mcp radar

a lightweight directory of mcp servers. data auto-updates via github actions.

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servers

upstash/context7 prerender
Up-to-date code documentation for LLMs and AI code editors.
category: knowledge-and-memory stars: 47976
mindsdb/mindsdb prerender
Connect and unify data across various platforms and databases with MindsDB as a single MCP server.
category: aggregators stars: 38647
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
category: browser-automation stars: 28342
Official GitHub server for integration with repository management, PRs, issues, and more.
category: version-control stars: 27578
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.
category: developer-tools stars: 25807
jlowin/fastmcp prerender
A high-level framework for building MCP servers in Python
category: other-tools-and-integrations stars: 23468
oraios/serena prerender
A fully-featured coding agent that relies on symbolic code operations by using language servers.
category: coding-agents stars: 21114
MCP server for working with Blender
category: art-and-culture stars: 17554
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.
category: other-tools-and-integrations stars: 17144
Provide coding agents direct access to Figma data to help them one-shot design implementation.
category: developer-tools stars: 13452
Open source MCP server specializing in easy, fast, and secure tools for Databases.
category: databases stars: 13293
awslabs/mcp prerender
AWS MCP servers for seamless integration with AWS services and resources.
category: cloud-platforms stars: 8379
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.
category: security stars: 7820
idosal/git-mcp prerender
gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation
category: developer-tools stars: 7712
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.
category: security stars: 6079
BrowserMCP/mcp prerender
Automate your local Chrome browser
category: browser-automation stars: 5973
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
category: command-line stars: 5611
An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
category: communication stars: 5385
An MCP server using Playwright for browser automation and webscrapping
category: browser-automation stars: 5280
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.
category: support-and-service-management stars: 4516
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.
category: other-tools-and-integrations stars: 4516
21st-dev/magic-mcp prerender
Create crafted UI components inspired by the best 21st.dev design engineers.
category: developer-tools stars: 4368
bram2w/baserow prerender
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
category: databases stars: 4332
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.
category: search-data-extraction stars: 3942
A Model Context Protocol server for generating visual charts using AntV.
category: customer-data-platforms stars: 3764
MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
category: developer-tools stars: 3728
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.
category: code-execution stars: 3592
Integration with Cloudflare services including Workers, KV, R2, and D1
category: cloud-platforms stars: 3508
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
category: developer-tools stars: 3423
metorial/metorial prerender
Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included
category: other-tools-and-integrations stars: 3227
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
category: browser-automation stars: 3178
punkpeye/fastmcp prerender
A high-level framework for building MCP servers in TypeScript
category: other-tools-and-integrations stars: 2979
Interacting with Obsidian via REST API
category: other-tools-and-integrations stars: 2961
MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
category: developer-tools stars: 2680
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.
category: databases stars: 2516
Search dashboards, investigate incidents and query datasources in your Grafana instance
category: monitoring stars: 2487
An MCP server to convert almost any file or web content into Markdown
category: data-science-tools stars: 2435
Search ArXiv research papers
category: search-data-extraction stars: 2283
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
category: databases stars: 2272
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
category: search-data-extraction stars: 2156
A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
category: gaming stars: 2146
MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
category: aggregators stars: 2085
A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. ShrimpTaskManager
category: developer-tools stars: 2039
chrishayuk/mcp-cli prerender
Yet another CLI tool for testing MCP servers
category: other-tools-and-integrations stars: 1902
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.
category: security stars: 1877
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.
category: developer-tools stars: 1714
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.
category: workplace-and-productivity stars: 1701
julien040/anyquery prerender
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.
category: aggregators stars: 1630
ezyang/codemcp prerender
Coding agent with basic read, write and command line tools.
category: coding-agents stars: 1610
An MCP server that installs other MCP servers for you.
category: other-tools-and-integrations stars: 1507
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.
category: developer-tools stars: 1470
The most powerful MCP server for Slack Workspaces.
category: communication stars: 1427
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.
category: security stars: 1392
MCP Server for Unity3d Game Engine integration for game development
category: gaming stars: 1389
Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
category: cloud-platforms stars: 1339
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).
category: other-tools-and-integrations stars: 1327
MySQL database integration in NodeJS with configurable access controls and schema inspection
