Awesome Mcp Servers

The missing context layer for AI-assisted refactoring

This was a fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments

MCP server for Kaggle

Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.

Local-first CLI portfolio tracker for overseas investors, with built-in MCP server for Claude

TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.

A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.

Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.

MCP Server to interact with data in Couchbase Clusters

Store and load JSON documents from LLM tool use

Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

No description.

MCP server that gives AI agents the ability to execute cross-chain cryptocurrency swaps and transfers via the deBridge protocol

A static MCP server that provides AI models with persistent tool context, preventing context loss between chats.

youtube transcriber mcp server

Model Context Protocol server for Cyclops

MCP (Model Context Protocol) server for Dumpling AI

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

No description.

The trust economy for autonomous AI agents. Credit scores for machines. Agents earn Trust Capital through verified behavior, gating what they are allowed to do. Autonomy earned, not granted.

A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.

github-enterprise-mcp

Self-hosted MCP server for your documentation

a web logging proxy for MCP client-server communication

A lightweight, zero-footprint TypeScript MCP server that lets AI assistants interact with the Godot 4.x game engine.

No description.

Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, lighting, and bidirectional project sync.

Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists

Give your AI assistant its own AI assistants.

An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

Endor provides instant, private, sandboxed environments for your favorite services anywhere Node is available. Run MariaDB, PostgreSQL and many more servers securely and in just a few seconds. Perfect for AI agents and humans in a hurry.

🦀 A high-performance code agent written in Rust, combining the best features of WCGW for maximum efficiency and semantic capabilities.

A Model Context Protocol (MCP) server for GreptimeDB

MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring

No description.

MCP server for merging multiple files into one

MCP server for analyzing WallStreetBets

MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.

Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents and configs from AI coding assistants.

MCP server that triangulates customer support tickets and feature requests to help PMs decide what to build next

MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr

A Model Context Protocol server for the Codex API

Search Paper Data from Any AI Tool

The unified web layer for AI agents. Search (8 engines), stealth browse, auth, and act on 24 platforms. One npm install, self-hosted.

DragonMCP is a Model Context Protocol (MCP) server designed for AI Agents to interact with local life services in Greater China (Mainland China, HKSAR) and Asia. DragonMCP 是一个专为 AI Agent 设计的 Model Context Protocol (MCP) 服务器，旨在提供中国内地、中国香港及亚洲地区的本地生活服务接口。

mcp server for tidb