发现优秀的 MCP 服务器

XTBApiServer

一个 MCP 服务器，它公开了 XTB 交易 API，允许用户通过模型上下文协议与他们的 XTB 交易账户进行交互，以执行诸如账户管理、市场数据检索和交易执行等操作。

Revit MCP Server

Enables AI clients to interact with Autodesk Revit for building design, editing, analysis, clash detection, MEP, interop, documentation, and model persistence via 48 tools.

Template-Nodejs-MCP-Server

A Node.js template for building stateful MCP servers with streamable HTTP transport, featuring modular tools and resources for easy extension and integration.

agentsim-mcp

MCP server that enables AI coding assistants to provision temporary US phone numbers and receive SMS OTPs for verification workflows.

MantisBT MCP Server

Enables interaction with MantisBT bug tracking systems through the REST API. Supports issue management, project access, user information, and note creation with type-safe operations.

CodeGraph

Supercharges AI coding agents with semantic code intelligence, providing pre-built knowledge graphs for surgical context, faster answers, and fewer tool calls.

reasonix-mcp

Bridges MCP clients to interactive Reasonix agents, letting you spawn, steer, poll, resume, and manage agents via tools and callbacks. Enables orchestrating long-running AI agents from any MCP host.

saas.tf MCP Server

Enables users to get free subdomains with automatic DNS provisioning directly through LLM-powered tools like Claude Code.

platform-mcp

A read-only MCP server that enables AI agents to act as GCP platform engineers, allowing them to investigate incidents, take inventory, and find cost-optimization opportunities in Google Cloud projects without mutating any infrastructure.

readonly-postgres-mcp

A read-only MCP server for PostgreSQL that serves multiple databases from one process, enforcing read-only access via PostgreSQL grants rather than SQL string matching, and supports both local stdio and remote HTTP transports.

mcp-outline

A Model Context Protocol server for interacting with Outline document management, supporting search, read, create, edit, archive documents, collections, comments, and backlinks.

mcp-server-subagent

An MCP server that allows a planning agent to delegate tasks to executor agents (e.g., Claude Code, Aider) with bi-directional communication and real-time log streaming.

Google Ads MCP Server

Enables natural language access to Google Ads campaigns, accounts, and performance metrics via Claude, with tools for managing ad groups, keywords, budgets, and visualizing data.

Zerodha Kite MCP Server

Implements a Model Context Protocol server that connects with Zerodha Kite API, allowing users to buy/sell stocks and retrieve holdings and positions information.

expense-tracker-mcp-server

Enables natural language expense tracking and management via Claude Desktop, supporting adding, listing, summarizing, updating, and deleting expenses with flexible date parsing and category filtering.

Angular DS MCP Server

An MCP server that brings the Phenom Angular Design System into Claude Code and Cursor, enabling AI-assisted development with real-time access to component metadata, APIs, and documentation.

MCP Terminal

Enables AI agents to launch, monitor, and manage long-running terminal processes with real-time log capture and search functionality. It features automatic log rotation and graceful process termination to ensure system stability.

review-md

Enables reviewing Markdown files in a browser with inline annotations, submitting or cancelling reviews, and returning structured feedback through the review_markdown MCP tool.

Developer Utility MCP

Provides developer utilities like UUID generation, hashing, JSON formatting, environment information, and reusable prompts via the Model Context Protocol.

mnemos

Persistent memory engine for AI coding agents. Single Go binary, zero runtime dependencies, MCP-native. Stores, searches, and deduplicates memories across sessions using embedded SQLite with hybrid FTS + semantic search, memory decay, relation graph, and token-budget context assembly.

Open Scenario Studio MCP Server

Manages and authoring of business rules in a scenario studio tool, enabling agents to read, update, link rules, and assign them to capabilities via MCP tools.

PolyAI Agent Studio MCP Server

Enables access to PolyAI Agent Studio Cursor rules via MCP tools for listing, retrieving, and searching rules, making them usable by any MCP-compatible client.

Data Workers

Open-source autonomous agent swarm of 15 MCP-native AI agents for data engineering — catalog, quality, incidents, schema evolution, governance, migration, observability, ML. 212+ tools, Apache 2.0. Works with Claude Code, Cursor, ChatGPT, and any MCP client.

simple-storybook-preview-mcp

Enables live preview of Storybook components inside the IDE as the AI edits them, using MCP Apps integration.

pydantic-mcp-demo

Serve a pydantic-ai toolset as an MCP server, enabling reuse of tools across agents and MCP surfaces.

SUMO-MCP-Server

Enables AI agents to interact with Eclipse SUMO traffic simulations, automating tasks from data acquisition to signal optimization.

mrt-fe-review-washer

A Korean-centric MCP server for storing code review results and managing tasks, integrating with LLMs like Claude for review generation.

reach-dispute-mcp

Provides read-only MCP tools to diagnose customer billing disputes by analyzing billing records, identifying contradictions, citing evidence, and scoring confidence to auto-resolve or escalate.

openparliament-ca

Provides access to Canadian parliamentary data including debates, bills, votes, politicians, and committees via the OpenParliament.ca civic-tech mirror.

AirNow MCP Server

A Model Context Protocol implementation that enables LLMs to access real-time, forecasted, and historical U.S. air quality data through the AirNow API.