category: databases stars: 1290
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.
category: embedded-system stars: 1274
A Qdrant MCP server
category: databases stars: 1262
An MCP Server that autonomously debugs web applications with browser-use browser agents
category: browser-automation stars: 1238
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.
category: cloud-platforms stars: 1237
MCP Server for Unity Editor and for a game made with Unity
category: gaming stars: 1210
Azure/azure-mcp prerender
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.
category: other-tools-and-integrations stars: 1208
A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.
category: coding-agents stars: 1186
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
category: databases stars: 1150
caol64/wenyan-mcp prerender
Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
category: other-tools-and-integrations stars: 1068
apecloud/ApeRAG prerender
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
category: knowledge-and-memory stars: 1062
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
category: developer-tools stars: 1057
An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
category: coding-agents stars: 1038
Query and summarize your chat messages with AI prompts.
category: knowledge-and-memory stars: 1033
MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.
category: search-data-extraction stars: 1000
Connect to JetBrains IDE
category: developer-tools stars: 943
Model Context Protocol (MCP) Server for Jupyter.
category: data-science-tools stars: 932
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
category: databases stars: 911
Self-hosted MCP Server registry for enterprise AI Agents
category: aggregators stars: 887
Connect any HTTP/REST API server using an Open API spec (v3)
category: developer-tools stars: 883
mbailey/voicemode prerender
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
category: text-to-speech stars: 868
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
category: other-tools-and-integrations stars: 863
Interacting with Notion API
category: other-tools-and-integrations stars: 863
Web search using DuckDuckGo
category: search-data-extraction stars: 858
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.
category: cloud-platforms stars: 844
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
category: location-services stars: 821
Supabase MCP Server with support for SQL query execution and database exploration tools
category: databases stars: 815
browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
category: browser-automation stars: 809
weibaohui/k8m prerender
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.
category: cloud-platforms stars: 790
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
category: communication stars: 764
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
category: search-data-extraction stars: 743
AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
category: developer-tools stars: 741
Web search capabilities using Brave's Search API
category: search-data-extraction stars: 740
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.
category: databases stars: 724
ClickHouse database integration with schema inspection and query capabilities
category: databases stars: 707
zcaceres/fetch-mcp prerender
An MCP server to flexibly fetch JSON, text, and HTML data
category: developer-tools stars: 705
Integrate with Docker to manage containers, images, volumes, and networks.
category: developer-tools stars: 683
MigoXLab/dingo prerender
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.
category: data-science-tools stars: 651
semgrep/mcp prerender
Allow AI agents to scan code for security vulnerabilites using Semgrep.
category: security stars: 637
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.
category: knowledge-and-memory stars: 625
mem0ai/mem0-mcp prerender
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 technical documentation in IDEs like Cursor and Windsurf
category: knowledge-and-memory stars: 617
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
category: command-line stars: 615
Golang implementation for local file system access.
category: file-systems stars: 613
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
category: developer-tools stars: 602
Sentry.io integration for error tracking and performance monitoring
category: monitoring stars: 587
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
category: marketing stars: 581
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
category: art-and-culture stars: 572
A local MCP server that generates animations using Manim.
category: art-and-culture stars: 566
Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.
category: developer-tools stars: 565
Canner/wren-engine prerender
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
category: databases stars: 561
An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres
category: databases stars: 559
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
category: other-tools-and-integrations stars: 550
A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
category: command-line stars: 533
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
category: data-science-tools stars: 527
MCP Server for Integrating LINE Official Account
category: communication stars: 525
subnetmarco/pgmcp prerender
Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.
category: databases stars: 524
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
category: databases stars: 517
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
category: communication stars: 509
A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.
category: security stars: 508
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
category: databases stars: 507
MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
category: developer-tools stars: 507
dbt-labs/dbt-mcp prerender
Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
category: data-platforms stars: 502
A Model Context Protocol Server for SearXNG
category: search-data-extraction stars: 501
Fetch YouTube subtitles
category: other-tools-and-integrations stars: 500