MCP Servers

codegraph-rust

★ 821

A blazingly fast codebase graphRAG implementation in 100% Rust

Vibetest Use

★ 808

Automated QA testing for websites to find UI bugs, broken links, and accessibility issues.

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).

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.

Apple Doc MCP

★ 623

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

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.

Mermaid

★ 601

Generate mermaid diagram and chart with AI MCP dynamically.

Adobe After Effects

★ 599

Control Adobe After Effects through a standardized protocol, enabling AI assistants and other applications.

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 Traffic Analysis

★ 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

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.

Tidewave Rails

★ 475

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

Godot MCP Pro

★ 467

Premium MCP server for Godot game engine with 84 AI-powered tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime debugging.

1MCP Aggregator

★ 460

A unified MCP server that aggregates multiple MCP servers into a single endpoint.

memtrace

★ 459

Memtrace gives AI coding agents structural memory — your codebase as a live knowledge graph so agents stop re-deriving code structure from scratch and start reasoning from fact.

TypeScript MCP

★ 454

A TypeScript-specialized server providing advanced code manipulation and analysis capabilities.