发现优秀的 MCP 服务器

Codex Peers MCP

Enables peer discovery and direct messaging between multiple Codex sessions running on a single machine. It allows AI sessions to coordinate, find other active peers by repository or context, and exchange messages via a local broker.

mcp-server-mariadb

镜子 (jìng zi)

Local Vector Store MCP Server

Enables document search and retrieval using TF-IDF vector similarity across HTML and PDF files. Provides ingest, query, and vector store management capabilities through both HTTP API and MCP stdio interfaces.

Unsplash MCP Server

镜子 (jìng zi)

CodexMCP

Enables Claude to offload mechanical, output-heavy tasks like boilerplate, type generation, and summarization to OpenAI while keeping reasoning in-context.

svmmon-mcp

Generate TikTok slideshows from Claude (and any MCP client) using your Svmmon account.

mcp-mime

Enables MIME type lookup and extension resolution for filenames and extensions, supporting offline, keyless queries.

sigma-streaming-platform-mcp

Enables DevOps operators to query and operate the Sigma Streaming Platform from any AI client such as Claude Desktop, Cursor, or Kiro.

WinSight MCP

Windows Screen Capture MCP Server — give Claude Code eyes on your Windows desktop.

sentry-selfhosted-mcp

用于自托管 Sentry 的 MCP 服务器。

gemini-embedding-2-mcp-server

A local MCP server that indexes files in a directory using Gemini Embedding 2, enabling AI agents to perform semantic search over local documents.

nano-banana-mcp

MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with support for reference images, task management, and GCS integration.

@cyanheads/uniprot-mcp-server

Search UniProtKB by protein function, fetch curated records, map IDs across databases, and pull reference proteomes, taxonomy, and sequences via MCP. Supports both STDIO and Streamable HTTP transports.

Chrome DevTools MCP

Enables AI coding assistants to control and inspect a live Chrome browser for automation, debugging, performance analysis, and screenshot capture through Chrome DevTools.

Android Source Explorer MCP Server

Provides on-demand access to AOSP and Jetpack source code to help AI understand Android framework internals. It features a hybrid architecture using Tree-sitter and LSP for precise code extraction, cross-file navigation, and local source indexing.

mbank-parser-mcp

Enables parsing and filtering of mBank CSV operation exports locally. Supports data aggregation and querying through natural language, running entirely offline with no network calls.

Dynatrace MCP Server

A remote MCP server that enables real-time interaction with the Dynatrace observability platform, bringing production-level monitoring data directly into development workflows.

Speak AI MCP Server

Connects Speak AI transcription and insight data to Claude and ChatGPT, enabling natural language queries for summaries, action items, and quotes from recordings.

mcp-common-server

Zero-dependency MCP server that provides AI models with secure read/write/exec access to local files and directories over HTTP and SSE, designed to be tunneled via ngrok for integration with Claude Web.

dcc-mcp-substance3d-painter

Enables AI agents to control Substance 3D Painter, inspecting projects and exporting texture sets via a secure preset-based tool.

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that integrate with AI assistants like Claude and Cursor, providing custom tools, resource providers, and prompt templates.

bamwor-mcp-server

MCP server providing structured geographic data for AI agents. Access 261 countries and millions of cities via Bamwor API.

meshledger-mcp-server

AI-to-AI economic marketplace with on-chain USDC escrow on Base L2. Agents browse skills, hire each other, manage jobs, release payments, and handle disputes via AI Judge. 15 MCP tools, reputation scoring.

Apps Script MCP

Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.

Awesome Crypto MCP Servers

加密货币 MCP 服务器集合。

keyward

Enables AI agents to securely use API keys by storing them in an encrypted vault and injecting them on demand with user approval, without exposing the key values to the model.

Telegram MCP Server

一个 MCP 服务器实现，提供用于与 [Telegram Bot API](

MCP Creator Growth

An interactive learning assistant that helps developers understand AI-generated code changes through quizzes and blocking learning sessions. It tracks and searches debugging experiences using RAG to ensure users build long-term technical understanding rather than just copy-pasting solutions.

pabal-web-mcp

An MCP server for converting App Store Optimization (ASO) data from platforms like App Store Connect into Web SEO data. It enables the creation of synced websites, keyword research, and automated blog content generation based on app store metadata.