MCP server directory

MCP tool access to MarkItDown a library that converts many file formats (local or remote) to Markdown for LLM consumption.

Up-to-date code documentation for LLMs and AI code editors.

AI-powered task management system for AI-driven development.

A fully-featured coding agent that relies on symbolic code operations by using language servers.

Run Python code in a secure sandbox via MCP tool calls

A persistent knowledge-graph memory: entities, relations and observations that survive across sessions.

A structured tool for breaking complex problems into revisable, branchable chains of thought.

MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.

A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications.

Extract and convert YouTube video information.

The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments.

Tools and templates to create validated and maintainable data charts and dashboards.

Store and semantically retrieve memories in a Qdrant vector collection — a drop-in semantic memory layer.

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

Neural and keyword web search built for agents, with full-content retrieval and similarity lookups.

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.

JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

An MCP server that installs other MCP servers for you.

A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.

The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains

A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.

Self-hosted MCP Server registry for enterprise AI Agents

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

Connect to JetBrains IDE

Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.

MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and…

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.

Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

Enable AI LLMs to execute trades using MetaTrader 5 platform

A fully functional MCP server and CLI for YouTube to automate YouTube operation

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

Allows the AI to query GraphQL servers

Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.

A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.

Control Spotify playback and manage playlists.

Enhanced graph-based memory with a focus on AI role-play and story generation

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

Enterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test coverage.

ComputerVision-based sorcery of image recognition and editing tools for AI assistants.

/ - Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.

Read and analyze GitHub repositories with your LLM

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

Share code context with LLMs via MCP or clipboard

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

AI image generation using various models.

Location services, directions, and place details.

Knowledge graph-based persistent memory system for maintaining context

AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.

MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.

Firebase services including Auth, Firestore and Storage.

A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy,…

Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.

Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices.

Connect to VSCode ide and use semantic tools like find_usages

A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.

MCP server for ComfyUI that lets AI agents view, edit, and run node-based image generation workflows with an embedded terminal.

All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface.

A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.

Command line interface with secure execution and customizable security policies

An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives

A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.

A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations…

An MCP server that uses yfinance to obtain information from Yahoo Finance.

Connect any Open Data to any LLM with Model Context Protocol.

This server enables LLMs to use calculator for precise numerical calculations

Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend…

Octagon AI Agents to integrate private and public market data

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.

MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.

MCP server for integrating Ghidra with AI assistants.

AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds

Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files

The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.

An MCP Server to help LLMs suggest the latest stable package versions when writing code.

Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics.

Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access…

Predict anything with Chronulus AI forecasting and prediction agents.

Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.

OpenAI GPT image generation/editing MCP server.

The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.

Making enterprise AI infrastructure universally accessible.

Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!

Interact seamlessly with issues and merge requests of your GitLab projects.

NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy.

A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira.

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.

Enable AI Agents to fix build failures from CircleCI.

Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language.

Build iOS Xcode workspace/project and feed back errors to llm.

Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop.

Query OpenAI models directly from Claude using MCP protocol

A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

MCP server for ROS2 enabling AI-driven robotics applications and services.

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.

A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.

Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.

An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).

Querying network asset information by ZoomEye MCP Server

Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.

Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.

JMeter MCP Server for performance testing

Miro MCP server, exposing all functionalities available in official Miro SDK

Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines.

MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.

Analyze React code locally, generate docs / llm.txt for whole project at once

Seamlessly bring real-time production contextlogs, metrics, and tracesinto your local environment to auto-fix code faster

Access Dutch Railways (NS) travel information, schedules, and real-time updates

Multimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and interface understanding using Google Gemini and Vertex AI.

Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.

enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions.

Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.