发现优秀的 MCP 服务器

engram-mcp

Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings with keyword fallback. Tools: remember, recall, history, forget, stats.

PowerPoint MCP

An MCP server that gives AI agents real-time control over Microsoft PowerPoint via COM automation, offering 156 tools across 26 categories for creating, editing, and formatting presentations directly in a running PowerPoint instance.

mcp-file-roots-demo

Enables interactive chat with AI models via Anthropic API, with controlled file system access to specified directories and video conversion capabilities.

geocontext

Provides spatial context and geographic data access for LLMs through France's Géoplateforme services, including geocoding, altitude queries, administrative boundaries, cadastral data, and vector data exploration.

tradingrearchagents

An MCP server providing a harness-neutral trading research capability with a durable run lifecycle, supporting stage commit, receipts, pause/resume, cancellation, decision memory, report export, and credential-free fixture-based research workflows for TradingAgents integrations.

Terraform Cloud MCP

A read-only MCP server for inspecting and diagnosing HCP Terraform workspaces, runs, and plan summaries from ChatGPT and other MCP clients. It provides tools to list workspaces, inspect runs, and summarize plans without exposing sensitive data.

UniCloudDB-MCP

A database operation tool for uniCloud based on MCP protocol that allows AI assistants to perform database CRUD operations through standardized interfaces.

shippage

Enables publishing HTML, markdown, text, ZIP files, and static folders to Shippage, with tools for asset uploads, page listing, updating, and deleting.

Nolane Habitat

Provides coding agents with a durable, revision-aware project workspace for semantic context, governed source changes, verification, task checkpoints, and observability through an MCP interface.

origin-mcp-kimi

A local MCP server that enables AI assistants to control Origin/OriginPro on Windows via Python automation, with adaptive path detection to resolve import errors.

standup-pulse

Enables generating AI-powered standups from git activity, with risk flags and markdown digests, via MCP tools.

job-search

A job-search MCP server that ranks roles, drafts cover letters, and rehearses Q&A answers using a candidate profile, with live listings from five public sources.

PyEye Server

An extensible MCP server that provides intelligent Python code analysis, navigation, and understanding capabilities for AI assistants like Claude.

Obsidian MCP Server

Exposes an Obsidian notes vault as MCP services, enabling AI assistants to search, read, create, update, and delete notes and folders.

jimeng-mcp-v4

MCP server for generating images using Volcano Engine's Jimeng AI, supporting the latest Seedream4.0 model.

mcp-restaurant-order

MCP (模型上下文协议) 服务器实现。只是一个玩具。

Australia Payments MCP

Lets AI agents accept payments in Australia via Stripe hosted checkout by creating payment links and checking payment status.

Brevo MCP

一个 TypeScript 服务器，用于集成 Brevo (Sendinblue) API，以便在多渠道应用程序（如 Claude Desktop）中管理联系人、发送电子邮件和跟踪电子邮件事件。

mcp-weather-tutorial

MCP server providing weather forecast and geocoding tools using Open-Meteo API, with examples of basic and agent-based clients.

Equipment Health MCP Server

An AI agent system that monitors manufacturing equipment health using the Model Context Protocol (MCP). Enables answering natural language questions about equipment status, maintenance, and anomalies through MCP tools.

telegram-user-mcp

Integrates Telegram user account with MCP, exposing operations like reading and sending messages, managing chats, and more via stdio or SSE transport.

buzz-mcp

A TypeScript MCP server for the CorePrt Nostr relay, enabling MCP-compatible clients to publish and read Nostr events. Currently a scaffold with planned tools for event publishing, fetching, searching, and subscribing.

meta-prompt-mcp

MCP server providing on-demand access to official prompting guides for building robust meta-prompts.

mcp

通过 MCP 服务器与 Claude Desktop 交互，只是在探索。

AST-Indexer MCP Server

AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositories with AST parsing. It extracts functions, classes, imports, variables, and SQL schema objects from JavaScript, TypeScript, C#, and SQL codebases so they can be queried through MCP tools.

MCP Time Server

一个 Python 微服务，提供用于检索当前时间和在不同全球时区之间进行转换的实用程序，并具有强大的验证功能。

local-drive-mcp

MCP server enabling ChatGPT to interact with local filesystem via controlled file operations like read, write, edit, and search, with configurable guardrails for safety.

College AI Assistant

Provides MCP tools for searching student profiles, viewing marks/attendance, and finding low-attendance students. Enables AI assistants like Gemini to interact with college student data through natural language.

iMessage MCP

Local MCP server for reading macOS Messages history and sending iMessages, with security features like opt-in send tools and recipient allowlists.

Ultrade MCP Server

Enables interaction with the Ultrade API to manage wallets, execute market orders, and access real-time trading data. It provides tools for account authentication, market depth analysis, and system status monitoring.