发现优秀的 MCP 服务器

nexus-memory

A zero-dependency, file-based persistent memory system for AI agents with tiered memory, Ebbinghaus decay, and keyword retrieval.

mcp-qdrant-docs MCP Server

一个 MCP 服务器，它抓取网站，将内容索引到 Qdrant 中，并提供查询工具。

Nutrition MCP

A filesystem-based MCP server that turns any MCP-capable AI agent into a conversational calorie and protein tracker with natural-language estimates, confidence-aware logging, daily/weekly progress, food-history search, and export, working offline with local fallback data.

CourtListener Citation Validation MCP Server

Validates legal citations against the CourtListener database to detect hallucinated citations in legal documents.

arthas-mcp

A Model Context Protocol server that connects AI agents to live Java processes via Alibaba Arthas, enabling real-time diagnostics, debugging, and performance analysis without code changes.

Telegram MCP

https://github.com/EncryptMan/telegram-mcp

WSLSnapit-MCP

Enables AI assistants to capture screenshots and read clipboard content from Windows applications while operating within a WSL environment. It supports monitor or window-specific targeting and features intelligent image optimization for efficient data transfer.

Trading Volatility MCP

Enables AI agents to discover and retrieve options market-structure data (GEX, gamma flip levels, dealer positioning, skew, max pain, expected-move levels, options flow, and ranked trade setups) from Trading Volatility's public API via natural language.

CapCutAPI-Complete MCP Server

Enables video editing operations such as trimming, merging, adding audio/text/effects, and exporting via MCP protocol, leveraging CapCut core functionalities.

MCP Server NestJS

A robust server-side application that implements Model Context Protocol (MCP) for file operations, providing authentication and modular REST APIs for managing files, users, and posts.

video-qa

Records a browser window while Claude drives it and converts the recording into labelled contact sheets, key frames, and an action-correlated timeline for evidence-based evaluation. macOS 15+ only.

vSphere-MCP-Pro

Enables secure management of VMware vCenter 8.0+ environments through controlled operations including VM lifecycle management, snapshots, and resource discovery with built-in RBAC authorization, audit logging, and rate limiting.

x402-discovery

Discovers and queries x402-payable APIs at runtime — enables autonomous agents to find, evaluate, and pay for services via USDC micropayments on Base without API keys or subscriptions.

google-workspace-mcp-with-script

MCP server for Claude Code CLI that integrates with Google Workspace, enabling management of Docs, Sheets, Drive, Gmail, Calendar, and Apps Script.

memora

Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.

EVIDIQ Rubric MCP

Determines whether a deliverable meets its contract using deterministic rules, criteria, and signed attestations.

Run Command MCP Server

Provides tools for executing shell commands both synchronously and asynchronously with real-time output streaming and process management capabilities. It enables users to start background tasks, monitor progress, and manage long-running processes via Stdio or HTTP transports.

business-day-mcp

MCP server for business-day arithmetic with country-aware holiday calendars. It offers tools to check, calculate, and list business days and holidays for over 60 countries.

JigsawStack MCP Server

允许 AI 模型与 JigsawStack 模型交互的模型上下文协议服务器！

perplexity-user-mcp

Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.

GoScry

GoScry 是一个用 Go 编写的服务器应用程序，它充当控制系统（例如 LLM 或脚本）和 Web 浏览器之间的桥梁。

jcrawl4ai-mcp-server

jcrawl4ai-mcp-server

chronicle-mcp

Indexes and searches agent conversation logs from Antigravity and Cursor workspaces, enabling semantic search, token analysis, and benchmarking over local SQLite storage.

Agent Handoff Certified MCP

Verifiable agent-to-agent task handoff with signed provenance chain.

dobbe

Automates DevOps workflows like vulnerability resolution, code review, test generation, and DORA metrics through Claude Code slash commands, using a state machine for reliable execution.

SEO Screaming Toad MCP Server

Provides 23 bounded MCP tools for AI agents to perform technical SEO audits, including crawl setup, page analysis, issue detection, and report exports, all while keeping data local.

Manus MCP

提供类似 Manus 功能的 MCP 服务器

FirstReply MCP Server

Exposes FirstReply customer support operations as MCP tools, enabling AI assistants to browse conversations, draft replies, manage API keys, and access support statistics.

Elasticsearch 7.x MCP Server

提供一个 MCP 协议接口，用于与 Elasticsearch 7.x 数据库交互，支持全面的搜索功能，包括聚合、高亮和排序。

VRChat MCP

Local stdio MCP server for VRChat friends, worlds, groups, events, notifications, status, avatars, and VRCX history.