发现优秀的 MCP 服务器

Django DRF MCP Server

Enables natural language interaction with Django REST Framework APIs by auto-discovering ViewSets and providing CRUD tools, requiring minimal setup.

codeweb

An MCP server that maps code symbol relationships and provides tools for impact analysis, caller lookup, and duplicate detection to help coding agents understand codebases efficiently.

Walrus MCP Server

Enables AI assistants to store and retrieve data using the Walrus decentralized storage network. Supports blob storage operations, retrieval by ID, and blockchain-verified availability through the Sui network.

cloud71 MCP connector

Enables AI assistants to deploy generated files (HTML, PDF, images, etc.) directly to cloud71 hosting, returning a public URL, and manage cloud71 sites via natural language.

TeacherAssist-MCP

AI-powered Teacher Assistance MCP Server for managing student records with PostgreSQL, enabling create and read operations via MCP tools.

tradingcli

Local paper-trading and market simulation MCP server for multi-account portfolios, advanced orders, options/futures, backtesting, alerts, and automation.

guerrillamail-mcp

MCP server for the Guerrilla Mail temporary/disposable email API. Spin up throwaway inboxes, poll for mail, and read messages from any MCP client.

Engram Context Continuum

Universal AI session memory substrate providing persistent context across sessions, with MCP tools for recall, search, recent events, and knowledge graph queries.

Unblu MCP Server

Provides AI assistants with token-efficient access to 300+ Unblu API endpoints through progressive disclosure, enabling interaction with Unblu deployments including conversation management, user operations, and configuration through natural language.

MCP Dataverse

The most complete MCP server for Microsoft Dataverse.

enrich-mcp

Domain -> company intelligence for AI agents. Look up company name, country, contacts, and social profiles from any MCP-compatible client.

excalidraw-ai

Enables AI agents to read, watch, and edit live Excalidraw rooms by joining as a socket bot over a self-hosted relay, bypassing browser automation.

AirTrail MCP Server

Enables AI assistants to manage a self-hosted AirTrail flight tracking instance, providing natural language access to flight data, travel history, and statistics.

amazon-fresh-server MCP Server

亚马逊生鲜 MCP 服务器 (Yàmǎxùn shēngxiān MCP fúwùqì)

Shopify MCP

Read-only Shopify Admin API MCP server for business reporting, exposing tools like get_shop_summary, list_recent_orders, and search_products.

jyotish_mcp

Vedic astrology MCP server that computes birth charts, dashas, transits, and ashtakavarga using Swiss ephemerides, enabling Claude to provide astrological interpretations.

Calculadora MCP

Provides a basic calculator tool for arithmetic operations (addition, subtraction, multiplication, division) with division-by-zero handling, and a temperature conversion tool between Celsius and Fahrenheit.

google-workspace

Enables interaction with Google Workspace (Drive, Docs, Sheets, Gmail) via MCP tools, using OAuth credentials stored locally or inline.

shutil-mcp

Provides asynchronous file system operations (ls, cp, mv, etc.) with structured JSON output and optional jail restriction for AI agents.

vHal MCP Server

Enables Android Automotive developers to explore and implement Vehicle Hardware Abstraction Layer (vHAL) properties with intelligent tools for property analysis, source code lookup, implementation guidance, and automated code generation for automotive systems like climate control and seat management.

ECZ-ID MCP Verifier

A local-first tool to check public ECZ-ID Resolver posture, classify targets, and report deterministic results with routing.

DevNarrate

MCP server for developer workflow automation — smart commits, secret scanning, PR descriptions, and more.

MCP Yahoo Finance

A Model Context Protocol server that provides tools for interacting with Yahoo Finance, allowing users to retrieve stock prices, company information, and perform financial data comparisons.

specgate

specgate is an MCP server that verifies UI design fidelity by comparing a live DOM against Figma specs, reporting specific CSS property deltas so agents know exactly what to fix. It also freezes measurement results into lock files for fast offline regression detection.

BountyProof MCP

An MCP server for authorized bug bounty work that enforces an evidence-driven workflow with session management, preflight checks, surface discovery, and verified scanning.

Cartena MCP Server

Enables AI clients like Claude to interact with Cartena tools via MCP, supporting remote OAuth or local stdio authentication.

Substrate MCP Server

Substrate MCP Server

Ops MCP Server

Enables management of operations tasks through Gmail integration. Provides tools to fetch ops reports including HotSchedules 911 items and Brinker deadlines, and mark tasks as complete.

GitHub PR Issue Analyser

A MCP server that bridges LLMs with GitHub repository management, enabling automated analysis of pull requests, issue management, tag creation, and release management through natural language.

fabler-x402-tools

Enables MCP clients to use paid tools for secret scanning, agent-config auditing, and OG image rendering, with payments handled over the x402 protocol on Base.