发现优秀的 MCP 服务器

Sisif AI MCP Server

Enables AI video generation from text prompts, status monitoring, and video management through the Sisif AI Video API.

@marlinjai/email-mcp

A unified MCP server for email access across Gmail, Outlook, iCloud, and generic IMAP providers, enabling search, send, organize, and batch operations.

ihalent

Turns Turkish public-tender result notices into structured records and provides analytics on firm history, discount distributions, and competition metrics via an MCP server.

Ntfy MCP Server

镜子 (jìng zi)

Bookeo MCP Server

Enables searching and retrieving customer bookings and payment details from Bookeo using natural language.

Nexus-MCP

A comprehensive Model Context Protocol toolkit that transforms AI assistants into autonomous agents capable of executing real-world tasks across filesystems, web requests, Git workflows, databases, system commands, and AI integrations.

Delx Agent Utilities

Stateless URL, DNS, x402, JWT, encoding, and parsing tools for AI agents.

GuardEntry MCP Server

Exposes the Agent Policy Router (APR) as MCP tools, allowing any MCP-compatible AI agent to gate its actions through compliance policies before execution.

SleepSweet

Enables AI agents to audit and clean their memory files by scanning for duplicates, broken links, stale facts, and conflicts, with non-destructive, reversible fixes and a full audit trail. It also lets the calling agent serve as the conflict judge through MCP tools.

hivemind

Persistent memory graph, knowledge marketplace, and MCP tool gateway for autonomous AI agents. Agents store experiences, trade knowledge via micropayments, and discover capabilities across the Hive network.

Google Search MCP Server

An MCP (Model Context Protocol) server that provides Google search capabilities and webpage content analysis tools. This server enables AI models to perform Google searches and analyze webpage content programmatically.

MCP Python Server — API Wrapper

A Python server implementing the Model Context Protocol that exposes tools for querying external APIs, compatible with Claude Desktop and ChatGPT Desktop.

Recalla

Enables AI agents to read and search your Obsidian vault through a local MCP server, keeping everything private and local.

SimpleMCP

概念验证：Cloudflare Worker MCP 服务器 (Gài niàn yàn zhèng: Cloudflare Worker MCP fú wù qì) Alternatively, you could also say: Cloudflare Worker MCP 服务器的概念验证 (Cloudflare Worker MCP fú wù qì de gài niàn yàn zhèng) Both translations are accurate and convey the same meaning. The first one is slightly more common and natural-sounding.

MCP Jupyter Complete

A Model Context Protocol server for comprehensive Jupyter notebook manipulation, featuring position-based cell operations and bulk editing. It includes specialized integration for VS Code to synchronize notebook changes and trigger file reloads.

codegraph

Enables blast-radius enforcement for coding agents by building an AST call/dependency graph and injecting a symbol's callers into the agent's context at the moment it edits a file.

Magento 2 Coding Standards MCP Server

Provides comprehensive Magento 2 coding standards, security rules, and theme-specific patterns to help AI assistants write and validate compliant code. It supports built-in presets for Hyva, Luma, Breeze, and Porto themes to ensure context-aware development.

labmate-mcp

An AI lab companion that connects Claude to scientific databases, computational chemistry tools, bench references, and publication utilities, covering the entire research workflow from literature search to publication.

Web Search MCP

Enables web searching through Google, DuckDuckGo, and Bing using a headless Chrome browser, returning structured results with titles, URLs, and snippets. Also supports fetching and extracting text content from any webpage.

clenzer

Enables CLI agents to detect and remove dead code, manage complexity, and enforce hygiene rules in TypeScript/JavaScript projects through tools like scanning, cleansing, and reporting.

brain-mcp

Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, Claude Code, Cursor, and Gemini CLI into searchable embeddings. 25 MCP tools including tunnel_state (resume where you left off), switching_cost (quantify context-switch penalty), thinking_trajectory (track idea evolution), and alignment_check (decisions vs principles). LanceDB + Parquet, 12ms recall, local-first.

fallmortgage-mcp

MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations as tools and resources for use in MCP clients.

DualStream MCP Server

Enables AI assistants to control DualStream streaming studio: switch scenes, compose layouts, manage widgets, and react to stream events.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

Replicate Minimax Image-01 MCP Server

Enables AI image generation using the minimax/image-01 model via Replicate API. Supports multiple aspect ratios, batch generation of up to 9 images, prompt optimization, and character reference images for consistent character generation.

hive-mcp-oracle

Price feeds, TWAPs, and oracle service for autonomous agent settlement.

TraceFlow Compress

Serverless MCP connector for compressing prompts with TraceFlow metrics (tokens, cost, latency, compute, energy, carbon). Provides compression, analysis, routing, and caching tools.

mc-mod-mcp

Provides grounded answers for writing Minecraft mods, targeting 1.8.9 and 1.21.10+ eras with curated and live tools for mappings, APIs, and mixins.

Assay

MCP server for scoring and reviewing AWS Builder Center articles with read-quality metrics and actionable recommendations.

QueryPie MCP

QueryPie MCP 服务器