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Official MCP test server exercising all protocol features for client builders.

FastMCP is the standard Python framework for building MCP servers, tools, and clients.

A proxy server that exposes MCP tools as OpenAPI-compatible HTTP endpoints for seamless integration with LLM agents.

TypeScript framework for building MCP servers with automatic discovery, type safety, and multiple transport options.

A comprehensive MCP server with 18 Google Maps API tools for geolocation, routing, search, and location-based intelligence.

Comprehensive MCP server with 288 tools for AI-assisted Unity development through Editor and Hub.

Kotlin Multiplatform Fantasy Premier League app with MCP server exposing player/fixture data.

Minecraft MCP server enabling AI assistants to control in-game characters through Mineflayer API.

Solon-AI is a Java framework for building AI applications with MCP integration, supporting various LLM providers and multi-agent systems.

One MCP is a centralized proxy platform for managing multiple MCP services with a web interface, analytics, and service grouping capabilities.

MCP server providing stock and cryptocurrency data query and analysis tools.

MCP server for rendering Mermaid diagrams with live reload functionality and export options.

MCP server for KiCad PCB and schematic automation with project setup, validation gates, and manufacturing exports.

MCP server for Slay the Spire 2 that exposes game state and actions for AI agents.

Plane's official MCP server provides comprehensive tools for project management, work items, cycles, modules, and more through multiple transport protocols.

A comprehensive MCP server with 145 WordPress management tools for content, media, users, and site operations.

MCP server for Flutter AI agents to inspect, interact with, and control running Flutter applications.

A comprehensive MCP server for DataForSEO APIs that provides SEO data, keyword research, SERP tracking, and domain analytics.

A curated library of 175 expert marketing methodologies for AI agents, accessible via MCP.

An MCP server for AI assistants to interact with OmniFocus tasks and projects through natural language.

Complete Unreal Engine development toolkit with 450+ MCP tools for AI-powered game development workflows.

Gram is a platform for creating, curating, and hosting MCP servers with TypeScript SDK and OpenAPI support.

Godot MCP server with 149 tools for full engine control in AI-driven game development.

GDAL MCP provides AI agents with geospatial analysis capabilities through reflection middleware that justifies methodological choices.

MCP server enabling AI agents to control remote macOS systems without API keys

Nuxt module for creating MCP servers with automatic discovery of tools, resources, and prompts.

Unreal Engine plugin supporting 200+ AI models with MCP server functionality for scene control and blueprint generation.

AI-powered CesiumJS 3D globe control with 49 tools for camera, entities, layers, animation & spatial analysis via MCP.

MCP server connecting to major 3D printer APIs for print control, monitoring, and STL manipulation.

MCP server providing math, statistical and trigonometric functions for accurate numerical calculations.

MCP server providing up-to-date documentation for Zig programming language standard library and builtin functions.

Unity MCP Pro plugin provides 280+ AI tools for Unity development via WebSocket MCP connection.

A Model Context Protocol server that exposes SymPy's symbolic mathematics capabilities through MCP tool calling for LLMs.

A TypeScript MCP server providing tools to query Erick Wendel's contributions across different platforms with full MCP capabilities.

Production-ready TypeScript MCP server boilerplate with IP lookup tools and layered architecture.

Interactive 6502 disassembler with MCP server for AI-assisted reverse engineering.

MCPC is an SDK for building agentic MCP servers by composing existing MCP tools.

Vectorize MCP server enables vector search, text extraction, and deep research through the Model Context Protocol.

STAMP is a computational pathology tool with MCP support for histopathology image analysis and biomarker prediction.

MCP server for spatial transcriptomics analysis through natural language interfaces.

Baidu Map MCP Server provides comprehensive geospatial APIs for location-based services through MCP protocol.

A MCP server for macOS desktop automation with mouse, keyboard, screen capture, and window management.

reShapr is a no-code MCP server that transforms REST/GraphQL/gRPC APIs into AI-native tools with context control.

Perforce P4 MCP Server integrates with P4 version control to provide structured read/write tools for changelists, files, and more.

MCP server for executing code in multiple languages with background processing.

MCP server that controls CAD software through natural language commands for drawing operations.

MCP-Anything generates production-ready MCP servers from briefs, codebases, or API specs in seconds.

MCP server for Vikunja task management with comprehensive CRUD operations, authentication, and architectural improvements.

emcee converts OpenAPI specifications to MCP servers, enabling Claude Desktop and other apps to connect to web APIs.

Zero-dependency Python MCP server implementation with type-safe tool definitions and multiple transport options.

Production-ready MCP servers for 70+ APIs generated from OpenAPI specs with comprehensive tool coverage.

