发现优秀的 MCP 服务器

Data360 MCP Server

Provides LLM agents direct access to World Bank development indicators, enabling search, validation, and retrieval of data on topics like GDP, poverty, and gender equality.

mcp-server-proxy

将 MCP 协议的 SSE 传输层转换为标准的 HTTP 请求/响应。

blazemeter-explorer

Enables querying and invoking BlazeMeter's public API v4 explorer operations, including vault settings, session management, and static asset routes.

tableau-desktop-mcp

A local MCP server that allows LLMs to inspect and safely edit Tableau Desktop workbooks (.twb) via XML, including creating native calculated fields using Tableau formula syntax.

Legion MCP Server

Exposes multiple LLMs as individual tools via the OpenAI Responses API wire format, enabling the calling AI to get second opinions and orchestrate multi-model discussions with a quorum tool.

neuvector-mcp

MCP server for SUSE NeuVector container security, exposing inventory, vulnerability, compliance, event, and policy data as 72 typed tools. Read-only by default, with optional mutating toolsets behind a confirmation handshake.

@jhzhu89/mcp-server-web-search

Enables web search via Azure OpenAI Responses API with the web_search_preview tool, returning results with citations.

Grist MCP Server

Enables reading and writing to Grist documents via natural language through MCP tools, allowing users to manage data, schemas, documents, and more using AI assistants like Perplexity.

Waygate MCP

A security-hardened, containerized MCP server framework that provides superior isolation and enterprise-grade security through Docker containers. Enables secure MCP command execution with comprehensive diagnostics, plugin architecture, and production-ready features like SSL/TLS and rate limiting.

apex-mcp

Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applications via natural language, providing 86 tools across 15 categories.

MCP Surf Forecast

An MCP server that provides real-time surf intelligence, including wave quality scoring, beach discovery, session planning, and forecast analysis across 12+ global data sources. It turns AI assistants into surf-savvy copilots for finding the perfect wave.

AEM MCP Server

A Model Context Protocol server that provides tools to interact with Adobe Experience Manager instances, allowing users to manage packages, check status, create pages, replicate content, and perform other common AEM development tasks.

plane_pages_mcp

MCP server for a Plane CE instance enabling management of pages (via direct database and live converter) and work items through Plane's REST API, with multi-workspace support.

Japan Company Leads Finder MCP

B2B lead generation for Japan: search 1M+ companies by size, capital, location, and government-subsidy history, with executive names and procurement records.

Hume MCP Server

Enables AI assistants to generate expressive speech using Hume AI's Octave Text-to-Speech, allowing for natural language-based audio synthesis and voice management.

chronoverify-mcp

Provides MCP-compatible AI agents with a verify_image tool to check a photo's capture time and provenance using C2PA, EXIF, XMP metadata, and pixel forensics, returning a verdict and confidence score.

Doubao TTS MCP

A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, allowing users to generate speech from text using natural language parameters for customizing voice type, emotion, and speed.

ThumbAgent

Local-first MCP server that enables AI agents to safely control and observe Android mobile devices, supporting device diagnostics, app lifecycle management, async task execution, and performance monitoring through a policy-constrained interface with explicit confirmations.

DETRAN BA: Multas

Enables querying traffic fines (multas) from DETRAN Bahia via a read-only MCP tool, using official sources and natural language.

jmeter-mcp

Integrates Apache JMeter with AI assistants to run and manage load tests through natural language. It enables users to execute test plans, parse results, inspect test structures, and compare performance metrics across different runs.

narajangteo-opening

Wraps the Korean Public Procurement Service's bid award information API, enabling users to query bid results, openings, and detailed execution data.

c2pa-watermark-mcp

MCP server for embedding and verifying C2PA content credentials (provenance) in AI-generated assets, with HMAC-based tamper-evident manifests and optional X.509 support, helping comply with EU AI Act Article 50.

myco-brain

Myco Brain gives AI agents persistent, source-traceable memory and a knowledge graph on your own Postgres. Capture decisions, repos, and docs, then recall them across sessions with every answer traceable to its source via brain_why. Self-hosted and keyless on local Ollama; facts earn confidence from corroboration and supersede on contradiction, so agents reason from truth, not noise.

linkedin-profile-scraper

REST API and MCP server for AI agents to extract structured LinkedIn profile data.

vuln-nist-mcp-server

A Model Context Protocol (MCP) server for querying the NIST National Vulnerability Database (NVD) API, enabling search and retrieval of CVE details, temporal context, and KEV catalog entries.

MCP Gmail Google Docs Integration

A generic MCP server that exposes Gmail and Google Docs capabilities as tools for AI agents. Enables sending emails and appending content to Google Docs.

MCP RAG Server

Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.

Comptox MCP Server

Exposes EPA Computational Toxicology (CompTox) evidence federation through MCP, enabling chemical identity, hazard, exposure, and bioactivity data retrieval for AI agents.

MCP LAMMPS Server

A Model Context Protocol server that enables AI assistants to interact with LAMMPS for molecular dynamics simulations through natural language commands.