Discover Awesome MCP Servers

RSpace MCP Server

Exposes RSpace API endpoints to LLM agents using the Model Context Protocol.

Puch AI MCP Starter

A starter template with ready-to-use tools for job searching (analyze descriptions, fetch posts, search jobs) and image processing (convert to black & white), featuring bearer token authentication for use with Puch AI.

MCP Server Zotero Dev

An MCP server that enables AI assistants to build, test, and debug Zotero 7/8 plugins through tools for UI inspection, JavaScript execution, and real-time log monitoring. It integrates with Zotero's Remote Debugging Protocol to provide rich context including screenshots, DOM access, and database querying.

mcp-server-jean

一个用于连接 Jean API 的模型上下文协议服务器

Make MCP Server

Enables AI assistants to trigger and interact with Make automation workflows by exposing on-demand scenarios as callable tools. Allows AI systems to invoke Make scenarios with parameters and receive structured JSON responses.

ClickUp Multi-Workspace MCP Server

Enables AI agents to interact with tasks, spaces, lists, and folders across multiple ClickUp workspaces via the Model Context Protocol.

contextium-mcp-server

MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, and workflows directly into Claude, Cursor, and other AI coding assistants.

NotebookLM MCP Structured

An enhanced MCP server that enables users to interact with NotebookLM while ensuring strict source fidelity and citation accuracy through client-side prompt structuring. It guides Claude to transform user queries into structured prompts that prevent the addition of external knowledge during document analysis.

e-raktkosh-mcp-server

e-RaktKosh MCP 服务器 (e-RaktKosh MCP fúwùqì)

ragmap

MapRag is a discovery + routing layer for retrieval. It indexes RAG-capable MCP servers, enriches them with structured metadata, and helps agents (and humans) quickly find the right retrieval server for a task under constraints like citations, freshness, privacy, domain, and latency. MapRag does not do RAG itself. It helps you choose the best RAG tool/server to do the retrieval.

BWVI

MCP server for AI agents to make structured design decisions with direction, palette, typography, layout, and detail signatures, supporting multiple rendering backends and 56 visual styles.

Notion Knowledge MCP Server

A Cloudflare Workers-based service that enables intelligent searching, automatic code snippet recording, and statistical analysis of programming knowledge stored in Notion databases.

A-MEM: Agentic Memory System

Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

disclos-article-50

Generates EU AI Act Article 50 transparency disclosures for AI features, in all 24 EU languages, with copy-paste HTML snippets and determines which rules apply.

fedramp-docs-mcp

An unofficial MCP server that exposes public FedRAMP 20x documentation as deterministic, citable lookup tools for AI assistants, with every response citing the exact upstream source.

recon-fuzz-knowledge

Recon Fuzz Knowledge MCP

mcp-for-metabase

A safety-gated Python MCP server for Metabase that lets MCP clients and agents inspect Metabase, run governed queries, and create or maintain dashboards, cards/questions, collections, snippets, permissions, and other Metabase assets through the Metabase REST API.

Gapbase MCP

Query 474 validated startup gaps from Claude Desktop, Cursor, and Windsurf.

Jira Service Management MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Jira Service Management (beta): https://www.cdata.com/download/download.aspx?sku=GKZK-V&type=beta

Omnicord

Gives your AI assistant full control of a Discord server: 148 tools for chat, moderation, automod, events, and administration, up to building a complete community server from one paragraph. Every destructive action previews first and waits for your confirmation.

pyBittle MCP Server

A Python server that enables remote control of Bittle robots via Bluetooth using the Model Context Protocol (MCP), allowing users to programmatically send movement and pose commands.

betting-brain-v3

Provides betting intelligence and analytics tools including exposure, CLV, sharp scoring, live betting, and Fantasy402 integration, running on Cloudflare Edge.

Running Formulas MCP Server

Provides comprehensive running performance calculations including VDOT, training paces, race time predictions, velocity markers, and heart rate zones using Jack Daniels, Greg McMillan, and Riegel methodologies.

MemOS

MemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, updating, and scheduling these memories.

Ontology MCP

A Model Context Protocol (MCP) server that connects GraphDB's SPARQL endpoints and Ollama models to Claude, enabling Claude to query and manipulate ontology data while leveraging various AI models.

MCP Server for OSCAL

Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

ProducerMCP

AI music production with text-to-music generation, audio extension, remixing, and cover creation via AceDataCloud API.

TiFlux MCP Server

MCP server for TiFlux that enables ticket, stage, communication, time tracking, chat, and desk management via natural language.