Discover Awesome MCP Servers

Docker MCP

Enables remote Docker management over SSH via a local MCP server, providing tools to manage containers, images, Compose, and system resources.

MCP Template

A template for building Model Context Protocol servers that allow AI assistants to interact with custom data and services through queryable resources and specialized tools.

Terminal MCP Server

Enables safe execution of terminal commands across different shells (bash, cmd, PowerShell) with configurable timeouts, working directories, and resource limits for command-line operations through AI assistants.

Positivo PCUIRN MCP Server

Enables control of TV and air conditioner through natural language commands via Cursor or Claude Desktop.

ArcadeDB Multi-Model DBMS

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

Educational MCP Server

Enables AI assistants to access educational domain tools including grading, cognitive diagnosis, knowledge tracing, learning path recommendations, and sentiment analysis through FastAPI-powered small models.

Venice Browser MCP Bridge

Enables browser automation through Playwright with persistent sessions and cookie state management. Supports web navigation, page interaction, and browser control via JSON-RPC protocol over stdin/stdout.

factsets

A self-maintaining knowledge base for AI agents that manages facts, resources, skills, and execution logs via MCP, enabling persistent context and tag-based organization.

nvda-cpi-watch

MCP server for fetching NVDA earnings and US CPI data, including historical values, market forecasts, and an aggregated trade brief for the next CPI release.

Guardian MCP Toolkit

Real-time architecture governance tool that enforces Clean Architecture, DDD, SOLID, TDD, and Security rules across 8 languages using 11 specialized agents.

Gemini MCP Server

A Python-based MCP server that enables integration of Gemini AI models with MCP-compatible applications like Cursor/Claude, allowing for interaction with Gemini APIs through the Model Context Protocol.

RAG Vault

RAG Vault lets your AI coding assistant search your private documents locally. Everything runs on your machine and your data stays private.

fastmcp-gateway

Aggregates tools from multiple upstream MCP servers and exposes them through 4 meta-tools, enabling LLMs to discover and use hundreds of tools without loading all schemas upfront.

mmar-mcp-server

Enables creation of complete metamodels and model instances through natural language interaction by connecting Large Language Models to the MM-AR metamodeling platform.

jira-mcp-server

Enables interaction with self-hosted Jira instances via Personal Access Token, supporting issue management and project operations through natural language.

mcp-openhexa

Enables interaction with OpenHEXA platform through Claude Desktop, allowing users to query workspaces, list datasets, search pipelines, and view pipeline runs using natural language.

postgres-mcp

Exposes PostgreSQL query execution, EXPLAIN, and schema inspection tools to MCP-compatible clients like Claude Desktop.

LocalHands

A local MCP server that gives a cloud AI agent hands on a real machine, enabling file operations, command execution, and screen capture via a secure tunnel with path whitelisting, command guards, and audit logging.

proton-mcp

Enables MCP clients to interact with Proton Mail through a self-hosted server that works alongside Proton Mail Bridge. It provides read-only mailbox tools such as listing folders, searching mail, and retrieving messages while keeping Bridge isolated from the network.

Xafari MCP

An MCP server and crawler for Xafari documentation that enables AI agents to search, retrieve pages, and extract code examples from a local index. It provides structured documentation access through stdio or HTTP interfaces for seamless IDE integration.

doc4d

Provides semantic search over 4D documentation, retrieving relevant passages with URLs based on natural-language queries.

Project Info MCP

Serves a single resource (project_info.md) as text/markdown over MCP HTTP transport, for use by MCP-aware clients like Claude Desktop.

DETRAN AM: Multas

Read-only MCP server for querying traffic fines (multas) in Amazonas, Brazil from an official source, with pay-per-use prepaid credits and support for any MCP-over-HTTP client.

MCP Memory System

Enables persistent storage and retrieval of decisions, settings, and operational rules across chat sessions, maintaining context continuity and decision consistency for long-term development projects through structured memory management.

Bug Bounty Hunter MCP

Professional security testing server with 50+ integrated tools for web application vulnerability scanning, reconnaissance, fuzzing, and API testing. Enables comprehensive bug bounty hunting workflows including subdomain enumeration, XSS/SQLi detection, and automated security assessments.

MCP File System Server

A simple Model Context Protocol server that enables AI assistants to interact with local file systems, allowing them to read, write, update, and delete files within a specified project directory.

ibge-microdata-mcp

Local-first MCP server for discovering, downloading, and analyzing official IBGE microdata using DuckDB and Parquet.

safe-workspace-mcp

A minimal, security-focused MCP server that provides structured read/write access to exactly one local workspace, with built-in local Git checkpoints and rollback.

gramps-remote-mcp

Enables MCP clients to read and edit a Gramps family tree hosted on Gramps Web, with guarded write operations that tag new records as unconfirmed for review.