发现优秀的 MCP 服务器

after-effects-mcp

Enables AI assistants to control Adobe After Effects through a standardized MCP protocol, providing tools for composition creation, layer management, and animation.

Google Ads MCP

Enables LLMs to interact with Google Ads accounts via tools like list_accounts and search_stream, using a standardized Model Context Protocol integration.

SAGE-MCP

A universal AI assistant MCP server that transforms Claude into a multi-talented development assistant with intelligent mode selection, conversation continuity, and smart file handling. Automatically adapts to different tasks like debugging, code analysis, planning, and testing while supporting multiple AI providers and maintaining context across conversations.

MCP Memory

Persistent memory server for AI assistants with semantic search and three-layer context (global, project, personality). Works with MCP-compatible AI tools like Claude Code, Cursor, Continue, Cline, and more.

Atlassian Bitbucket MCP Server

Enables AI assistants to interact with Bitbucket Cloud and self-hosted instances for pull request reviews, code search, repository operations, and managing PR comments and approvals.

Commodore 64 Ultimate Computer MCP Server

Enables control and interaction with Commodore 64 Ultimate Computer devices through their REST API, allowing users to play SID/MOD files, load and run programs, manage disk images, configure settings, and control the C64 machine through natural language.

PostgreSQL MCP Server

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

MCP Server Examples

A collection of Model Context Protocol implementations ranging from a minimal hello-world to an autonomous AI agent for software development.

tldx-mcp

An MCP server for tldx that allows AI agents to brainstorm brand names and instantly verify domain availability using lightning-fast, concurrent RDAP lookups.

TypeScript MCP Server Boilerplate

A starter template for quickly developing Model Context Protocol (MCP) servers using the TypeScript SDK and Zod for schema validation. It includes example implementations for custom tools and resources like calculators, weather services, and system information.

Google Solar MCP Server

Connects to the Google Solar API to provide detailed solar potential analysis of buildings based on geographic coordinates, including financial data, panel configurations, and environmental impact estimates.

tech-icons

MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, CNCF, Devicon) with 3-tier search and multiple output formats for integration into presentations and architecture diagrams.

Sherpa MCP Server

Remote MCP server acting as a personal assistant with secure OAuth authentication, integrating Google Calendar, TickTick tasks, meal logging, workout tracking, and water intake logging.

mcp-obsidian

Enables AI assistants to read, write, and manipulate notes in an Obsidian vault through the Local REST API.

Elfa MCP

Elfa MCP 服务器 (Elfa MCP fúwùqì)

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.

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.

MCP CMF Tools

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

compliant-empty-mcp

A fully valid MCP server that advertises zero capabilities, demonstrating that protocol conformance does not imply utility.

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.

MCP Icon Generator

Generates app icons with customizable text, colors, and sizes, including complete iOS app icon sets.

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

Plausible MCP

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

cadkit

An MCP server for parametric part modeling in Onshape, producing fully-defined, variable-driven sketches and features. It enables LLMs to create editable CAD models using semantic selection and geometrically grounded constraints.

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.

vizro-mcp

vizro-mcp

MCP Adobe Experience Platform Server

Adobe Experience Platform API 集成的 MCP 服务器

Kibana MCP Server

Kibana SecOps 的 MCP 服务器

Git Helper AI MCP

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