Home Assistant MCP server for Xiaozhi AI enabling direct integration with voice assistants.

Intelligent CFD education system using Socratic questioning and OpenFOAM integration with AI-driven problem solving.

A well-documented MCP server for managing Podman and Docker containers with comprehensive tool coverage.

Reference integrations connecting Cesium ecosystem with AI systems including MCP tools.

MCP server for Bear note-taking app with multiple client support and good documentation.

Optuna MCP server automates hyperparameter optimization and analysis via interactive tools.

Stacklit provides an MCP server that scans codebases to generate compact indexes for AI coding assistants.

An official MCP server for Lapras, enabling job search and career management through AI.

A comprehensive MCP library for Zig that supports both server and client implementations with protocol compliance.

Laravel Loop is an MCP server connecting Laravel applications with AI assistants via tools for models, factories, and Stripe integration.

Multi-Model Visual Understanding MCP Server providing image analysis capabilities to AI coding models that don't support native vision.

Multi-platform music API proxy for AI systems, exposing search, playback, and lyric retrieval via MCP.

MCP server providing AI agents full access to Julia's runtime with code execution, debugging, testing, and semantic search.

A fast, secure C# code execution platform with container isolation and MCP protocol support.

A Rust CLI tool for discovering and documenting MCP Server capabilities with multiple output formats.

MCP server enabling AI assistants to control Unreal Engine through natural language commands.

Self-hosted MCP gateway connecting REST, SOAP/WSDL, GraphQL & SQL APIs to Claude, ChatGPT, Gemini, Copilot, Cursor.

MCPForge generates optimized MCP servers from OpenAPI specs or documentation with AI curation and workflow planning.

A comprehensive OpenStreetMap MCP server enabling geocoding, routing, POI searches, and neighborhood analysis through location-based tools.

A focused MCP server for Bambu Lab 3D printers offering STL manipulation, slicing, and direct printer control via MCP protocol.

An MCP server for controlling and monitoring ROS 2 Nav2 robots through navigation commands and system management.

MCP server providing 91+ tools for accessing live U.S. Congressional data through Congress.gov API.

A starter template for building MCP servers with FastMCP supporting both stdio and HTTP transports.

An MCP server providing comprehensive Laravel documentation aggregation and navigation with multi-version support, learning paths, and package discovery.

MCP Link automatically converts any OpenAPI V3 API into a fully-functional MCP server.

mcpx is a CLI tool that composes MCP servers into command-line interfaces.

AniList MCP server provides comprehensive anime and manga data access through search, retrieval, and management tools.

An MCP server for Korean traditional Saju fortune-telling with comprehensive analysis tools.

A .NET assembly decompiler and analysis tool that exposes ILSpy's capabilities through the MCP protocol for AI assistants.

MCP server providing 20 tools for Minecraft mod development including decompilation, mapping, and source code analysis.

Converts OpenAPI specs to MCP servers and other AI agent interfaces with a single command.

mcpgen is a Go tool that generates MCP server boilerplate from OpenAPI 3 specifications.

MCP server providing 280+ commands to control Unreal Engine 5 from AI coding assistants.

Annotation-driven MCP Java SDK for simplified MCP server development with zero boilerplate.

A Python MCP server providing time queries, holiday information, and time calculations for Claude.

MCP Cheat Engine Server provides safe read-only memory access for debugging and analysis.

SwiftLens MCP server enables AI models to understand Swift codebases with compiler-grade accuracy via SourceKit-LSP integration.

An MCP server implementing the Lotus Sutra wisdom framework for contemplative problem-solving with interactive visualization.

A production-ready Ruby implementation of MCP for Rails applications with authentication and tool/resource exposure.

ContextPods is a comprehensive MCP development suite that can generate and manage local MCP servers in multiple languages.

Python MCP server for MLB baseball analytics with API access to statcast, fangraphs, and baseball reference data.

A TypeScript plugin for ElysiaJS to implement MCP servers with HTTP transport and session management.

A Node.js MCP server implementation with simple math tools and environment variable retrieval.

Ruby framework for building MCP servers with a Sinatra-like DSL, supporting resources and tools.

A comprehensive MCP server providing access to AlphaFold Protein Structure Database with tools for structure retrieval and analysis.

UE5 MCP server plugin enabling AI agents to edit Unreal Engine Blueprints through natural language commands.

AI-powered cycling intelligence tool that predicts terrain conditions and provides tactical route planning through MCP.

Agenite is a TypeScript framework for building AI agents with MCP support for connecting to data sources.

MCP server providing NBA, NFL, and MLB player, team, and game data via Balldontlie API.