发现优秀的 MCP 服务器

fal-hidream-i1-full MCP Server

Enables high-quality AI image generation using the fal-ai/hidream-i1-full model with support for synchronous, streaming, and queue-based generation, custom image sizing, LoRA weights, and automatic local image downloads.

Jira - GitHub MCP Server

A modular MCP server integrating Jira and GitHub to automate developer workflows, enabling AI agents to manage issues, branches, commits, and pull requests directly from the IDE.

iTerm MCP Server

一个模型上下文协议服务器，使 AI 助手能够与 iTerm2 终端交互，从而实现终端会话的创建和管理、命令执行以及读取终端输出。

ansa-mcp

An MCP server that bridges MCP clients to ANSA CAE pre-processor via file IPC, enabling geometry operations, model management, and solver deck export.

Mural MCP Server

MCP server for the Mural visual collaboration platform enabling board content editing with sticky notes, shapes, text boxes, areas, images, connectors, plus navigation and mural management.

Knowledge Graph Memory Server

用于通过知识图谱为 Claude 启用内存的 MCP 服务器

A2A Dependency Inspector

A hosted remote MCP server that provides tools for inspecting A2A dependencies, extracting message edges, detecting dependency cycles, issuing rollout receipts, and exporting dependency logs.

Firecrawl MCP Server

Integrates Firecrawl web scraping capabilities, enabling web content extraction, crawling, site mapping, search, and structured data extraction with automatic rate limiting and retry handling.

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.

Redfish MCP Server

Enables AI agents to manage infrastructure through natural language queries to Redfish API endpoints, supporting listing endpoints and retrieving resource data.

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.

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.

mcp-for-kibana

Enables LLMs to interact with Kibana through composable toolboxes for building dashboards, managing data, and handling alerts, among other operations.

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.

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.

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.

SongForge-MCP

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

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.

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。

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.

nexus-mcp

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

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.

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.

dbx

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