 libraries for data visualization workflows.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.

Agentset MCP

Mirror of

Figma MCP Server

A server implementation that enables interaction with Figma API through Model Context Protocol (MCP), supporting plugin and widget development with WebSocket communication capabilities.

Cyb MCP Server

An MCP server that enables AI agents to interact with the Cyber decentralized knowledge graph, allowing them to create cyberlinks between content and retrieve information from IPFS through the Cyber network.

System R Risk Intelligence

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

QuantConnect PDF MCP Server

An MCP server that enables intelligent search and retrieval of QuantConnect documentation by converting PDFs into searchable markdown. It provides tools for context-aware search with TF-IDF scoring and allows for listing and retrieving full document content.

MCP Spotify AI Assistant

Enables Claude to control Spotify features including playback control, playlist management, search, and accessing user's listening history and preferences through the Spotify API.

OParl MCP Server

Provides AI models with seamless access to OParl parliamentary data APIs through the Model Context Protocol. Enables natural language queries for parliamentary meetings, documents, organizations, representatives, and other government data across multiple OParl implementations.

Detox MCP

Integrates the Detox mobile testing framework with Claude, enabling test execution, configuration management, code generation, and device management for React Native E2E testing.

Expense Tracker MCP Server

An AI-powered financial management engine that enables budgeting, smart expense tracking, and affordability analytics via the Model Context Protocol. It allows AI assistants to interact with financial data through natural language for tasks like category detection, bulk expense ingestion, and budget impact predictions.

icogenie-mcp

AI-powered SVG icon generation MCP server. Generate production-ready SVG icons from text descriptions with customizable styles, sizes, and themes.

Python Codebase Analysis RAG System

An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.

mcp-costco

Enables interaction with Costco.com via browser automation to search products, manage shopping carts, and check membership status. It supports the full e-commerce lifecycle, including placing orders, tracking shipments, and locating nearby warehouses.

Daytona MCP Python Interpreter

A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.

Brawl Stars MCP

Provides AI assistants with access to real-time Brawl Stars game data including player statistics, club information, brawler details, battle logs, and current events through the Brawl Stars API.

miro-mcp-server

MCP server for controlling Miro whiteboards with AI assistants. Create and manage stickies, shapes, frames, connectors, and more.

LinkedIn Scraper MCP Server

Enables extraction of comprehensive LinkedIn profile data including experience, education, skills, and contact information through browser automation. Requires manual LinkedIn credentials input and uses anti-detection measures for reliable scraping.

Remote MCP Server on Cloudflare

Enables deploying and running a Model Context Protocol (MCP) server on Cloudflare Workers with built-in OAuth authentication. It allows users to host and access tools remotely via Server-Sent Events (SSE) transport from clients like Claude Desktop.

kube-lint-mcp

MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, ArgoCD, Kustomize, etc.)

Neo4j MCP Chainlit

A poc of Neo4j mcp server with Chainlit (MCP host) and Claude LLM (Anthropic) API