发现优秀的 MCP 服务器

data-detroit

Provides access to Detroit open data via ArcGIS REST API, enabling querying and analysis of municipal datasets through natural language or direct tool calls.

Saiten MCP Server

Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.

jobkeepr-mcp

Enables AI assistants to read and manage a Jobkeepr field service business including jobs, customers, scheduling, estimates, invoices, and payments via MCP.

Naver Maps MCP Server

使用模型上下文协议 (MCP) 服务器实现 Naver 地图 API

Bench

USB hardware discovery, device identification, serial communication, and diagnostics for makers and hardware engineers.

Crypto Portfolio MCP Server

Provides read-only portfolio management and analytics across Binance, Coinbase, and Kraken exchanges. It enables users to track holdings, analyze risk, and monitor market intelligence through 18 specialized tools.

Slack MCP Server

Enables AI assistants to interact with Slack workspaces through natural language, supporting channel management, message operations, user profiles, reactions, and threaded conversations.

BudgetBakers Wallet MCP Server

Enables querying of BudgetBakers Wallet data including accounts, transactions, categories, and labels through natural language commands.

mcp-arcgis-tampa

Search and query City of Tampa open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, with tools to discover datasets and retrieve schemas.

Math MCP Server

A tool-augmented AI server that exposes basic math operations (add, subtract, multiply) via FastMCP and Server-Sent Events, allowing LLM agents to discover and use these mathematical tools.

Vercel MCP Server

Enables AI assistants to interact with Vercel API for managing projects, deployments, domains, and environment variables.

simple-server-mcp

A lightweight MCP server that enables AI agents to retrieve customer support ticket information from an in-memory datastore via SSE.

modular-mcp

Enables building and running MCP tools as modular Odoo-style addons with config-driven registration, and optionally exposes them via a FastAPI web layer and streamable HTTP transport.

mcp-server-template

Opinionated template for building read-only MCP servers with I/O timeouts, offline tests, compact text outputs, and least-privilege security guidance.

MCP Dev MCP

Enables LLM agents to programmatically inspect, debug, and test other MCP servers by wrapping the MCP Inspector CLI. Supports listing and calling tools, reading resources, and testing prompts on both local and remote MCP servers.

AI-Agent-Hub

AI Agent Hub is a pay-per-call API platform for AI agents Every call is billed automatically in USDC using the x402 protocol - there is no API key, no account, and no signup. Agents get instant access to data queries, file storage, and ad impressions, paying only for what they actually use. The same tools are also exposed natively over MCP, so any MCP-capable agent can discover and call them

xilinx-rag

An MCP server for AI-driven hybrid search over Xilinx/AMD FPGA documentation, enabling assistants to retrieve datasheets, user guides, and application notes through tools like search_docs.

relay-inspect

Provides AI coding agents real-time browser access to console logs, network requests, DOM elements, and screenshots via MCP, enabling tight edit-reload-verify feedback loops.

Sanbi ADK Agent MCP Server

Enables AI agents to run brand-visibility audits by querying multiple AI engines, generating competitive leaderboards, and identifying growth opportunities. Integrates with any MCP-capable client to measure and act on brand discoverability in AI recommendations.

ClinicalTrials.gov Intelligence MCP

Analyzes clinical trial site feasibility, enrollment velocity, eligibility criteria, and benchmark performance across ClinicalTrials.gov's registry via a structured MCP interface.

MCP Server Boilerplate

Production-ready MCP server starter templates in TypeScript and Python. Includes tool, resource, and prompt patterns with Claude Desktop integration configs.

codex-fusion-mcp

MCP server enabling Claude to consult Codex (GPT-5.x) mid-task for second opinions, plan/diff review, brainstorming, and codebase exploration via structured debates and permission-controlled interactions.

Figma Live Design QA MCP

Compares Figma frames to live pages, checking colors, fonts, and border radii, and generates a shareable HTML report.

daisyui-mcp-server

MCP server for daisyUI React components that enables AI coding assistants to search documentation, look up props, and retrieve code examples.

jw-mcp

Enables Claude to access JW.org public materials including Bible verses, Watchtower articles, meeting workbooks, video captions, and lesson books through natural language conversation.

LLM Router MCP

Route prompts intelligently across Claude, Gemini, and GPT-4o, automatically picking the best model for every task while minimizing token cost.

ScamVerify

AI-powered threat verification across 6 channels: phone numbers, URLs, text messages, emails, documents, and QR codes. Analyzes threats against 10M+ intelligence records from FTC, FCC, URLhaus, ThreatFox, and community reports, returning risk scores, verdicts, and detailed signals.

DJZS Trust MCP

Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproducible verdict_hash.

easybill-mcp

MCP server providing access to the easybill REST API for managing invoices, customers, articles, payments, projects, and time tracking, with read-only mode by default.

mise-en-place

Enables LLMs to retrieve verified macronutrient data (calories, protein, carbs, fat) for real ingredients and quantities from USDA FoodData Central, with structured caveats for uncertain matches.