Discover Awesome MCP Servers

doc-mcp

Enables semantic search and AI-powered Q&A over ingested GitHub documentation repositories via MCP tools.

Python Dependency Manager Companion

Provides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.

Demo MCP

데모: 간단한 클라이언트 및 서버 파일이 있는 MCP 프로토콜

codeitall

Provides deterministic tools for querying Rust package API behavior, including signature search, behavior lookup, and cross-implementation comparisons.

roam-semantic-search

Enables fully local semantic search over a Roam Research graph via MCP, providing tools for hybrid retrieval, index refresh, and stats while keeping all content on-machine.

Apple Ecosystem MCP

Enables Claude to interact with Apple apps on macOS including Mail, Calendar, Contacts, Reminders, Notes, and iCloud Drive for personal productivity tasks like triaging email, managing calendar, and cross-app context.

cf-mcp-server

A remote MCP server deployed on Cloudflare Workers with OAuth login, enabling tools like math operations to be called via natural language.

McpVanguard

A security proxy and active firewall for the Model Context Protocol that protects host systems from malicious intent, prompt injection, and data exfiltration. It acts as an interception layer between AI agents and tools, providing real-time verification and multi-layered defense mechanisms.

mcp-toolserver

Enables document search, read-only SQL querying, arithmetic calculation, and corpus introspection through MCP tools, allowing Claude to dynamically discover and chain these tools together to answer multi-step questions.

mcp-sandbox-computer-vm-for-ai

MCP server that gives AI agents isolated, named Linux computers with stable IDs and lifecycle control. Supports multiple backends like Docker, Fly Machines, Modal, and E2B, with a dashboard for managing sandboxes.

NPM Search

MCP 서버 (MCP server): npm 패키지 검색용

gmail-mcp

Enables AI assistants to manage Gmail accounts programmatically, including sending emails, managing labels, creating filters, and handling attachments via OAuth2 authentication.

reaper-mcp-server

An MCP server that lets language models interact with the Reaper DAW

dex-mcp

Debug and inspection tooling for Roblox projects, exposed as an MCP server so an AI agent can explore the instance tree, read/write properties, call remotes, and run Luau in a Roblox client driven by an executor.

MCP SSE Server Python

Enables real-time system monitoring and automation through MCP protocol with SSE transport, integrating with n8n workflows to check system health, query logs, and retrieve metrics from ABC system APIs. Supports natural language queries in Vietnamese and English for seamless system administration.

reconcile-mcp

Matches expected payments (pain.001) against observed booked entries (camt.053) for ISO 20022 cash reconciliation, providing explainable match results with scoring and classification.

HexStrike AI MCP Server

AI-powered cybersecurity automation platform with 150+ security tools and 12+ autonomous AI agents for penetration testing, vulnerability assessment, and bug bounty hunting. Enables comprehensive security testing through intelligent tool selection and automated workflows.

Gridly MCP Server

Gridly MCP 서버

MCPFind

A context-efficient proxy that replaces individual tool schemas with three meta-tools for semantic search, schema retrieval, and tool routing. It enables agents to manage hundreds of backend tools while maintaining a constant context footprint of approximately 500 tokens.

otel-mcp-server

Enables natural language querying and analysis of OpenTelemetry traces, metrics, and logs stored in Elasticsearch/OpenSearch, allowing AI assistants to investigate performance issues, find root causes, and explore system behavior.

Society ElizaOS Connector MCP

Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and chat with agents via MCP tools.

mcp-home-server

A dynamic MCP server that hot-reloads tools at runtime and provides URL tracking, onboarding, and scouting features for AI clients.

SOMA MCP

A private, self-hosted MCP server that wraps a retrieval pipeline over your own data, enabling trusted AI agents to access and manage your personal memory through standard MCP tools.

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.

postgres-mcp

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

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.

ibge-microdata-mcp

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

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.