Discover Awesome MCP Servers

Unerr

unerr is operational memory—a local runtime behind your agent's MCP enforcing shared code graphs, session memory & guardrails. No silent breakages. No context rot.

Screenshot Server

通过一个简单的 MCP 工具界面，使用 Puppeteer 捕获网页和本地 HTML 文件的屏幕截图，并提供可配置的尺寸和输出路径选项。

bio-mcp-evo2

An MCP server that enables AI assistants to generate, score, and analyze DNA sequences using the evo2 genomic foundation model. It supports multiple execution modes including local GPU, SLURM clusters, and the Nvidia NIM cloud API for tasks like variant effect prediction and sequence embedding.

MCP Text Editor Server

A Model Context Protocol (MCP) server that provides line-oriented text file editing capabilities through a standardized API. Optimized for LLM tools with efficient partial file access to minimize token usage.

SuperCollider MCP Server

Enables execution of SuperCollider synth code through the Model Context Protocol using supercolliderjs, allowing AI assistants to generate and run audio synthesis programs.

Filesystem MCP Server with .mcpignore

Enables secure filesystem access with privacy controls using .mcpignore files to block MCP clients from reading or writing sensitive files and directories while allowing directory browsing and search.

Yelp Fusion AI MCP Server

Enables conversational interactions with Yelp's business data through an MCP server, allowing natural language queries about local businesses, multi-turn conversations, and direct business inquiries powered by Yelp Fusion AI.

Splunk MCP Server

Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud instances through standardized MCP interface. Supports executing SPL queries, managing indexes and saved searches, listing applications, and retrieving server information with flexible authentication options.

Cocktail

Enables natural language search for cocktail recipes and ingredient information through TheCocktailDB API. Supports searching by cocktail name, ingredient, category, or alcohol content to discover recipes and recommendations.

RemoteZip MCP Server

Enables accessing and extracting files from remote zip archives over HTTP, HTTPS, and FTP without downloading the entire archive. Supports listing files, extracting individual files, and getting file information using partial reading techniques.

Tages

Enables AI coding agents to maintain persistent, cross-session memory of codebase architecture, naming conventions, and decisions through MCP tools. Eliminates repetitive project re-explanation by automatically injecting stored context into every session with local-first SQLite storage and optional team sharing capabilities.

mcp-tekna

Enables searching and retrieving Tekna events, news, and member benefits.

mcp-openligadb

Enables querying community-run, keyless football/soccer match data from OpenLigaDB through natural language or direct tool calls.

Pandoc Document Conversion

Enables document format conversion between various formats (Markdown, HTML, PDF, DOCX, LaTeX, EPUB, and more) using Pandoc, preserving formatting and structure while supporting both direct content transformation and file-based conversions.

Backlink SEO

Classic SEO suites charge heavily for link indexes. This MCP gives individuals and agencies a free, automatable path to: surface pages that mention a brand (linked or not), narrow guest-post and resource-page angles, see who links to competitors, verify whether a page links to you, and pull contact signals for outreach—all orchestrated by Claude or Cursor through typed tools instead of brittle cop

DMCP

An MCP server that enables AI agents to act as dynamic dungeon masters for text-based RPGs with dynamically generated rule systems and comprehensive game state management.

Gmail MCP Server

Enables AI assistants to manage Gmail by reading unread emails with automatic classification, creating AI-generated draft replies, and saving drafts directly to Gmail through the Gmail API.

monday MCP Server

monday MCP Server

MCP Server for Home Assistant (HTTP Transport)

A Home Assistant Custom Component that provides an MCP server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance.

MCP Secrets

A secure secrets management server that enables LLMs to execute CLI commands using injected credentials while protecting sensitive data through output redaction and user-approved session permissions. It features an encrypted vault, secret capture from command outputs, and a macOS menu bar app for native notifications and dialogs.

Synapse

Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep structural insights including inheritance, interface implementations, and call chains. It enables AI assistants to query code architecture and navigate symbol relationships using an LSP-powered MCP server.

nativeMCP

这是一个由 C++ 编写的 MCP 系统，包括 MCP 核心架构的 host、client 和 server。 (Zhè shì yī gè yóu C++ biānxiě de MCP xìtǒng, bāokuò MCP héxīn jiàgòu de host, client hé server.)

ArchiMate MCP Server

Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterprise architecture diagrams through natural language. Supports all 55+ element types across 7 architectural layers with Mermaid diagram generation and XML export capabilities.

MATLAB MCP Tool

Enables interactive MATLAB development by allowing users to execute scripts and specific code sections, manage workspace variables, and capture generated plots. It integrates with the MATLAB Python Engine to provide persistent execution context for MCP-compatible clients.

MCP SSE Server

一个使用服务器发送事件 (SSE) 进行实时通信的模型上下文协议 (MCP) 服务器的实现，提供用于计算和动态资源模板的工具。 **Explanation of the terms:** * **Model Context Protocol (MCP):** 模型上下文协议 (MCP) - This is left as is, as it's a specific protocol and likely best understood in English or with the acronym. * **Server-Sent Events (SSE):** 服务器发送事件 (SSE) * **Real-time communication:** 实时通信 * **Calculations:** 计算 * **Dynamic resource templates:** 动态资源模板

0G MCP Server

Enables interaction with 0G.AI decentralized infrastructure including documentation access, storage operations (file upload/download, key-value store), and AI service discovery on the 0G Compute Network with TEE verification and pricing information.

MCP Play Sound Server

Provides audio playback functionality for AI agents, allowing them to play notification sounds when coding tasks are completed.

SensorMCP Server

An MCP server that enables automated dataset creation and custom object detection model training through natural language interactions. It integrates foundation models like GroundedSAM for auto-labeling and supports training specialized YOLOv8 models using local or Unsplash images.

MCP Python SDK Documentation

好的，请提供您想让我翻译的 Read the Docs 文档内容，关于 MIT 去中心化 AI，MCP 黑客马拉松。 我会尽力将其翻译成准确且自然的中文。

MongoDB MCP Server for LLMs

一个模型上下文协议（MCP）服务器，使大型语言模型（LLM）能够直接与 MongoDB 数据库交互，允许它们通过自然语言无缝地查询集合、检查模式和管理数据。