发现优秀的 MCP 服务器

nacre

Provides a self-hosted knowledge index with document-level permissions, enabling AI agents to retrieve exactly the documents they are authorized to see via MCP. Supports OAuth 2.1, custom embedding models, and runs inside your network.

MCP Salesforce Reader

A read-only MCP server for querying Salesforce metadata and object schemas across multiple orgs. Enables AI agents to understand Salesforce org structures securely with production confirmation.

Toolcall MCP

Provides 30 pay-per-call APIs (compliance, trade, safety, web, data) for AI agents via MCP with automatic USDC payment on Base.

masscode-mcp

MCP server for massCode that lets AI assistants list, read, create, and update snippets, folders, and tags via the local massCode API.

calcnate-api

Calculates end-of-service gratuity/severance for multiple countries (AE, SA, QA, etc.) via a stateless JSON API and MCP tool.

Memory Crystal MCP Server

Enables AI agents to maintain persistent memory across sessions by capturing conversations, extracting durable knowledge, and injecting relevant context, supporting various MCP-compatible platforms.

swarmmesh

Multi-agent context sharing, memory, and status coordination via 10 MCP tools.

ADB MCP Server

MCP server for controlling Android, Fire TV, and Android TV devices through ADB, enabling device management, app operations, screenshots, UI dumps, and OBS recording.

MCP Emotional Support

Provides a therapeutic interface for LLMs to receive emotional validation and positive reinforcement when encountering challenges or limitations. It features multiple personas like mentors and therapists to offer cognitive reframing and personalized support through a dedicated tool.

Nexlayer MCP

Agentic cloud platform with 45+ MCP tools. Deploy any containerized stack, debug live pods (shell, file editing, DB queries), manage custom domains & TLS, push to built-in container registry, scale pods, and manage GPU workloads. The infrastructure layer where AI agents ship software to production.

Fantasy Football MCP Server

AI-powered Yahoo Fantasy Football assistant for lineup optimization, draft strategy, and league management with player enhancement and multi-league support.

img-gen

Provides tools for generating optimized images via Google's Gemini model and fetching weather forecasts and alerts from the National Weather Service. It enables users to create visual content and retrieve environmental data seamlessly within MCP-compatible clients.

SEFAZ MS: IPVA

Consulta IPVA do Mato Grosso do Sul em fonte oficial, via servidor MCP hospedado com pagamento por uso (pré-pago) e integração com clientes como Claude, ChatGPT e Cursor.

Voice Call MCP Server

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够使用 Twilio 和 OpenAI 的语音模型发起和管理实时语音通话。

Seedance Polza MCP Server

Generates videos using bytedance/seedance-2 models on Polza.ai, supporting text-to-video and image-to-video with polling for completion.

mcp-listen

Give your AI agents the ability to listen. Microphone capture and speech-to-text tools for MCP-compatible agents.

XentFi MCP Server

Enables AI agents to interact with the XentFi API for Bitcoin and stablecoin payment operations, including deposit addresses, transfers, signing, and AML screening. Supports read-only mode to prevent irreversible on-chain actions.

screengrab-tool-mcp

Lets an LLM see what's on your screen by capturing an entire monitor or a specific application window.

WXO Builder MCP Server

MCP server for IBM Watson Orchestrate (WXO). Manage tools, agents, connections, flows, and execute tools from Cursor, VS Code Copilot, Claude Desktop, Antigravity, Windsurf, or the WxO Builder extension.

MCP Test Ario

Enables scraping Tokopedia products and performing calculations via an MCP server, with self-hosted or public hosted configuration.

mcp-github-issues

Enables LLMs to list, create, and comment on GitHub issues using your own GitHub identity via stdio transport.

io.github.DiegoBr4nd/godot-gut-mcp

Enables AI assistants to run Godot unit tests using GUT and read results in a structured format

openapi-mcp-server

Dynamically exposes any REST API as MCP tools by parsing its OpenAPI specification.

Context Overflow

An MCP server serving a curated corpus of thinking techniques for AI agents, with tools to classify intents, find and apply techniques, and verify their effectiveness.

salutespeech-mcp

Provides speech recognition (STT) and synthesis (TTS) tools via the Sber SaluteSpeech API, enabling audio transcription and voice generation through natural language.

sentvia-mcp

MCP server for SentVia that provides email infrastructure for AI agents, enabling them to create inboxes, send, reply, forward, search messages, manage drafts, domains, webhooks, and allow/block rules through 21 tools.

merchant-catalog-mcp

A demonstration MCP server that exposes a mock merchant catalog with tools for product search, availability checking, and order placement, along with a catalog resource and gift-finder prompt.

Malaysia Prayer Time for Claude Desktop

马来西亚祈祷时间数据的模型上下文协议 (MCP) 服务器

GitHits MCP Server

Enables AI coding agents to search and access open-source code, documentation, and package information via a local MCP server.

wraft-mcp

MCP server for Wraft that lets AI agents discover and run curated document-lifecycle tools over Wraft's REST API, including content types, templates, document creation/update, PDF builds, and approval flows via stdio or hosted HTTP.