Discover Awesome MCP Servers

Overseerr MCP Server

启用与 Overseerr API 的交互，以管理电影和电视节目的请求，允许用户检查服务器状态并按各种标准过滤媒体请求。

datacube-sk

Enables querying statistical data from the Statistical Office of the Slovak Republic via natural language or direct tool calls.

wadachi

Persistent memory for AI agents built on the LLM Wiki pattern: a plain-Markdown brain (also a valid Obsidian vault) with SQLite metadata, local semantic search via fastembed (no API keys), one-call session context with project auto-detection, and a decision log with rationale. Works with Claude Code, Claude Desktop, Cursor, and any MCP client.

Rosbridge MCP Server

A Model Context Protocol server that provides tools to publish messages to ROS topics via rosbridge WebSocket, enabling integration between language models and ROS-based robotics systems.

Red Hat Security Data API MCP Server

Enables querying Red Hat security data including CSAF advisories, CVEs, and OVAL streams through natural language.

Crypto Options Desk MCP

An MCP server that gives an LLM agent a typed, audited tool surface over quant crypto-options desk analytics: gamma exposure, vanna, skew, vol surface, options flow, technicals, portfolio greeks, scenario analysis, and live positions.

agent-intel-mcp

An OpenAI-powered developer intelligence MCP server that scans GitHub repositories, extracts and clusters agent engineering patterns, analyzes local codebases, and proposes safe AGENTS.md improvements.

claude-openai-image-mcp

A security-first MCP server that generates images via OpenAI's image model (gpt-image-2) and returns them as MCP image content, usable from Claude Code, Claude Desktop, and other stdio MCP clients.

VaultForge

An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-ranked search, vault theme mapping, and 27 tools for managing notes, files, and links.

PDF Agent MCP

Enables AI agents to efficiently process large local and online PDFs through selective extraction of text, images, and metadata. It provides tools for content search and document outline navigation to optimize context window usage.

ProbeOps MCP Server

MCP server for running infrastructure diagnostics from 6 global regions. It provides tools like SSL checks, DNS lookups, ping, whois, port checks, traceroute, latency tests, and more, with a free demo mode (10 calls/day) and no API key required.

Arkheia Hallucination Detection MCP

Detect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.

makerai-mcp

Exposes Maker AI's knowledge surface (video generation workflows, pricing, FAQ, official links) to MCP-compatible AI clients like Claude Desktop, Cursor, and Windsurf. Read-only, no API keys required.

git-steer

An autonomous GitHub management engine that enables control over repositories, branches, security alerts, and Actions workflows through natural language. It utilizes a zero-local-footprint architecture by storing all configuration and audit logs within a private state repository on GitHub.

workflows-mcp

A Model Context Protocol implementation that enables LLMs to execute complex, multi-step workflows combining tool usage with cognitive reasoning, providing structured, reusable paths through tasks with advanced control flow.

tradingview-mcp-india

Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including top gainers, technical analysis, and backtesting tools.

mcp_query_table

A MCP server that queries financial website tables using Playwright, enabling automated data retrieval from sources like Tonghuashun and East Money, and exposing the results via MCP tools.

indian-stock-market-mcp

MCP server providing real-time Indian stock market data through 15 tools, including stock details, historical data, market overview, and news. Works with Claude Desktop, Claude Code, Cursor, Windsurf, and other MCP clients using an API key from IndianAPI.in.

DeepSeek Vision MCP

Enables text-only LLMs to analyze images by bridging DeepSeek's web vision chat via MCP, supporting single/multiple image analysis, batch glob processing, and Windows screen capture for any MCP client.

mcp-disaster-server

MCP server for querying the Kaggle 'All Natural Disasters 1900-2021 / EOSDIS' CSV dataset via pandas, exposing search and statistics tools.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Enables easy deployment and connection to MCP clients like Claude Desktop or Cloudflare AI Playground via Server-Sent Events.

Figma Context MCP

A Model Context Protocol (MCP) server that enhances Figma design integration by adding element position information to API responses, enabling AI assistants to better understand spatial relationships and convert designs to code more accurately.

Rapid URL Indexer MCP Server

Enables submitting URLs to the Rapid URL Indexer API, tracking submissions across projects, and auto-detecting new pages from sitemaps.

mcp-mastodon

Provides access to public Mastodon data including trending posts, account profiles, and public timeline via mastodon.social without authentication.

MCP Help Scout

A comprehensive MCP server that provides full access to Help Scout's Docs and Inbox APIs. It enables users to manage knowledge base articles, collections, and sites while also handling customer conversations, threads, and mailbox operations.

venv-manager

Python venv runtime for AI agents. MCP server exposing list/create/describe/install/run/exec/snapshot/rollback/scan as typed tools

solon-ai-mcp-embedded-examples

Solon AI MCP 嵌入式示例

tailwindcss-mcp-server

A comprehensive MCP server providing TailwindCSS utilities, documentation, conversion tools, and template generation to assist AI in TailwindCSS development.

Data Documentation Checker

Extracts and validates data documentation to ensure consistent understanding of field meanings, types, and constraints. Exposes tools for extracting data dictionaries, checking documentation clarity, and comparing schema versions.

Deno MCP Template Repo

一个使用 Deno 编写和发布 MCP 服务器的模板仓库。