Discover Awesome MCP Servers

Ged Invest MCP

An MCP server for construction tools that calculates wall formwork material takeoffs from geometry inputs, enabling LLMs to generate accurate bills of materials.

Project Tessera

Local workspace memory for Claude Desktop. Indexes documents into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph.

mcp-ipqualityscore

Wraps IPQualityScore's fraud-prevention API to enable AI agents to check IP reputation, email verification, and other fraud detection data through natural language queries.

SmartPark Central MCP Server

Records approved parking reservations to a secure text file via the Model Context Protocol, with token authentication and input sanitization.

POEM MCP Server

Enables parsing, validating, and translating POEM pseudo-code specifications into code in any programming language via natural language.

orbit-mcp

A stdio-based MCP server that exposes the Orbit CPaaS API as tools, enabling sending SMS, managing campaigns, and other communication workflows through natural language in MCP clients.

codebase-memory-mcp

A Docker-based MCP server providing codebase memory and search tools. It enables storing/retrieving memories, regex search of code, and file summarization for AI assistants.

grane

Enables MCP-compatible agents to run governed, read-only analytics queries against Postgres using predefined metrics and dimensions, with safety checks and provenance on every result.

fathom-mcp

A Model Context Protocol server that provides AI assistants with direct access to local document collections through full-text search, supporting multiple formats and hierarchical collections.

Memory MCP

Persistent project memory for AI models and coding agents. Memory MCP stores architecture, decisions, tasks, warnings, preferences, and session state in Supabase so OpenCode, Claude Code CLI, Qwen Code, Codex, or any MCP-compatible client can resume work without losing context.

ASCII Motion MCP

Enables AI assistants to create, animate, and export ASCII art using natural language, with live browser sync.

Yandex Tracker MCP Server

A Model Context Protocol server that enables AI assistants to securely interact with Yandex Tracker, supporting issues, queues, comments, worklogs, search, and workflow management with optional Redis caching.

FastAPI MCP Application

A REST API built with FastAPI that exposes endpoints via Model Context Protocol (MCP), allowing clients to interact with CRUD operations through MCP interfaces.

Hopper MCP Server

Enables AI assistants to search flights and hotels, access AI-powered price forecasts, set price alerts, and initiate travel bookings through the Hopper platform. It provides real-time pricing and booking management capabilities directly within the Model Context Protocol.

Cocos MCP Server

Enables AI assistants to directly control the Cocos Creator game editor via MCP protocol, supporting scene management, node manipulation, component attachment, and asset management.

Knownbase

Knownbase gives AI agents durable, structured project memory that persists across sessions, tools, and workflows. Through MCP, agents can store and retrieve Markdown-based knowledge such as architecture decisions, debugging discoveries, implementation details, handoffs, project facts, and ongoing work. Notes can be organized by project, tags, status, and structured metadata, then searched efficie

research-mcp

MCP server that searches 9 sources, scrapes full content, reranks results, and synthesizes cited answers with free LLMs.

Universal Netlist MCP Server

This MCP server enables AI agents to understand and analyze electrical schematics from Cadence and Altium for comprehensive design reviews through natural conversations.

mcp-metabolights

Provides access to EBI's MetaboLights metabolomics study repository via an MCP gateway, enabling querying and retrieval of metabolomics data.

hawkapi-mcp

Auto-exports HawkAPI routes as MCP tools, allowing any MCP-compatible client to call your API.

Apollo.io MCP Server

A Model Context Protocol server implementation that enables AI assistants to interact with Apollo.io data, performing operations like people/organization enrichment, searching, and retrieving job postings through natural language commands.

mcp-imap-server

An MCP server that enables Claude to directly access and manage email through IMAP. It provides tools for reading, searching, organizing, and drafting emails within your mailbox.

MCP Enterprise Tools Server

An MCP-based enterprise tools server that exposes company knowledge search and employee database lookup as callable tools.

sint-epistemic-mcp

Tracks what an agent KNOWS vs INFERS vs ASSUMES with calibrated confidence. Provides tools to register, query, and analyze epistemic status of claims across domains.

Video Intelligence MCP

Enables AI clients like Codex, Claude Code, and Kimi Code to analyze public video URLs by downloading media, uploading it to Gemini, and returning timestamped production breakdowns covering shots, visual design, animation, motion, narration, music, sound effects, and editing, with follow-up Q&A and session management tools.

Dianping MCP Server

Enables searching and retrieving details of merchants on Dianping (Chinese review platform) using a locally logged-in browser session.

CallHub

CallHub MCP is a Python-based tool that allows you to interact with the CallHub API through Claude. This tool provides a comprehensive set of functions for managing contacts, phonebooks, agents, teams, campaigns, and other CallHub resources.

tai-mcp-github

A minimal MCP server that exposes a focused set of GitHub PR review tools to AI agents, enabling PR listing, detail retrieval, comment viewing, and thread management.

Social Download All In One

Enables downloading content from various social media platforms through a unified API. Provides a single tool to download media from multiple social networks using the Social Download All In One service.

DeepWiki MCP Server

Enables Claude to explore, analyze, and answer questions about any public GitHub codebase by connecting to DeepWiki's AI-powered documentation.