Discover Awesome MCP Servers

MCP FFmpeg Helper

一个轻量级服务器，通过模型上下文协议（MCP）将 FFmpeg 的视频处理能力暴露给 AI 助手，支持视频格式转换、音频提取和添加水印等操作。

MCP Server: SaaS Gateway

A single MCP server that fronts multiple REST APIs, each configured via environment variables, allowing Claude to orchestrate across several SaaS backends with namespaced tools.

ObsidianMCP

Enables Claude to interact with an Obsidian vault via the Local REST API plugin, supporting file operations, search, periodic notes, commands, and semantic search.

DBCode

DBCode 是一个 Visual Studio Code 扩展，它允许你管理许多数据库，包括 PostgreSQL、MySQL、SQL Server、DuckDB、Redis、MongoDB 等等。 DBCode 提供了运行 MCP 服务器的选项，从而可以访问这些数据库、它们的模式，以及执行查询的能力。

Garmin Connect (treinos)

Enables listing, creating, editing, deleting, and scheduling structured workouts (run, cycle, swim, triathlon) on Garmin Connect via natural language.

Notion Universal MCP Server

Provides a standardized interface for interacting with Notion's tools and services through a unified API, enabling content management and site configuration via natural language.

nexql-mcp

Standalone Postgres MCP server with schema-aware indexing, offering 53 query, schema, context, performance, write, and admin tools. Read-only by default and installable across clients.

Databutton

一个 MCP 服务器，用于进行初步的应用程序规划，并在 Databutton 中创建一个良好的起点——它启动一个新的应用程序并生成初始的 MVP（最小可行产品）任务。

Taobao Sourcing Assistant

A local, human-paced MCP server for sourcing products on Taobao/Tmall, extracting per-SKU pricing, variant-linked reviews, and exporting to a comparison spreadsheet.

sap-hana-mcp

An MCP server for SAP HANA that enables listing tables, columns, running SQL queries, and looking up SAP table descriptions, all through natural language via AI assistants.

AI Agent History RAG MCP Server

Provides persistent, searchable memory across AI coding agent and chat history (Claude Code, Codex, Gemini CLI, ChatGPT, and more) via retrieval-augmented generation, enabling semantic and hybrid search to retain context across sessions.

atlas-social-mcp

AI-powered social media posting across 14 platforms. Post to Twitter, Instagram, TikTok, Facebook, LinkedIn, YouTube and more with one command. AI adapts content per platform, schedules posts, and generates 30-day content calendars.

SAP HANA MCP License Server

Backend server that issues and validates alphanumeric software licenses tied to hardware IDs for SAP MCP servers (hana-b1, sap-btp, sap-cpi), storing products, licenses, and telemetry in PostgreSQL with online validation of expiry, revocation, and hardware matching.

@zereight/mcp-gitlab

Enables AI agents to interact with GitLab repositories, issues, merge requests, pipelines, wikis, milestones, and more through the GitLab API.

Chai-1 MCP Server

Enables protein structure prediction using the Chai-1 model via Docker, with tools for small peptides, FASTA-based predictions, MSA-enhanced predictions, batch processing, and job management.

patent-mcp

AI-powered patent search and analysis across 220M+ global patents. Semantic search, prior art discovery, novelty/patentability reports, and patent content retrieval.

SubTrack

Tracks subscriptions and recurring bills with flexible billing cycles, and provides upcoming renewals and spending summaries.

outlook-mcp

MCP server that connects to Windows Classic Outlook to automate email organization, search, and reply draft creation without sending emails.

MCP Starter Project

How to setup mcp server and mcp client.

pleamo

Enables MCP clients to check URLs for scam/phishing risks, get verdicts with confidence and severity, report false positives, and monitor plan usage.

threlte-mcp

An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-time.

chrome-bridge-mcp

Bridges AI agents (Codex, Claude Code) with a real Chrome session via CDP, enabling Google Search and Google AI interactions through the browser.

dexjup-mcp

MCP server combining DEX Screener market data with Jupiter swap quotes and gated execution on Solana, offering read-only tools and an optional trading mode with safety caps.

fortytwo-guide

A semantic-memory MCP server that stores text 'memories' with provenance and enables recall by meaning (vector search), keyword (FTS5), or structured filters.

image-reader-mcp

Enables listing image files in a directory and reading their content as base64 for display.

COBOL Bridge MCP

AI-assisted COBOL to modern stack bridge that parses COBOL programs, maps to Python/Java/Go, generates test harnesses, and plans migration for legacy mainframe modernization.

Vision MCP Server

A local MCP server that gives LLMs eyes for images by performing object detection (YOLOv8) and text recognition (EasyOCR), outputting descriptive statements about objects and text positions without any API key or cloud dependency.

Videogame Encyclopedia MCP Server

Provides comprehensive video game metadata and assets from Steam, SteamGridDB, and ScreenScraper, enabling game search, details, DLCs, reviews, player counts, and visual assets.

excel-mcp-server

Enables AI assistants to perform Excel file operations such as reading, writing, formatting, and chart creation through the Model Context Protocol.

chrome-cookies-mcp

An MCP server that reads decrypted cookies from a running Chrome instance via the Chrome DevTools Protocol, returning them in various formats.