Discover Awesome MCP Servers

MCP Think Tank

Provides AI assistants with enhanced reasoning capabilities through structured thinking, persistent knowledge graph memory, and intelligent tool orchestration for complex problem-solving.

domin8

A deterministic MCP server that enforces auditable workflows by requiring AI agents to provide structured justifications and obtain human approval for file operations. It provides a secure, tamper-evident pipeline for tracking agent intent and codebase changes through cryptographic signatures and SQLite indexing.

SteamStats MCP Server

MCP Server for Steam Web API Game Statistics

CodeGraphContext

Indexes local Python code into a Neo4j graph database to provide AI assistants with deep code understanding and relationship analysis. Enables querying code structure, dependencies, and impact analysis through natural language interactions.

Linear Regression MCP

An MCP server that enables Claude to train a linear regression model by simply uploading a CSV file, handling the entire ML pipeline from data preprocessing to model evaluation.

MCP-Airflow-API

Monitor and manage Apache Airflow clusters through natural language queries via MCP tools: DAG inspection, task monitoring, health checks, and cluster analytics without API complexity. * Guide: https://call518.medium.com/mcp-airflow-api-a-model-context-protocol-mcp-server-for-apache-airflow-5dfdfb2

Shared Knowledge MCP Server

This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to share a common knowledge base through Retrieval Augmented Generation (RAG), providing consistent information access across multiple tools.

Chrome DevTools MCP

Enables AI coding assistants to control and inspect a live Chrome browser for automation, debugging, performance analysis, network monitoring, and DOM interaction through Chrome DevTools Protocol.

Splunk MCP Server by CData

Splunk MCP Server by CData

DiagramMCP

Enables the dynamic generation of various software development diagrams, such as flowcharts, sequence diagrams, and architecture diagrams, using Mermaid syntax. It includes tools for diagram validation and provides instructions for exporting results to multiple formats including SVG and PNG.

RL-MCP

A Model Context Protocol server that provides AI models with structured access to external data and services, acting as a bridge between AI assistants and applications, databases, and APIs in a standardized, secure way.

CodeRAG

An MCP server that transforms codebases into knowledge graphs using Neo4J, enabling AI assistants to understand code structure, relationships, and metrics for more context-aware assistance.

mcp-otc

Fork from Etherscan dedicated for chain-id 175

Maya MCP Server

Enables AI assistants to connect to and control Autodesk Maya for 3D modeling, animation, and rendering operations through the Model Context Protocol, supporting object creation, transformation, scene queries, and Python command execution.

Arcas OnlineEDA MCP Server

Provides programmatic access to Arcas OnlineEDA platform for electronic design automation, enabling formal verification, equivalence checking, power analysis, security verification, and FPGA design through natural language and automated workflows.

Panda3D MCP Server

Enables Claude to search and retrieve Panda3D game engine documentation seamlessly during conversations, providing access to classes, functions, and concepts from the official documentation site.

notify_me_mcp

Enables sending rich notifications to Discord and/or Slack webhooks with automatic service detection, retry logic, and support for embeds, blocks, and attachments. Provides secure webhook management with comprehensive input validation and rate limiting.

mcpcap

Enables LLMs to analyze network packet captures (PCAP files) from local or remote sources through a modular architecture. Supports DNS traffic analysis with structured JSON responses for network security and troubleshooting tasks.

GoHighLevel MCP Server

Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact management, messaging, sales pipelines, appointments, e-commerce, invoicing, social media, and marketing automation through natural language.

YouTube MCP

A Model Context Protocol server that analyzes YouTube videos, enabling users to extract transcripts, generate summaries, and query video content using Gemini AI.

Payday MCP Server

Enables secure, read-only access to the Payday API through Claude Desktop with OAuth2 authentication. Supports querying customers, invoices, expenses, and payments with multi-profile support for different environments.

FIXParser MCP

Introducing the Agentic Trading Co-Pilot, a next-gen AI assistant powered by FIXParser, enabling real-time market access, intelligent order execution, and autonomous trading decisions—all through seamless FIX protocol integration.

Mautic MCP Server

Enables comprehensive integration with Mautic marketing automation platform, providing contact management, campaign automation, email operations, form management, analytics, and content management through natural language commands.

GitInsight-MCP

Enables AI assistants to access and analyze GitHub profile data, providing insights on repositories, commit history, coding patterns, and generating portfolio summaries for developers and recruiters.

Vibehacker Metasploit MCP

A FastMCP-based interface for Metasploit Framework, enabling AI agents to interact with Metasploit capabilities for exploitation, payload generation, target scanning, and session management.

RepoMap

A powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generating

Local File Management MCP Server

Enables file system operations such as listing, reading, and creating files within a scoped local project directory. It provides a secure way to manage local files through standardized MCP tools built with FastMCP.

Configurable Command MCP Server

A flexible MCP server that enables users to define and execute arbitrary command-line tools through secure, JSON-based configuration files. It features parameter sanitization, directory scoping, and execution controls to safely integrate CLI utilities with Claude Desktop.

Scryfall MCP Server

A comprehensive Model Context Protocol server that integrates with the Scryfall API to provide Magic: The Gathering card data to AI assistants like Claude.