mcp radar

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

MCP server that exercises all the features of the MCP protocol.

Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections.

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

Connect and unify data across various platforms and databases with MindsDB as a single MCP server.

Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots

Browser automation capabilities using Puppeteer, both support local and remote browser connection.

Official GitHub server for integration with repository management, PRs, issues, and more.

AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.

A high-level framework for building MCP servers in Python

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

MCP server for working with Blender

Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.

Run Python code in a secure sandbox via MCP tool calls.

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources.

Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.

Provide coding agents direct access to Figma data to help them one-shot design implementation.

Open source MCP server specializing in easy, fast, and secure tools for Databases.

Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.

An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.

AWS MCP servers for seamless integration with AWS services and resources.

A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.

gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation

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.

Automate your local Chrome browser

A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

Extract and convert YouTube video information.

An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups

An MCP server using Playwright for browser automation and webscrapping

MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.

MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.

Create crafted UI components inspired by the best 21st.dev design engineers.

Baserow database integration with table search, list, and row create, read, update, and delete capabilities.

Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming.

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.

A Model Context Protocol server for generating visual charts using AntV.

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

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

Integration with Cloudflare services including Workers, KV, R2, and D1

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included

Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)

Interacting with Obsidian via REST API

A high-level framework for building MCP servers in TypeScript

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

Search dashboards, investigate incidents and query datasources in your Grafana instance

Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

An MCP server to convert almost any file or web content into Markdown

Search ArXiv research papers

An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

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

A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. ShrimpTaskManager

Yet another CLI tool for testing MCP servers

Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.

Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.

Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.

Coding agent with basic read, write and command line tools.

An MCP server that installs other MCP servers for you.

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 most powerful MCP server for Slack Workspaces.

MCP Server for Unity3d Game Engine integration for game development

MCP Server for Unity Editor and for a game made with Unity

MySQL database integration in NodeJS with configurable access controls and schema inspection

Typescript implementation of Kubernetes cluster operations for pods, deployments, services.

This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).

Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.

A - powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster.

powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.

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

A Qdrant MCP server

The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows.

An MCP Server that autonomously debugs web applications with browser-use browser agents

Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.

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

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.

The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.

Query and summarize your chat messages with AI prompts.

MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.

vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.

One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.

Model Context Protocol (MCP) Server for Jupyter.

Connect to JetBrains IDE

Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more.

Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.

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

Self-hosted MCP Server registry for enterprise AI Agents

Web search using DuckDuckGo

Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration

Complete voice interaction server supporting speech-to-text, text- to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration.

Connect any HTTP/REST API server using an Open API spec (v3)

Interacting with Notion API

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

A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.

Supabase MCP Server with support for SQL query execution and database exploration tools

browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.

Web search capabilities using Brave's Search API

Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.

AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.

A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.

ClickHouse database integration with schema inspection and query capabilities

An MCP server to flexibly fetch JSON, text, and HTML data

Integrate with Docker to manage containers, images, volumes, and networks.

MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control

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 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.

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