MCP Servers

Android MCP

★ 775

An MCP server that provides control over Android devices through ADB. Offers device screenshot capture, UI layout analysis, package management, and ADB command execution capabilities.

Clojure MCP

★ 765

An MCP server providing a complete toolset for Clojure development, requiring a running nREPL server.

MCP Client for Ollama

★ 764

A Python client that connects local LLMs via Ollama to Model Context Protocol servers, enabling them to use tools.

Context Portal MCP (ConPort)

★ 763

A server for managing structured project context using SQLite, with support for vector embeddings for semantic search and Retrieval Augmented Generation (RAG).

Sentry MCP

✓★ 751

Official Sentry MCP server for investigating issues, error reports, traces, and performance monitoring data from AI coding agents.

Pipelock

★ 740

Firewall for AI agents. MCP proxy that scans tool calls for credential leaks, prompt injection, and tool description poisoning.

Just Prompt

★ 733

A unified interface for various Large Language Model (LLM) providers, including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama.

Docker MCP server

★ 724

Manage Docker containers, volumes, and services using natural language commands.

MCP Proxy Server

★ 706

A proxy server for aggregating and serving multiple MCP resource servers through a single endpoint.

Metasploit MCP Server

★ 679

An MCP server for integrating with the Metasploit Framework, enabling payload generation and management.

Semgrep

★ 677

Enable AI agents to secure code with Semgrep.

Bernstein

★ 624

Multi-agent orchestration MCP server. Start parallel agent runs, manage task queues, track costs, and verify quality gates across 20+ CLI coding agents.

Overture

★ 623

Visual plan approval for AI coding agents. See your agent's plan as an interactive graph, attach context, choose approaches, then approve before any code is written.

Apple Doc MCP

★ 623

Search Apple's Developer Documentation with smart search and wildcard support.

Manim MCP Server

★ 607

Executes Manim Python scripts to generate and return rendered video animations.

Mermaid

★ 601

Generate mermaid diagram and chart with AI MCP dynamically.

UnrealMCP Plugin

★ 597

An unofficial MCP server plugin for remote control of Unreal Engine using AI tools.

SonarQube

★ 588

Provides seamless integration with SonarQube Server or Cloud, and enables analysis of code snippets directly within the agent context

Rails MCP Server

★ 564

An MCP server for Rails projects, allowing LLMs to interact with your application.

ng-diagram MCP Server

★ 553

Provides ng-diagram documentation and API lookup tools for AI coding assistants.

IDA MCP Server

★ 545

A Model Context Protocol server for the IDA Pro disassembler.

WireMCP

★ 533

Empowers LLMs with real-time network traffic analysis using tshark. Requires Wireshark's tshark to be installed.

Argo CD

★ 524

Interact with Argo CD applications through natural language.

Memorix

★ 521

Cross-agent memory bridge with knowledge graph, workspace sync, and auto-memory hooks. Supports Windsurf, Cursor, Claude Code, Codex, and VS Code Copilot.

Vibe Check

★ 494

The definitive Vibe Coder's sanity check MCP server: Prevents cascading errors by calling a "Vibe-check" agent to ensure alignment and prevent scope creep

Docfork

★ 489

Provides up-to-date documentation for over 9000 libraries directly within AI code editors.

Docker

★ 487

Run and manage docker containers, docker compose, and logs

KiCad MCP Server

★ 481

An MCP server for KiCad providing project management, PCB design analysis, BOM management, and design rule checking.

Roblox Studio MCP Server

★ 477

Provides AI assistants with comprehensive access to Roblox Studio projects for exploration, script analysis, debugging, and bulk editing.

Tidewave Rails

★ 475

Better agentic Rails development, runtime-level tools for your agent to talk to your running app.