AI / LLM Tools

Comprehensive MCP server providing dozens of capabilities for AI agents including LLM delegation, browser automation, document processing, and cognitive memory systems.

A TypeScript MCP server for generating 26+ visualization charts using AntV, supporting multiple chart types and deployment options.

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

An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.

An MCP server that fetches web content and converts HTML to markdown, allowing LLMs to read web pages.

Sequential Thinking MCP Server enables dynamic problem-solving through step-by-step reasoning.

Context7 provides up-to-date code documentation and API references through MCP.

Multi-agent orchestration platform for Claude Code with MCP server integration, enabling coordinated AI swarms and autonomous workflows.

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

A powerful MCP toolkit providing semantic code retrieval and editing capabilities for AI agents.

A comprehensive MCP server providing access to 1,650 n8n workflow nodes and 2,352 templates for AI assistants.

Web scraping framework with adaptive parsing and anti-bot capabilities, now integrated as an MCP server.

MCP server that optimizes context windows for AI agents by sandboxing tool output with 98% reduction.

AWS Labs provides a comprehensive suite of MCP servers for AWS services, enabling AI applications to access AWS documentation and resources.

Unity MCP connects AI assistants to Unity Editor via Model Context Protocol, enabling direct management of assets, scenes, scripts and automated workflows.

An autonomous research agent that conducts deep research using any LLM providers with MCP server integration for specialized data sources.

A comprehensive MCP server that converts documentation, GitHub repos, and PDFs into Claude AI skills with automatic conflict detection.

Official Firecrawl MCP Server brings web scraping, search, and page interaction capabilities to MCP-compatible AI agents.

Streaming music player that integrates an MCP server for AI control.

Fullstack MCP framework for building MCP servers and apps that work across ChatGPT, Claude, and other clients.

MCP server providing iOS/macOS development tools for AI agents with CLI interface.

FastAPI-MCP exposes FastAPI endpoints as MCP tools with built-in authentication.

IDA Pro MCP server enabling AI-powered reverse engineering through MCP protocol integration.

OpenMetadata provides an MCP server for AI assistants to access unified metadata context for data discovery, governance, and lineage.

Official C# SDK for MCP servers and clients with three main packages for different use cases.

MCP server connecting AI agents like Cursor and Claude Code with Figma for design automation.

A comprehensive Python framework for building effective agents with Model Context Protocol and simple workflow patterns.

A native macOS AI harness with MCP server support for local/cloud models, agents, and tools.

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

HexStrike AI is an advanced MCP server that lets AI agents autonomously run 150+ cybersecurity tools for pentesting and security research.

MCP Apps SDK for building interactive UI components that render inline in AI chat clients.

High-performance code intelligence MCP server that indexes codebases into a persistent knowledge graph with sub-ms queries and 155 language support.

Bifrost is a high-performance AI gateway with MCP support for tool calling, load balancing, and semantic caching across 1000+ models.

MCP server providing AI assistants with comprehensive access to shadcn/ui components for React, Svelte, Vue, and React Native.

QuantDinger is an AI-powered quantitative trading platform with MCP server integration for market research and trading operations.

MCP server for ESP32 device management with voice recognition, MQTT, and multi-language support.

OpenAgent is a comprehensive AI assistant platform supporting MCP tool integration and agent automation.

An MCP server for searching and analyzing ArXiv papers with local storage and advanced search capabilities.

A comprehensive MCP server that extracts design systems from websites, generating tokens, components, and multi-platform outputs.

AI trading MCP server with real-time stock/crypto screening, technical analysis, and native Claude integration.

Google Flights MCP server providing programmatic flight search with two main tools for specific dates and flexible date range searches.

MCPHub is a unified management platform for orchestrating multiple MCP servers with flexible routing and centralized dashboard.

lean-ctx is an MCP server that reduces token waste in AI coding tools by 60-95% through intelligent context compression and caching.

Unity-MCP enables AI agents to work directly in Unity Editor and runtime through MCP protocol.

A powerful MCP server providing real-time web access without blocking for AI agents.

Persistent memory service for AI agents with REST API, MCP, OAuth, and knowledge graph functionality.

Comprehensive MCP server providing access to 70 Brazilian public APIs with 533 tools for various government data sources.

MCPJam is a comprehensive development platform for debugging, inspecting, and evaluating MCP servers and apps.

A comprehensive MCP server framework for building and evaluating AI agents with tool calling support.

A Python-based Xiaozhi AI voice assistant with MCP tools integration, supporting GUI/CLI/GPI interfaces and multimodal interactions.

Context+ is an MCP server that transforms codebases into searchable feature graphs using RAG, AST parsing, and semantic linking.

