发现优秀的 MCP 服务器

AFC Commander (Free Edition)

Enables managing a parametric CLI command registry with profile isolation and pipelines from Cursor agents via 11 MCP tools.

Tall MCP Server

Provides AI assistants with local access to Filament, Laravel, Livewire, and Pest documentation, enabling offline reference and search.

ygocdb-mcp

ygocdb-mcp

UI Preset MCP Server

Enables auto-configuration and validation of React components against a glassmorphic design token system using an AST correction engine. It supports managing UI presets, enforcing design uniformity in Monaco IDE, and exporting tokens as CSS, Tailwind, or JavaScript variables.

canvas-mcp-server

Enables AI assistants to automatically pull Canvas LMS course materials into Obsidian, syncing files, assignments, grades, and announcements organized by course and module.

fallhome-us-mcp

A sovereign, MIT-licensed MCP server wrapping the fallhome-us-sdk, enabling autonomous agents and developers to interact with the FallMarket ecosystem through Ed25519-signed operations.

MCP OAuth Test

Multi-tenant MCP server with OAuth 2.1 authorization, enabling tenant-scoped tool access and audit logging.

agent-logbook

Enables AI assistants to maintain long-term memory by logging and retrieving facts and decisions in a SQLite database, with relevance ranking and full history tracking.

mcp-context-cache

Efficiently loads, caches, and delivers project file context for AI agents using the Model Context Protocol, reducing multiple file reads to a single call with LRU caching and security validation.

linkedin-profile-manager-mcp

A local-first MCP server for auditing, drafting, and planning updates to your personal LinkedIn profile safely, without automation or scraping.

MQTTX SSE Server

一个实现了模型-上下文协议 (MCP) 的方案，该方案支持通过服务器发送事件 (SSE) 传输 MQTT 操作。

technical-impact-analyst

Analyzes GitHub contributions and maps them to the Karpathy Skills framework, providing metrics, alignment scores, and executive summaries.

search-docs

Enables AI agents to search local Markdown documents using natural language, with automatic indexing and section-level retrieval.

mcp-europeana

Enables searching and retrieving records from the Europeana digital collection, including metadata such as titles, creators, dates, and images, via two MCP tools: search and record.

EdgeOne Pages MCP

A service that enables rapid deployment of HTML content to EdgeOne Pages and automatically generates publicly accessible URLs for the deployed content.

web-exposure-mcp

An MCP server that lets an AI agent probe a live URL and confirm whether sensitive files (e.g., .git, .env, source maps) are genuinely served by fetching and validating the content, avoiding false positives.

Tableau MCP Server

Enables reading and writing to Tableau Server or Tableau Cloud via the REST API, supporting operations on sites, projects, workbooks, views, and data sources.

Icelandic Morphology MCP Server

Provides access to the Database of Icelandic Morphology (BÍN) to look up word inflections, variants, and lemmas. It enables LLMs to answer grammatical questions and retrieve specific Icelandic word forms using standard grammatical tags.

OpenAI MCP Server

Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.

Book Database MCP Server

Enables querying a curated book database using MCP tools to retrieve basic or detailed book information by ISBN or title, including batch lookups.

MongoDB MCP Server

Enables interaction with MongoDB databases through MCP protocol. Provides containerized deployment with Docker support for database operations and management.

repl-mcp

A persistent Python REPL MCP server for AI agents with stateful execution, real timeouts, crash isolation, and an MCP bridge to call other tools in the project.

mazingira-mcp

MCP server for Kenya environment — NEMA permits, climate data, conservation areas, environmental rights, climate adaptation.

kadenzo-mcp

Schedule, manage, generate, and analyze social posts across 11 networks (Instagram, TikTok, X, LinkedIn, YouTube, Facebook, Pinterest, Threads, Bluesky, Mastodon, Telegram) from any AI agent — 13 tools covering scheduling, media upload, AI caption generation, best-times, analytics, listening, and comments.

remote-admin-mcp

Enables AI assistants to manage remote servers via SSH with agentless command execution, file operations, and service management.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools, with secure OAuth authentication for managing clusters, executing SQL queries, and accessing workspace resources.

word-orb

Vocabulary intelligence MCP server — 162K words, 47 languages, definitions, IPA pronunciation, etymology, translations, and daily lessons. 19 tools for AI agents.

Sound Effects MCP

Plays sound effects (completion, newtype, and error sounds) in response to various situations like task completion, insights, or errors. Integrates with Claude Desktop to provide audio feedback for improved workflow efficiency and entertainment.

mcp-agent-opt

Provides code-aware context compression by stripping comments, docstrings, and whitespace while maintaining full logic fidelity for AI agents. It features tools for architectural mapping, symbol searching, and token-budgeted multi-file reading.

test

test