发现优秀的 MCP 服务器

live-chemdraw-mcp

Connects AI assistants to a live ChemDraw window on Windows via COM automation, enabling drawing, editing, and organizing chemical structures directly in the open document. Supports structure insert/export, scope tables, shorthand groups, figure layout, chemistry QC, publication tools, annotations, polymer brackets, and TLC plates.

Awesome DevOps MCP Servers

在 DevOps 领域中的 MCPServers。

mcp-gtv

MCP server for controlling Google TV devices via natural language. Enables key presses, text input, and app launching on paired devices.

GitHub Enterprise MCP Server

通过 GitHub API 实现与 GitHub 仓库的交互，允许通过自然语言命令进行文件操作、仓库管理、问题跟踪和代码搜索。

MySQL MCP Server

镜子 (jìng zi)

NitroStack Hackathon Starter

A verified, event-ready MCP server template for building TypeScript servers with the NitroStack SDK, including a calculator module as a working reference.

TikTok Complete MCP Server

Enables AI assistants to download TikTok videos without watermarks, analyze creator metrics and audience insights, track trending content and hashtags, and search videos, users, and sounds through RapidAPI integration.

pepita MCP server

Lets a local Claude read and edit pepita sites, publish them, and manage shareable preview links.

AI SDK 5 Migration MCP Server

Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checklist and searching the official migration guide for code and data changes.

portfolio-analytics-mcp

MCP server providing portfolio analytics tools: beta to a benchmark, sector correlation, and FIFO trade matching with realized/unrealized P&L using Yahoo Finance prices.

metaflow-mcp-server

Enables coding agents to interact with Metaflow workflows, including querying flows, runs, tasks, logs, and artifacts across any Metaflow backend.

fmp-mcp

Enables AI agents to analyze stocks, screen markets, compare peers, read earnings calls, and track sector rotations using live financial data from Financial Modeling Prep.

B2B Buyer-Signal MCP

Interprets B2B buyer signals (hiring, funding, tech changes) into structured outreach implications for AI sales agents, bridging the gap between raw signal data and actionable intent.

Apiosk MCP Server

Discover, pay for, execute, and publish monetized APIs directly from your agent, settled per call in USDC over x402, through the Model Context Protocol.

tableau-audit-mcp

Audits local Tableau workbooks for unused assets, near-duplicate sheets, and dashboard weight, producing actionable cleanup reports.

totem

Totem provides Claude with full read and write access to wearable device data, starting with Whoop, through its private iOS API.

agent-walkie-talkie

Enables autonomous agent-to-agent communication between Claude Code instances using Redis Streams, with Discord and web UI for monitoring and intervention.

GitHub Flow MCP

A policy-aware MCP server for GitHub and GitHub Actions that enables safe AI-assisted infrastructure workflows—inspecting repositories, preparing branches and pull requests, and constrained remote mutations behind explicit preview-bound approval tokens.

Expense Tracker MCP Server

Parses PDF receipts to extract grocery and shopping expenses, automatically categorizes items using smart rules and LLM fallback, and stores them in a local SQLite database for querying purchase history and spending patterns.

Trace MCP

Detects schema mismatches between data producers and consumers through static analysis, supporting extraction, comparison, code generation, and automated validation with watch mode for MCP tools, APIs, and service contracts.

mcp-google-docs

使用 MCP (Metoro 控制协议) 操作 Google 表格和 Google 云端硬盘的工具。

MCP Keyword Search Server

Enables searching for keywords in files with support for case-sensitive/insensitive matching, returning line numbers, full line content, and match counts for all occurrences.

article-mcp

Enables multi-source literature search, full-text retrieval, reference analysis, and journal quality assessment across Europe PMC, PubMed, arXiv, CrossRef, OpenAlex, and EasyScholar via the MCP protocol.

agentic-task-system

About Your task manager is the best agent memory you're not using. An agent-native context layer over your existing task app.

myteam-mcp

MCP server for the HR platform 'МояКоманда' that enables AI assistants to access and interact with HR data like employees, teams, calendar, absences, requests, knowledge base, surveys, and more via its REST API.

Platfone MCP - Receive SMS & Virtual Numbers

Virtual phone number platform for AI agents — rent numbers across 200+ countries, receive SMS, and manage the full activation lifecycle.

ctxd

A context firewall MCP server for AI coding agents that selects minimal useful context, provides persistent project memory, and manages sessions and handoffs.

Astro Docs MCP Server

一个 MCP 服务器，为 AI 助手提供访问 Astro 文档的权限，使其能够在帮助用户处理与 Astro 相关的任务时搜索和参考 Astro 文档。

MCP Server Test

测试服务器仓库 (Cèshì fúwùqì cāngkù)

mcp-memory-server

Persistent agent memory MCP server using Markdown files and SQLite FTS5 for saving and recalling memories via tools like memory_save and memory_recall.