发现优秀的 MCP 服务器

kb-gateway

HTTP MCP gateway for a learning corpus that enables remote agents to perform semantic search, graph queries, and routing via Pinecone and Neo4j without direct database credentials.

EMS MCP Server

Provides LLM access to the Event Monitoring System (EMS) API for comprehensive flight data analytics and monitoring. It enables users to query flight records, retrieve time-series analytics, and explore aircraft assets or database hierarchies.

Skill Loader MCP Server

Enables discovering, fetching, validating, and converting Claude skills from the skills.sh marketplace and GitHub repositories.

Broker Buddy MCP Server

FastMCP server exposing brokerage and market tools (Angel One, Coinbase, News) via the Model Context Protocol, enabling portfolio queries and trade execution through natural language.

Raindrop.io MCP Server

Enables AI agents to access and manage Raindrop.io bookmarks, collections, tags, and highlights through the Model Context Protocol. Supports CRUD operations, advanced search, file uploads, and bulk editing of bookmarks.

ERDDAP MCP Server

Access oceanographic and environmental data from 63+ ERDDAP servers worldwide through natural language queries. Search datasets, retrieve metadata, and download scientific data for climate research, marine biology, and coastal management.

Modular RAG MCP Server

A pluggable, observable modular RAG framework exposing tools via MCP protocol for AI assistants like Copilot/Claude to query knowledge bases, list collections, and retrieve document summaries.

Gravalist-MCP

Enables querying high-end gravel routes with micro-elevation maps, weather pacing, and MCP integration for AI agents to scout route gaps and identify locked gates.

bhagavad-gita

Enables access to the Bhagavad Gita, a Hindu scripture, through natural language queries and integration with the Pipeworx MCP gateway.

Salesforce MCP Server

A TypeScript implementation of a Model Context Protocol server that enables LLMs to interact with Salesforce data through SOQL queries, SOSL searches, and CRUD operations.

mcp-personal

A personal MCP server built with Python FastMCP, offering tools for paper retrieval, dataset analysis, project scaffolding, and directory utilities, with stdio and HTTP transport plus optional bearer token authentication.

SmartThingsMCP

Enables comprehensive interaction with SmartThings devices, locations, scenes, and automation rules through the SmartThings API. It features intelligent two-level caching and supports multiple transport options including HTTP, SSE, and STDIO.

Digital Oracle MCP Server

Provides 14 financial market price data tools, including Polymarket events, Yahoo Finance history, crypto prices, and more.

Relay

Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling them to pause and request user feedback before executing actions.

Soroban MCP Server

Enables AI agents to build, test, deploy, invoke, and inspect Soroban smart contracts on the Stellar network through structured MCP tools and resources.

Telegram MCP Server

Enables Claude Code to send messages to and receive instructions from Telegram, with task tracking and persistent storage.

Databricks MCP Server

Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing schema references for gold and silver data layers. It allows agents to perform data discovery and execute SQL queries directly against Databricks environments.

Derive MCP Server

Provides market data from Derive.xyz, allowing users to query currencies, instruments, tickers, and historical price information. This server enables access to real-time and historical financial data through the Derive public REST API with no authentication required.

provably-fair-mcp

MCP server for provably-fair random selection using public drand randomness, enabling verifiable winner picks for giveaways, raffles, and tie-breaks.

MiniCab MCP

A Model Context Protocol server for a cab dispatch system that enables users to search available cabs, get fare estimates, book rides, and cancel bookings in supported cities.

AntBot MCP Server

Enables integration with AntBot, an AI-based RPA platform, allowing users to list, inspect, and execute automation projects with parameter support, while preventing duplicate executions and providing execution log access.

agent-utils-mcp

Provides six general-purpose utilities (geocoding, reverse geocoding, weather, web search, URL-to-Markdown, secure random) as paid MCP tools, with each call costing $0.01 USDC on Base mainnet.

zipline-supply-chain

Enables natural-language supply-chain analysis over synthetic datasets through governed SQL/Python tools, providing supplier scorecards, forecast accuracy, risk detection, landed-cost comparisons, capacity planning, and quality trend insights without the LLM performing quantitative calculations.

Customer Health Intelligence MCP Server

Provides deterministic mock customer health, product usage, and recommended playbook data via three MCP tools for a Customer Success Orchestrator demo.

bun-mcp-server

A lightweight HTTP-based MCP server built with Bun, enabling tool discovery and execution via JSON-RPC 2.0 over HTTP.

Nano Banana MCP Server

Enables image generation, editing, and analysis using Google's Gemini 2.5 Flash and Gemini 3 Pro models, with support for batch processing, style templates, and high-resolution output.

hivelaw

MCP server for AI compliance auditing. Scores agent outputs for hallucination liability under the EU AI Act, issues verifiable compliance stamps, and tracks audit history by agent.

entra-scim-mcp

Enables AI agents to manage Microsoft Entra users and groups via the SCIM 2.0 Provisioning API, including provisioning, deprovisioning, group membership, custom security attributes, and lifecycle operations.

comptaskill-mcp

Enables searching, installing, and proposing Claude skills from the Comptaskill catalogue directly within Claude Chat, with tools for skill discovery and installation.

mcp-mail-server

Enables natural language email operations (send, search, read, manage) via IMAP/SMTP, with support for attachments, multiple mailboxes, and secure configuration.