发现优秀的 MCP 服务器

IBAMA: Certificado de Regularidade

Enables querying IBAMA Certificado de Regularidade (environmental compliance certificate) from official sources through a read-only MCP tool. Works with any MCP client over HTTP.

aetre

Adaptive Epistemic Triage & Recall Engine (AETRE) — Bayesian Value-of-Information (VOI) and queueing operations engine for academic peer review, grant study sections, and venture capital dealflow.

keel

Enables authorized pentest and bug bounty workflows from any MCP client, with scoped recon, per-host rate limits, and scanner output turned into deduplicated, triaged finding cards.

Erick Wendel Contributions MCP

一个模型上下文协议服务器，它使 AI 代理能够使用自然语言查询 Erick Wendel 在不同平台上发布的演讲、博客文章和视频。

Global MCP Stock Server

通过模型上下文协议（MCP）服务器为 AI 助手提供对全球股票市场数据的实时访问，包括当前价格、历史图表和公司财务信息。

ServiceNow-MCP

Enables natural language control of ServiceNow from AI clients like Claude and Cursor. Provides 400+ tools for incidents, changes, CMDB, and scripts via MCP protocol.

manim-web

MCP server for creating math animations with manim, enabling AI-driven real-time interactive creation and browser preview.

MCP Knowledge Service

Provides hybrid retrieval (dense + BM25 + RRF) with collection-based isolation and document ingestion for private knowledge access via MCP.

RuleGraph

Rule-based arbitration for conflicting AI tool suggestions — resolves disagreements between tools using a structured rule graph.

image-mcp

An MCP server for image generation across Google, OpenAI, and Reve providers with budget control, cost reporting, and URL-based output instead of base64.

MCP Server Box

一个 Python 服务器，通过 Box API 实现与 Box 文件和文件夹的交互，允许诸如文件搜索、文本提取以及基于 AI 的查询和数据提取等操作。

Google Jobs MCP Server

一个模型上下文协议服务器，通过 SerpAPI 集成提供 Google Jobs 搜索功能，具有多语言支持、灵活的搜索参数和丰富的职位详情。

Ghost CMS MCP

Unofficial MCP server for Ghost CMS that enables managing posts, pages, tags, and images through any MCP-compatible client.

Sage MCP

An academic research server that provides LLMs with full-text search and retrieval access to academic papers and periodicals. It enables research-grounded responses through features like topic filtering and programmatic database expansion.

Claude Voice Commands

Enables natural voice interaction with Claude Code through speech-to-text, supporting wake word activation and multiple backends like Whisper and Google. It allows users to execute commands and control their coding environment hands-free via their microphone.

Twilio Agent Payments MCP Server

一个 MCP 服务器，通过 Twilio API 在语音通话期间实现安全、符合 PCI 标准的支付处理，为人工辅助支付提供异步回调和引导式工作流程。

Cubi MCP Playground

Enables local prototyping of Cubi integrations with a mock HTTP server, MCP tools for lifecycle management, and a browser UI for workflow testing without real sandbox credentials.

AsterMind-ELM MCP Server

Enables fast, on-device machine learning with production-grade persistence through the Model Context Protocol. It allows instant training of text classifiers using Extreme Learning Machines, with SurrealDB-backed persistence and monitoring.

SAP Business One MCP Server Sample

Enables AI agents to discover SAP B1 entities, inspect their schemas, and perform authenticated CRUD operations through natural language, translating requests into Service Layer API calls.

godspeed-mcp

使用 API 与 Godspeed 任务应用程序交互的服务器。

erabi-mcp

Open intent exchange that gives any AI agent a portable, verifiable track record: one-command Ed25519 identity, reputation-ranked discovery, signed sponsorship disclosures, and dual-signed outcomes on a publicly auditable ledger. Zero-config — npx -y erabi-mcp joins the live public network.

SNOTEL MCP Server

Provides access to real-time and historical snow conditions, weather data, and snowpack analysis from over 800 SNOTEL stations across the western United States through the USDA Air and Water Database API.

MCP-Gemini

一个用于 Google Gemini Pro 的提示管理系统，包含缓存、安全过滤、日志记录和指标收集功能。

Plesk MCP Server

Enables AI agents to manage Plesk hosting environments through a set of standardized tools for security, health monitoring, DNS, email, backups, and service management.

Zefix MCP Server

An MCP server for interacting with the Swiss Commercial Register via Zefix REST API and UID Webservice, enabling company search, validation, SOGC publications, and due diligence reports.

Vault MCP Server

Built on Obsidian Vault, this MCP server integrates with Claude Code to provide personal knowledge management including note saving, full-text search, code graph extraction, and context resumption.

agentsystem-mcp-server

A read-only MCP server that exposes a materials distributor database with four tools for querying tables, describing schemas, sampling rows, and running SELECT queries, secured by three independent layers to prevent any write operations.

apigee-mcp

Exposes Apigee X / GCP Management API operations as tools, enabling management of API proxies, environments, analytics, developers, apps, and API products through natural language commands.

inferwatch-mcp

Enables agents to query real-time and historical metrics for locally served Ollama and vLLM instances, including request rates, latency, token counts, and GPU utilization, over stdio.

xero-mcp-server

An MCP server that enables AI assistants to read and write Xero accounting data, including invoices, contacts, accounts, and payments, through natural language.