Discover Awesome MCP Servers

Moodle-MCP

一个模型上下文协议 (MCP) 服务器实现，提供与 Moodle LMS 交互的能力。 (Or, a slightly more formal translation:) 一个模型上下文协议 (MCP) 服务器的实现，该实现提供与 Moodle LMS 交互的功能。

mcp-comms

Enables multiple AI agents to communicate and coordinate via a shared SQLite-backed message log, supporting directed messages, broadcasts, and session discovery.

noit-mcp-server

An MCP server that enables AI agents to manage STAR-pattern architecture diagrams, creating, updating, listing, and building interactive viewers via tool calls.

mcp-runtime

A high-performance MCP execution engine that runs tool code in isolated, resource-constrained sandboxes with context state persistence.

Confluence MCP Server

Enables AI assistants to interact with Atlassian Confluence Cloud by providing tools to create, update, search, and delete pages. It facilitates seamless content management within Confluence spaces using Markdown and the Confluence REST API.

100Hires MCP Server

Official Model Context Protocol server for 100Hires — the applicant tracking system for recruiting teams. Exposes the full 100Hires API v2 as 130 MCP tools, enabling AI assistants to manage candidates, jobs, applications, interviews, messages, and more.

Shop Analytics MCP

Enables secure analytics on an SQLite database of an online store via six specialized tools covering schema, customer metrics, product sales, category revenue, period revenue, and order leaders.

MCP Runrun.it

Enables managing Runrun.it tasks and comments via the Model Context Protocol, including creating, updating, moving, and tracking tasks, as well as commenting and Discord integration.

Credit Risk Copilot

A natural-language interface to a credit risk database, with SQL guardrails that enforce read-only, allowlisted access to tables and columns.

Seedance 2 MCP Server

A focused MCP server for generating Seedance 2 videos via MuAPI. It provides tools for text-to-video, image-to-video, first-last-frame, and omni-reference generation, plus prediction polling and account balance.

MCP Immobilier France (DVF)

Provides AI agents with real-time access to French real estate transaction data, price per square meter, and property estimates using official open DVF data, with no API key required.

deepseek-vision-mcp

MCP server that exposes an analyze_image tool using Gemini vision models to describe or analyze images from local paths, URLs, or base64 data URIs.

transcribe-mcp

Transcribe audio/video URLs and detect silence for cutting, with pay-per-call billing in USDC via x402, no account or API key required.

NDI-MCP-Server

Built an MCP server that connects Claude Desktop, Cursor, or any MCP client to Northeast Deal Intel's CRE database. 8 tools: • search_deals — filter 14K+ active listings by state, type, score, cap rate • search_comps — 100K+ closed transactions for comp benchmarking • score_deal — submit any property for AI scoring against real comp data • find_1031_candidates — exchange-ready deal filter (price

Form.io MCP Server

Enables AI agents to manage forms, roles, actions, and projects on a Form.io Enterprise Server via MCP tools, turning it into a composable backend for agentically coded applications.

sync-hub

Centralizes verbatim local AI conversation history into a SQLite database and exposes it via an MCP server, enabling tools like Claude Code and Codex to retrieve exact context from other tools.

Creo MCP

MCP server enabling CAD interaction with Creo Parametric and knowledge base retrieval from Volcengine.

BranderUX MCP

Enables AI agents to manage BranderUX projects, including brand settings, custom elements, screens, and API keys, with access to verified SDK documentation.

RoastPilot

RoastPilot is a spec-driven MCP server for autonomous coffee roasting.

romanian-financial-regulation-mcp

Enables querying Romanian financial regulation data, including regulations, enforcement actions, and currency checks, directly from AI assistants.

webfetch

Local web search MCP server that fuses multiple search engines, fetches and compresses pages to reduce tokens and cost, with caching for repeated and paraphrased queries.

mcp-server-coordinate

Extracts structured commitments (who promised what, by when, under conditions) from text transcripts, emails, Slack logs, etc. using Anthropic API.

Zenith Bridge

An Obsidian plugin that provides embedded AI agent terminals and an MCP server for connecting Claude Code and other clients to your vault.

spacemail-mcp

Enables Claude to access and manage Spacemail mailboxes over IMAP and SMTP, including listing folders, searching and reading messages, marking read/unread, moving to Trash, saving drafts, and sending email when explicitly enabled per account.

unifi-mcp-server

An MCP server that enables Claude to manage Ubiquiti UniFi networks via the official API, including device/client oversight, network and WiFi configuration, firewall and ACL management, and guest access controls.

LoreKeeper MCP

Provides fast, cached access to comprehensive Dungeons & Dragons 5th Edition data including spells, monsters, classes, races, equipment, and rules through Open5e and D\&D 5e APIs.

X MCP Server

A self-hosted MCP server on Cloudflare Workers that lets Claude post directly to X, YouTube, Instagram, and Facebook, and draft on-brand content for all five platforms including TikTok.

mcp-perforce-server

MCP server for Perforce version control with safe defaults, structured JSON responses, and 59 tools for repository inspection, file operations, changelists, reviews, and more.

BioCite-MCP

BioCite-MCP enables LLMs to retrieve verified academic literature metadata, citations, and BibTeX from Europe PMC and Crossref, and audit manuscripts for citation accuracy.

Casebook MCP

Enables agents to query a registry of documented AI-agent failures for debugging incidents, deployable on Cloudflare Workers.