Discover Awesome MCP Servers

Brightspace MCP Server

Enables Purdue University students to access their Brightspace academic data including courses, assignments, and grades through web scraping with Duo Mobile 2FA authentication. Provides programmatic access to student academic information when official API access is restricted.

gitlab-mcp

MCP server for GitLab that enables AI assistants to manage CI pipelines, job logs, repositories, branches, merge requests, and commits via the GitLab REST API.

MCP Background Job Server

An MCP server that enables coding agents to execute and manage long-running shell commands asynchronously with capabilities for process monitoring, interaction, and lifecycle management.

o3-search MCP

An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.

MCP LaunchBox

An MCP server that enables AI assistants to search and query your LaunchBox game library across all platforms including Steam, GOG, and emulators. It allows users to check ownership for bundles, view game metadata, find duplicates, and analyze playtime statistics through natural language.

MCP Git Explorer

Simple MCP server for fetching the remote git repository content as a structured text file

Unofficial Overleaf MCP Server

Enables AI agents to interact with Overleaf projects directly, including creating projects, managing files, and editing documents in real-time using Overleaf's native Operational Transformation protocol.

dev-memory-mcp

MCP server providing Claude with persistent, local memory for tracking architectural decisions, dead ends, and project context across conversations.

Remote MCP Server

A Cloudflare Workers-based server implementing the Model Context Protocol that enables AI assistants like Claude to securely access external tools through OAuth authentication.

browser-mcp

Agent-native browser control MCP server that enables AI agents to browse and interact with web pages via accessibility tree snapshots and ref ID-based commands.

Aetheris-MCP

An enterprise-grade SSE Model Context Protocol server for ad-free Markdown web scraping, protected by on-chain x402 micropayments on Base.

FirstPromoter MCP Server

An MCP server that provides AI assistants with access to the FirstPromoter affiliate management platform for managing referrals, promoters, campaigns, and commissions. It is designed for remote multi-user deployment and supports operations via HTTP/SSE transport.

OmniBrowse-Agent

A browser research MCP server that emphasizes evidence-centric workflows, secure browser automation, and deterministic data extraction, with structured responses and artifact-based screenshots.

FlatCash MCP Server

Enables AI agents to buy, hold, and transfer CPI-pegged FLAT stablecoin without wallets or gas. Provides tools for earning through tasks, trading, and managing balances via MCP.

mcp-zettel

An MCP server that provides Claude and other MCP clients with persistent memory through a Zettelkasten knowledge base of interconnected markdown notes. It enables LLMs to create, search, link, and reference atomic notes across sessions without requiring manual copy-pasting.

MCP Claude Hacker News

Enables Claude Desktop to interact with Hacker News, fetching articles, searching, and viewing comments.

Mcp_server_integration_with_ollama

this repo has the mcp server with ollama

mcp-document-chat

Exposes a document store over MCP tools, resources, and prompts for reading, editing, summarizing, and formatting documents in a chat interface.

Execution System MCP Server

Enables AI-native task and project management through natural language conversation with Claude, eliminating app-switching by letting you add actions, manage projects across multiple areas of focus, and maintain a GTD-style execution system directly in chat.

drawio-mcp-server

Enables creating and editing draw.io diagrams from structured descriptions, rendering them as interactive inline SVGs, and providing access to the full draw.io editor for further modification and export.

Code Review MCP

Enables Codex-powered Git code review by collecting diffs and generating Chinese Markdown reviews with optional Feishu notifications.

imply-druid-mcp

A read-only MCP server for Imply Cloud/Druid databases, enabling AI assistants to execute SQL queries, list tables, and explore dashboards and data cubes.

ESP-IDF FastMCP Server

Enables ESP-IDF firmware development through MCP by providing tools to manage ESP32 targets, serial ports, and project compilation/building operations.

CoverageUnlocked MCP Server

Enables AI assistants to analyze insurance denial appeals, providing win probabilities, appeal strategies, payer behavioral intelligence, and regulatory leverage for any CPT code.

q-sys-mcp

Enables AI agents to inspect and control Q-SYS audio/video systems via the QRC protocol over TCP, against a real Core or Q-SYS Designer emulator.

lsfusion-mcp

Enables RAG-powered documentation search using OpenAI embeddings and Pinecone vector database. Provides an extensible framework for adding additional tools with support for both local STDIO and production HTTP transports.

Pickle MCP Server

Free AI ops manager that runs locally, auditing ClickUp, Slack, and Teams to catch stale tasks, dropped promises, and buried decisions using your own tokens.

iOS BLE-MCP Bridge

Enables AI agents to control iOS BLE devices through a WebSocket bridge and Safari extension, allowing scanning, connecting, reading, and writing BLE characteristics from an iPhone.

Spring Web to MCP Converter 🚀

Convert Spring REST API to MCP Server with OpenRewrite

mcp-sparql

MCP server exposing SPARQL query functionalities for LLMs, enabling query execution, validation, and graph exploration across SPARQL endpoints.