发现优秀的 MCP 服务器

MCP-SERVER

A TypeScript + Express skeleton for MCP services, currently only providing a health check endpoint, with planned MySQL metadata and Alibaba Cloud log MCP services.

Karpathy Guidelines MCP Server

Provides code review and guideline loading based on Andrej Karpathy's coding principles, helping LLMs avoid common pitfalls like over-engineering and unnecessary changes.

Gmail MCP Server

Enables AI assistants to interact with Gmail accounts for searching, reading, sending, and managing emails through secure OAuth2 authentication. It provides comprehensive tools for message operations, conversation threads, and account statistics using the FastMCP framework.

VAST MCP Server

Enables LLMs to manage VAST Data storage infrastructure, including views, quotas, snapshots, and network configurations, through natural language commands.

local-llm-delegator

MCP server that enables delegation of small coding implementations to a cheaper language model with propose_patch and apply_patch tools, while the primary agent retains architecture, review, and approval.

Finance MCP Server

A Model Context Protocol server that retrieves real-time financial and company data using the financialdatasets API. It provides a standardized interface for integrating financial data into agentic frameworks like Agno and Smol Agent.

mcp-memory-server

A persistent semantic memory layer for AI coding agents, enabling storage and retrieval of text with vector embeddings via MCP tools.

Planner MCP

A remote Model Context Protocol server that enables Claude to read, create, assign, and close Microsoft Planner tasks for a small team, using Microsoft Graph with app-only authentication.

visual-review-workbench

Enables visual review of frontend UI variants by providing an MCP tool that opens, refreshes, verifies, captures, and closes review surfaces.

teams-mcp-server

Enables AI assistants to manage Microsoft Teams through the Graph API, including sending messages, managing chats, creating teams, and searching communications.

Stock MCP Server

Provides real-time A-share stock quotes and historical K-line data via public APIs from Sina/Tencent, deployable on Cloudflare Workers.

MCP-Artisan

A secure MCP server with a workspace sandbox for AI agents to manage prompts, save HTML, and render HTML to images.

slack-indexed

An MCP server for semantic search and retrieval of indexed Slack messages stored in Qdrant using Cohere reranking via AWS Bedrock. It enables users to search through Slack history, retrieve full message threads, and access channel or user statistics through natural language.

webnav

webnav is an MCP server that gives web-browsing AI agents a reusable, deterministic site map, so they stop re-exploring sites every run. It enables page-to-page navigation with zero LLM overhead, pausing only at genuine decision points.

Revit MCP Server

MCP server for Autodesk Revit 2024/2025/2026/2027 via pyRevit — 48 tools for building design, editing, analysis, clash detection, MEP, interop, documentation, and model persistence.

Salesforce MCP Server

Exposes Salesforce as tools for MCP clients, allowing AI to run SOQL queries, describe objects, create contacts, and check org limits directly from natural language, with least-privilege guardrails.

Chrome Verified Access API MCP Server

This MCP server enables interaction with Google's Verified Access API, allowing users to verify the security posture of Chrome OS and Chrome Browser devices through natural language commands.

Nano Banana MCP Server (CLIProxyAPI Edition)

Provides AI-powered image generation through Google's Gemini models (Flash and Pro) with intelligent model selection, aspect ratio control, and support for both direct Gemini API and CLIProxyAPI proxy routing.

jobwise

Enables AI agents to search, score, and track job applications from ATS boards via MCP, with explainable matching and an append-only application history.

Agent Construct

一个 MCP 服务器实现，它标准化了 AI 应用程序访问工具和上下文的方式，提供一个中央枢纽，通过简化的配置系统来管理工具发现、执行和上下文管理。

Monarch Money MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to interact with your Monarch Money personal finance data. Manage accounts, transactions, budgets, and analyze your finances programmatically.

Crefisa MCP

Conecta sua conta Crefisa a assistentes de IA via Open Finance Brasil, permitindo consultas em linguagem natural sobre saldos, extratos, faturas e investimentos, apenas leitura.

Auto-Browser

Human-in-the-loop automation framework. Log them in, watch them run.

paper-format-agent

A local DOCX formatter for theses and papers that also provides an optional MCP server with tools for formatting, extracting rules, and scoring papers.

mcp-crew-risk

Performs comprehensive crawler compliance risk assessment for webpages, evaluating legal, ethical, and technical risks including robots.txt rules, anti-crawling mechanisms, sensitive data detection, and providing crawl permissibility ratings.

Flowtion Intelligence MCP Server

An MCP server that monitors 12 Australian SMB intelligence sources to analyze market signals and provide structured data for content strategy agents. It enables users to track regulatory changes, AI trends, and business data through automated signal grading and Slack integration.

Barker Stablecoin Yield

Real-time stablecoin yield index across DeFi protocols and CEX earn programs, with an AI yield advisor, risk signals and non-custodial deposit/redeem quotes for AI agents. Ships agent skills and a self-host stdio wrapper alongside the hosted remote MCP with x402 pay-per-call.

Airlock

Enables LLM agents to safely search and fetch content from a single configured domain, preventing data exfiltration through deterministic enforcement.

Knowledge Base MCP Server

Provides semantic search over a self-building personal technical knowledge base that automatically collects and distills content from GitHub Trending, AI news, and arXiv.

ghcli-mcp-connector

ghcli-mcp-connector is an MCP server that lets agents run any GitHub CLI (gh) command—repos, issues, PRs, releases, workflows, gists, and more—as a single static Go binary with a read-only-by-default safety gate on state-changing operations.