Discover Awesome MCP Servers

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.

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.

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.

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.

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.

mcp-server-jean

一个用于连接 Jean API 的模型上下文协议服务器

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.

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.

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.

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.

phpIPAM MCP Server

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

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.

silverstripe-mcp

Validates AI-generated PHP code against Silverstripe 6 patterns, catching migration issues from SS5 to SS6.

MCP Brasil API

Enables LLMs to query Brazilian public data such as CEP, CNPJ, DDD, exchange rates, banks, and holidays via the Model Context Protocol.

media-downloader

A multimedia downloading and conversion MCP server supporting YouTube, HLS streams, podcasts, and images, with features like batch downloads, subtitle extraction, format query, and whitelist management.

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.

APITier MCP Server

About MCP server exposing 10 APITier utility APIs as AI agent tools — email/phone/VAT validation, UK postcodes, India pincodes, barcode/QR generation, data conversion