Discover Awesome MCP Servers

LightRAG MCP Server

Enables AI assistants to manage documents, query knowledge graphs, and perform retrieval-augmented generation using LightRAG with 30 tools and multiple query modes.

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

Servidor MCP e-RaktKosh

Diversion MCP Server

Connects Claude to Diversion version control API enabling repository management, branch operations, commit tracking, and code reviews through natural language. Supports workspace monitoring, file history, and collaborator access with flexible API key authentication.

ClickUp MCP Server - Enhanced

Enables comprehensive ClickUp workspace management through 170+ AI-powered tools with GitHub Flavored Markdown support, webhook processing, and production-grade security. Provides 50-70% efficiency gains in common workflows with smart tool suggestions and direct API access.

Golden Egg TW Holdings MCP

Enables AI agents to query Taiwan stock holdings across multiple brokerages including Fubon, SinoPac, MasterLink, and E.SUN. It provides a standardized interface for accessing portfolio data and brokerage accounts through the Model Context Protocol.

Claude Memory MCP

A lightweight MCP server that provides Claude Desktop with persistent memory across conversations by storing, summarizing, and retrieving conversation history.

mcp-rag-local

Enables storing and retrieving text passages based on semantic meaning using local embeddings (Ollama) and vector storage (ChromaDB), allowing conversational memorization and retrieval of information.

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.

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.

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.

phpIPAM MCP Server

Enables LLMs to manage IP addresses, subnets, and network sections through natural language, with security features like read-only by default.

bitbucket-mcp

Enables pull-request review workflows on Bitbucket Cloud via Claude Code, offering tools to view PR metadata, comments, diffs, and to post comments or approve.

MCP ERPNext

Model Context Protocol (MCP) server for ERPNext - manage timesheets, leave applications, projects, and software releases via Claude, Gemini, or any MCP-compatible AI assistant.

Gapbase MCP

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

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.

brreg-mcp-server

Enables AI agents to search and retrieve Norwegian company data from the Brønnøysund Register Centre's open API, including company details, roles, and subunits.

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.

runescape-ge

Look up Old School RuneScape Grand Exchange prices in real-time using the official OSRS Wiki Prices API, no API key required.

web-fetch-mcp

An MCP server that provides web scraping and Bing search capabilities, supporting both static and dynamic content through Puppeteer. It allows AI assistants to extract page summaries, SEO metadata, and full text with automatic detection for headless browser rendering.

Kubernetes MCP Server

Enables secure Kubernetes operations with configurable security modes, supporting core Kubernetes resources, Istio service mesh, and Helm chart management through natural language.

jiraxmcp

An MCP server for interacting with Jira Cloud, providing tools for issues, search, agile boards, comments, links, attachments, and webhook notifications.

Video Enhancement MCP Server

Provides video enhancement capabilities through MCP tools for creating, monitoring, and synchronously processing video enhancement tasks with configurable resolution options.

RoxyBrowser MCP Server

An MCP server for managing RoxyBrowser browser instances and obtaining CDP endpoints for automation. Supports workspace management, proxy configuration, and account management.