发现优秀的 MCP 服务器

NoteDiscovery MCP Server

NoteDiscovery is a self-hosted plain-markdown notes app (MIT, no telemetry) with a built-in stdio MCP server. The server exposes tools so AI clients (Claude Desktop, Cursor, etc.) can search, read, create, edit, tag, and instantiate templates against the same vault the web UI uses.

Naukri MCP Server

Enables automating job search and applications on Naukri.com, including bulk applying, profile management, application tracking, company research, and recruiter activity monitoring.

web perception

Give your AI ears and eyes and perception

Agent Accessibility Auditor MCP Server

Audits a domain to determine if AI agents and crawlers can access and read it, returning a flat row of 42 fields covering llms.txt, robots.txt AI policy, structured data, render mode, and machine-readable endpoint discovery.

github-mcp

Local MCP server for safe GitHub developer workflows. Enables pulling main, creating feature branches, pushing them, and opening ready-for-review pull requests via tools like github_create_feature_branch and github_create_pull_request.

universal-memory-service

Self-hosted service providing unified memory search and write operations across file-based memory, vector embeddings, and the Graphiti temporal knowledge graph, accessible via HTTP API or MCP stdio transport.

coven-mcp

MCP server for website auditing and AI visibility measurement using the COVEN v2.0.1 methodology, offering tools to scan, score, and optimize sites for agent traffic.

SysControl MCP

Enables Claude Desktop to monitor and control your computer system with 90+ real-time tools covering CPU, RAM, GPU, disk, network, processes, and more, plus extensions for file management, code editing, and web research.

SongForge-MCP

Generates original AI music through Claude, powered by ACE-Step 1.5, running entirely on your local machine with no cloud dependency.

Pinme Deploy MCP Server

Enables one-click deployment of static websites and HTML files to IPFS through Pinme. Automatically detects common build directories (build, dist, out, .next), uploads to IPFS, and provides ENS URLs for accessing deployed sites.

Web Accessibility MCP Server

使用 axe-core 和 Puppeteer 提供 Web 可访问性分析和色盲模拟，从而能够根据 WCAG 指南进行详细的可访问性检查和视觉模拟。

nexus-mcp

MCP server that wraps the nexus CLI, giving AI agents cross-session memory, semantic search, preference learning, and smart context injection.

HybridS3

Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agents to store and retrieve files via structured tool definitions.

Orcorus Repository Scanner

Scans GitHub repositories for security vulnerabilities by cloning, performing static analysis, secret detection, build verification, and AI-powered OWASP-aligned code review, producing a scored SECURITY.md report.

semrush-mcp

MCP server providing tools to access Semrush API data for domain analytics, keyword research, backlink analysis, and traffic analytics.

memory-mcp

Multi-tier memory system for AI assistants, integrating semantic, episodic, time-series, and spatial memory with pattern detection and MCP tools.

algorithmaide-mcp

An MCP server for real-device Android reversing workflows, wrapping AlgorithmAide config writes, AppSwitch/logList sync, LSPosed scope sync, Frida script injection, and runtime log queries into a stable MCP toolset.

research_mcp

An MCP server that mirrors the skills and workflows of an industry-leading research institute, providing research craft tools, retrieval, and knowledge resources for any MCP-capable client.

dbx

MCP server for DBX, a universal database manager supporting 70+ databases, enabling natural language queries and database management through MCP.

Coolify MCP Server

A production-grade MCP server that gives AI agents secure, policy-controlled access to Coolify infrastructure, with least-privilege tokens, operation modes, allowlists, and secret redaction.

Square MCP Server

一个服务器，它通过 Goose 实现与 Square API 的交互，支持对地点、顾客等的查询，并具有上下文保持和符合 MCP 标准的响应。

PostgreSQL MCP Server

Enables interaction with PostgreSQL databases through both HTTP and Stdio transports, supporting read-only SQL queries, table listing, and schema inspection. Features stateful session management for HTTP transport and flexible deployment options including Docker support.

MD Vision

MCP server that enables AI assistants to open files and highlight ranges in a read-only Markdown and code viewer.

mcp-memory

Provides AI agents with persistent, long-term memory via OKF-formatted markdown and SQLite indexing, enabling stateful storage, retrieval, and search across sessions.

SuperDev

SuperDev is a local-first desktop app + MCP server that gives AI coding agents (Claude Code, Codex, Cursor — anything MCP-compatible) access to the runtime: live and historical logs across services, breakpoints in already-running processes (same PID, no restart), real browser control, and DAG deploy pipelines — with human approval and an audit trail on protected writes.

Model Context Protocol (MCP) Wrapper for Lisply Backends

用于管理符合规范的、使用 "Lisply" Lisp 语言的后端服务并与之通信的“模型上下文协议 (MCP)”服务器

Wakapi MCP Server

Enables tracking and analyzing development time through the Wakapi API. Provides tools to retrieve coding statistics, project details, leaderboards, and recent activity logs for productivity insights.

Sera MCP Server

Enables AI assistants to query market data, check balances, execute swaps, and manage orders on the Sera stablecoin exchange platform through natural language.

bestuser-router-mcp

Routes natural-language intent to SigRank's leaderboard with behavioral framing and competitive context, enabling AI assistants to answer queries like 'who is the best AI user?' with rank, percentile, and delta metrics.