Dive is a cross-platform desktop application serving as an MCP host for integrating various LLMs with AI agent capabilities.

Official MCP server for MiniMax's Text-to-Speech, image and video generation APIs.

Korean legal MCP server transforming 41 government APIs into 17 tools with citation verification, impact mapping, and time comparison.

Apple Developer Documentation MCP server providing searchable access to official docs, APIs, WWDC videos, and code examples across Apple platforms.

MCP server for searching and downloading academic papers from multiple sources with free-first strategy.

A comprehensive MCP server enabling AI assistants to control DaVinci Resolve Studio with 31 compound tools covering 336 API methods.

MCP server for Unity Editor enabling AI assistants to manipulate scenes, GameObjects, and other Unity assets.

An MCP server for deep research using multiple LLMs with web search capabilities and local processing.

MCP server that bridges AI models with WinDbg for Windows crash dump analysis and remote debugging.

Token-efficient MCP adapter for Pi coding agent that reduces context window usage by lazy-loading MCP servers.

MCP language server bridges LSP tools to MCP clients enabling code navigation, definitions, references and diagnostics.

Python framework for building MCP servers with OAuth, tool development, and vendor-neutral integration.

MetaMCP is a unified MCP proxy that aggregates multiple MCP servers into one with middleware support.

Neovim client that integrates MCP servers with chat plugins for enhanced development workflows.

Prismer Cloud MCP server provides 47 tools for agent evolution, memory management, community features, and skill marketplace integration.

MCP server connecting Google Search Console to AI assistants for SEO analysis through natural language conversations.

VoiceMode enables natural voice conversations with Claude Code and other MCP agents through local or cloud speech services.

Production-ready MCP server for high-performance PDF processing with 5-10x faster parallel processing and comprehensive test coverage.

MCP Router is a desktop application for managing multiple MCP servers with centralized control.

Official Qdrant MCP server for semantic memory storage and retrieval using vector embeddings.

Local-first codebase intelligence tool with MCP integration for semantic code searching across 32+ languages.

ROS MCP Server connects AI models like Claude & GPT with robots via ROS without changing existing robot code.

Apify MCP server enables AI agents to extract web data using thousands of pre-built scrapers and automation tools.

MCP server for AI image & video generation with 9 models, 1,400+ prompts, and parallel sub-agent orchestration.

Slackdump MCP server provides tools to analyze Slack archives without admin privileges.

Production-ready MCP server framework for building, deploying and scaling secure AI agent infrastructure with authentication, observability, and debugging capabilities.

A Rust-based fast local-first web content extraction tool with MCP server for AI agents.

Official MCP server for data.gouv.fr that enables AI chatbots to search and analyze French open data.

A comprehensive CLI for MCP servers with tools discovery, mock/proxy functionality, and web interface.

MCP server providing PostgreSQL expertise, semantic search, and best practices for AI coding tools.

MCP proxy that bridges stdio and SSE/StreamableHTTP transports for connecting MCP servers.

A Swift-based MCP server that indexes and serves Apple's developer documentation to AI agents.

An MCP server providing web search capabilities across multiple search engines via text, images, videos, news, and books searches.

A long-term memory server for MCP agents that enables persistent, cross-session identity and context.

Multi-agent knowledge engine that turns any codebase into a queryable AI assistant with MCP integration.

Enterprise AI bastion host with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across multiple LLM providers and MCP servers.

An AI-powered RSS reader that can function as an MCP server for intelligent feed management.

PaperBanana is an MCP server that generates academic diagrams and research visuals from text descriptions.

Zotero MCP plugin integrates AI assistants with Zotero reference management via MCP protocol, providing search, annotation analysis, content extraction, and write operations.

MCP server enabling AI assistants to interact with Google Gemini CLI for large file analysis and codebase understanding.

TradeMemory Protocol is an MCP server providing decision audit trails and persistent memory for AI trading agents with outcome-weighted recall and SHA-256 tamper detection.

RESTHeart is a MongoDB backend that provides a native MCP server for AI agents to access data via REST and GraphQL APIs.

Next.js DevTools MCP server providing development tools and utilities for Next.js applications.

High-performance code search library that runs as an MCP server with 98% fewer tokens than grep+read.

Ref MCP provides token-efficient API documentation search tools to reduce context rot and minimize costs.

MCP server for AI-powered reverse engineering using IDA Pro, offering program analysis, decompilation, and scripting capabilities.

MCP server providing web search capabilities through SearXNG API with intelligent caching and content extraction.

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

MCP server connecting AI assistants directly to Cheat Engine for automated reverse engineering and memory analysis.