发现优秀的 MCP 服务器

local_vision

Enables a primary Codex agent to inspect images using a separate local vision-language model via an MCP tool, keeping image data off the main model.

Processos TRT (Justiça do Trabalho)

Enables querying labor lawsuits (processos trabalhistas) in Brazilian Regional Labor Courts (TRT) using CPF or CNPJ, with read-only access and pay-per-use credits.

deliver-cli

Transforms AI agents into spec-driven product engineers by managing the software project lifecycle through requirements, design, implementation, and archiving phases with state-aware MCP tools.

Periskop MCP Server

Enables AI agents to perform product discovery from natural language shopping intents, returning ranked products with merchant links without completing checkout.

Alpha Vantage MCP Server

Provides access to Alpha Vantage stock price data (OHLCV) and financial news with sentiment analysis through MongoDB storage, automatically fetching missing data from the API when needed.

seerr-mcp

Enables AI assistants to search media catalogs and request movies and shows on Overseerr or Jellyseerr, with automatic approval and availability checks. It runs as a Cloudflare Worker and integrates with Radarr/Sonarr for seamless media requests.

mcp-openidea-search

Enables federated search across 10 open-knowledge providers via Open Idea. Users can search for papers, code, datasets, models, hardware, and videos using natural language queries.

Plausible MCP

Enables natural language interaction with Plausible Analytics data to query traffic, visitors, engagement, and more using conversational questions.

MCP Adobe Experience Platform Server

Adobe Experience Platform API 集成的 MCP 服务器

remote-observer-mcp

A read-only MCP server for observing registered local and SSH hosts, providing system, service, container, Git, and GPU status/log inspection through a closed-world registry without arbitrary shell access.

redbus-mcp

Enables natural language queries for interprovincial bus schedules, cities, and seat maps in Peru via RedBus, without booking or payment.

Agent-hive

Shared knowledge graph for AI coding agents. Search, create, and link verified technical knowledge across 12 node types with trust scoring, demand signals, and auto-provisioning. Install: npx agent-hive-mcp

thinkingdata-readonly

Local read-only MCP server for ThinkingData 5.0 that provides 10 tools for event analysis, retention, funnel, path, distribution, and SQL queries over stdio.

gpt-image-mcp

MCP server that exposes OpenAI image generation and editing as tools, focused on creating consistent character expressions by compositing edited regions onto a stable base image.

mailchimp-mcp

A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email workflows plus search and execute to access all 282 Mailchimp Marketing API endpoints on demand.

Groceries MCP Server

一个面向食品杂货供应商的 MCP 服务器 (Yī gè miànxiàng shípǐn záhuò gōngyìng shāng de MCP fúwùqì) Alternatively, depending on the context, you could also say: 一个面向食品杂货供应商的 多渠道平台服务器 (Yī gè miànxiàng shípǐn záhuò gōngyìng shāng de duō qú dào píngtái fúwùqì) - This emphasizes the multi-channel aspect of MCP. Which one is more appropriate depends on what "mcp" stands for in this context. If it's a specific acronym, please provide the full name for a more accurate translation.

xui-mcp-server

An MCP server for XUI.ONE IPTV panels that covers four layers (server provisioning, admin API, reseller API, and player API), enabling an assistant to manage IPTV infrastructure from bare server to working panel.

Scientific Tools MCP Server

High-value scientific tools for AI agents — literature search (PubMed, arXiv, Semantic Scholar), chemical compound lookup (PubChem, ChEMBL), patent prior art search (USPTO, EPO), GPU spot prices across 4 providers, and real-time earth science data (USGS, NASA, OpenAQ). Per-call billing via API key. Keys issued instantly at https://mcp-site.com/keys/request

sonovault-mcp

Provides access to the SonoVault music metadata API, enabling search and retrieval of information about 90M+ tracks, artists, labels, and releases, including ISRC, ISWC, and cross-platform IDs.

@shortcut/mcp

Shortcut 的 MCP 服务器

MCP CMF Tools

MCP server for Chilean financial regulation, providing economic indicators (UF, dollar, euro, UTM) and fraud alerts from CMF and mindicador.cl.

Google Analytics MCP Server

Enables querying Google Analytics 4 data using natural language through MCP clients like Claude and Cursor, supporting 200+ dimensions and metrics for traffic, user behavior, and e-commerce analysis.

Git Helper AI MCP

Git Helper AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Lore DB MCP Server

Provides tools for semantic search, CRUD, verification, and reindexing of documents in a local vector-based knowledge base, usable via HTTP or stdio.

mdgraph

Provides MCP tools to scan and navigate markdown repositories, offering graph-based overview, document reading, context retrieval, and orphan detection.

MCP Shell Server

一个安全接口，使语言模型能够通过模型上下文协议在宿主操作系统上执行 shell 命令。

uc-remote-mcp

Enables reading and configuring an Unfolded Circle Remote Two or Remote 3 through the official Core REST API, exposing activities, touchscreen pages, profiles, integration entities, and physical-button mappings to MCP clients.

Rememberizer MCP Server for Common Knowledge

Provides access to personal/team knowledge repositories with tools to search, retrieve, and save information from various sources including Slack, Gmail, and document storage platforms.

Kibana MCP Server

Kibana SecOps 的 MCP 服务器

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases, converting questions to safe SQL queries and executing them with result validation.