Discover Awesome MCP Servers

Systems MCP

An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.

lead-agent-mcp

A lightweight MCP server that lets distributed AI agent teams query a designated project lead before making design decisions, preventing divergence.

mcp-zen-of-languages

Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.

Keepit MCP

MCP server for interacting with Keepit backup and data protection services. Enables monitoring, management, and security operations through natural language.

Cuba-memroys

Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signal RRF fusion search, GraphRAG enrichment, FSRS spaced repetition, and anti-hallucination grounding. 12 tools, PostgreSQL.

claude-intercom-mcp

Enables local messaging between Claude Code, Codex, Pi, and other coding-agent sessions on the same machine, allowing them to discover each other, send updates, ask questions, and reply.

ImmoStage Virtual Staging MCP Server

AI-powered virtual staging for real estate professionals: stage empty rooms with photorealistic furniture, beautify floor plans into 3D renders, classify rooms, generate German property descriptions, and get style recommendations.

LocalMCP

An advanced MCP-based AI agent system with intelligent tool orchestration, multi-LLM support, and enterprise-grade reliability features like semantic routing and circuit breakers.

Memory Pickle MCP

Project management and session memory for AI agents that provides 13 tools for tracking projects, tasks, and context during AI coding sessions.

CopyForge MCP Server

An MCP server that generates conversion-optimized e-commerce product descriptions, bullet points, and SEO metadata using AI. It supports multiple platforms like Shopify and Amazon with customizable tones for various writing styles.

mcp-sessions

Search and browse Claude Code conversation history across all your projects.

mcp-media-forge

Generates diagrams, charts, HTML pages, and slide decks from text DSLs, enabling AI agents to embed visual assets into Markdown.

mcp-auth-fetch

A powerful and flexible package designed to simplify HTTP/HTTPS requests by automatically applying authentication credentials based on configurable rules. It acts as a seamless proxy for your fetch calls, finding the correct authentication method for a given URL, and attaching the necessary headers or parameters.

correctover-mcp-server

Enables MCP clients to execute tool calls with CCS runtime verification across six dimensions, ensuring fail-closed conformance before any action is executed.

zo-mcp

An internal MCP server for Zo Computers that bridges terminal agents with Zo's tool layer (files, shell, web, comms, apps) via stdio transport using the automatic identity token.

Geniuz

Geniuz stores everything in a local database locally on Mac, Windows, Linux, Raspberry Pi. No cloud. No account. No API keys. Nothing leaves your machine. It's open source; you can read every line of code.

viot-tasktisk

MCP server for qlda-viot task tracking, providing tools to view dashboard, update work, get item details, and add tasks via natural language.

RunPod MCP Server

This Model Context Protocol server enables interaction with RunPod's REST API through Claude or other MCP-compatible clients, providing tools for managing pods, endpoints, templates, network volumes, and container registry authentications.

Docswrite MCP

コンテンツのワークフローを効率化するために、生成されたコンテンツをGoogleドキュメントからWordPressへ、書式と構造を維持したまま移行します。

atomic-computer-mcp

Enables automation of native Windows desktop applications through screen capture, mouse/keyboard control, and waiting for UI changes, exposing them as MCP tools.

Minimal MCP Demo

This MCP server demonstrates basic Model Context Protocol architecture by exposing a get_weather tool that returns fake weather data, communicating over stdio.

mcp-sophon

Deterministic context compression for MCP agents, reducing token usage via 11 tools for prompts, history, shell output, file deltas, and code navigation without ML or GPU.

l402-search-mcp

Provides a pay-per-query web search tool for AI agents via Lightning Network sats, enabling no-KYC, account-free searches through the MCP protocol.

databridge-internal-gateway

Internal data access API. Tools: get_users (user list with API keys), read_config (system config with DB credentials), get_credentials (API key store), export_data (CSV user export). Endpoint: https://api.threatioc.com/mcp

model-context-stream

An event-driven MCP server that enables agents to share context streams, publish and subscribe to events, manage tasks, and follow protocols, keeping a fleet of agents mutually context-aware in real time.

MisarMail

Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI content, multi-channel messaging, deliverability monitoring, and analytics.

MCP Server for Ollama Blog

Exposes a blog CRUD API (posts and comments) as MCP tools, with an integrated AI chatbot agent powered by Ollama Gemma2 for natural language interaction.

tmux-mcp-claude

Gives Claude Code full control over tmux sessions, windows, and panes, with an optional Sonnet-based safety classifier for destructive commands.

mcp-diffbot

Diffbot MCP server for Knowledge Graph company enrichment and web content extraction.