Discover Awesome MCP Servers

Blender MCP

MCP server for AI-assisted Blender automation, providing layered tools for perception, declarative and imperative writing, and fallback operations.

kaggle-mcp

A Model Context Protocol server that provides tools to interact with Kaggle APIs, enabling dataset search, competition submissions, and account management.

SafetyCulture MCP Server

Mirror of

All-Search MCP Server

An MCP server that enables web search and document retrieval capabilities through Tavily API and LangConnect vector database, supporting AI agents in gathering information for comprehensive report generation.

freee-chat-mcp-server

Enables Claude Desktop to interact with freee accounting API for expense registration, transaction management, and receipt image processing.

SRP Hub MCP

Connects AI assistants to the Hub API, enabling them to manage resources such as customer leads through structured tools. It provides validated operations for creating customer records, supporting specific Brazilian fiscal ID (CPF/CNPJ) validation rules.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright and Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language commands.

geometry-dash-mcp-geode

Enables AI-powered creation, analysis, and visualization of Geometry Dash levels through natural language commands.

mcp-server-requests

Mirror of

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

lattice-mcp

Enables processing documents larger than LLM context windows using symbolic commands in Nucleus DSL, executed by the Lattice engine, without chunking or vector databases.

Exa MCP Server

Enables AI assistants to perform web searches, research paper searches, and Twitter searches using the Exa AI Search API with real-time crawling and structured results.

upilot

Unity Editor automation bridge for AI agents and MCP clients, enabling inspection, control, and diagnostics of the Editor.

MCP MySQL Server

A MCP MySQL server with DDL support, permission control and operation logs.

OAuth MCP Server

A complete OAuth 2.1 server implementation for FastMCP with PKCE support, enabling secure authentication and authorization flows. Provides authorization code exchange, token management, and refresh capabilities for building authenticated MCP applications.

Scaffold MCP Server

Enables generating frontend project scaffolding for multiple frameworks (React, Vue, UmiJS, Electron) via natural language commands.

AssemblyLine MCP

Enables AI clients to submit files, hashes, and URLs for malware analysis, retrieve results, search across AssemblyLine indices, and triage alerts, all through the Model Context Protocol.

Openchainbench

Live, reproducible crypto infrastructure benchmarks for AI agents: RPC latency, bridge fees, L1 finality, gas oracle accuracy, stablecoin pegs. Three tools (list_benchmarks, get_benchmark,query_prom), no API key, CC-BY-4.0 data.

agentops-mcp-server

Official MCP server for the AgentOps SDK

cloudflare-mcp-google-auth

Deployable MCP server with Google OAuth for remote connections, enabling authenticated tool access via Cloudflare Workers.

ShipStation API MCP Server

A comprehensive Model Context Protocol server that enables users to interact with the ShipStation API for managing orders, shipments, carriers, warehouses, products, customers, stores, webhooks, and fulfillments through structured tools.

Prowler MCP Server

Analyzes Prowler security scan results for cloud environments, providing detailed security analysis and summary reports through Claude Desktop.

arcgis-lacounty

Enables AI agents to search and query Los Angeles County open geospatial datasets (parcels, parks, etc.) via ArcGIS Feature Services.

Smart Connections MCP Server

Enables Claude to perform semantic search across your Obsidian vault using Smart Connections vector database. Provides meaning-based search, related note discovery, and context retrieval for RAG queries instead of basic keyword matching.

Jokes MCP Server

An MCP server that provides jokes on demand, allowing users to request different types of jokes (Chuck Norris, Dad jokes, etc.) through natural language in both GitHub Copilot and Microsoft Copilot Studio.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

GitLab MCP Server

A Model Context Protocol server that enables AI assistants to interact with self-hosted GitLab instances through 30 specialized tools. It supports managing projects, merge requests, CI/CD pipelines, and repository operations via the GitLab REST API v4.

mood

Enables AI to display its current mood as a locally generated ASCII face using Stable Diffusion, with a tool feel(emotion) that the AI can call to update the terminal display.

Infoway MCP Server

Gives AI assistants access to real-time financial data including stock prices, crypto, forex, market sentiment, sector analysis, and company fundamentals via the Infoway API.

repomap-mcp

An MCP server that generates ranked, token-budgeted code structure maps using Tree-sitter AST analysis and PageRank, enabling AI agents to quickly understand unfamiliar codebases.