发现优秀的 MCP 服务器

model-gateway

MCP server for discovering and cataloging generative AI models, enabling agents to search by modality, view pricing/terms, and manage contracts with providers via Beckn-aligned APIs.

github-mcp-lite

A lightweight MCP server for GitHub with nine essential tools for reading files, managing pull requests, and creating issues, using personal access token authentication.

pycharm-code-quality-mcp

Connects AI coding assistants to PyCharm's code quality inspections and optionally SonarQube for IDE, providing unified, de-duplicated code analysis results without uploading source code.

tubekit-mcp

A compliance-aware MCP server for YouTube publishing, analytics, and creator insights. Every action is gated, metered, and audited before touching a channel.

Neo4j MCP Knowledge Graph Server

A containerized FastAPI + MCP server that lets LLM agents inject structured entities and relationships into a Neo4j graph database with safe Cypher execution.

server-memory

A local-first MCP server for durable agent memory using SQLite and FTS5, enabling knowledge graph storage, search, and recall for AI agents.

Statsig MCP Server

Enables AI assistants to interact with Statsig's feature management and experimentation platform, allowing them to check feature flags, retrieve configurations, get experiment assignments, and log events.

@tiberriver256/docs-to-mcp-cli

一个命令行实用程序，可以将你的文档转换为一个标准输入输出 (stdio) MCP 服务器。

Sprintra

AI-native project management with persistent memory for coding agents. 17 MCP tools for features, stories, sprints, architecture decisions, knowledge base, and session tracking.

Mathematical Calculator MCP Server

一个模型上下文协议 (MCP) 服务器，为 Claude 提供高级数学计算能力。

Stript MCP Bridge

Anonymizes documents via the Stript desktop app locally, ensuring personal data never enters the conversation. Provides tools to anonymize files and clipboard content, fetch results, and restore original values to local files.

morsel

Enables logging food meals by letting AI assistants analyze food photos and write structured meal data via MCP tools to a shared store, which can then be viewed in a dashboard.

vocaloid6-mcp

MCP server that enables AI to compose melodies and generate VOCALOID6 project files (.vpr/.vsqx), with tools for MIDI conversion, lyric correction, and opening projects in the VOCALOID6 editor.

PVGIS MCP

MCP server that estimates photovoltaic production using the European Commission's PVGIS API, deployed on Cloudflare Workers for serverless, free-tier operation.

TikTapDown MCP

TikTok creator toolkit for AI assistants. Four tools: download watermark-free videos by URL, look up curated 15-hashtag sets for 15 niches with strategy tips, retrieve best posting times for 12 countries, and generate viral hook formulas across 8 categories. Stdio transport, runs via npx -y tiktapdown-mcp, no API keys, no signup, free. MIT license.

Persona Switcher MCP Server

Dynamic AI persona management for Claude with file-based storage. Switch between different AI personas mid-conversation or start conversations with pre-configured personas.

Context Travel MCP

Enables Claude agents to checkpoint their context state and reset back to saved points with handoff messages, maintaining clean context windows during complex tasks by avoiding fragmented summaries from compactions.

Solematica

Solar estimates, provider comparison, energy prices and blog for Italy. 6 MCP tools for the Italian solar market.

Google Calendar MCP

Enables AI assistants to view, create, update, search, and manage Google Calendar events, including multi-account support and availability checks.

Habitify MCP Server

Enables AI assistants to integrate with the Habitify API for tracking habits, managing mood logs, creating notes, and automating habit tracking workflows.

TAP Insights MCP

Connects TikTok accounts to Claude, enabling analysis of account data for branding and affiliate marketing.

Casino Kings MCP Server

Wraps bitcoincasinokings.com APIs to enable natural language queries for casino data, brand search, and live bonuses.

app.wishpool/korea-payments-mcp

Lets AI agents accept Korean payments (cards, KakaoPay, NaverPay, Toss Pay, virtual accounts, bank transfers, carrier billing) via Toss Payments hosted checkout using a stateless, bring-your-own-credentials MCP server.

stacktree-mcp

Enables publishing and managing HTML artifacts on stacktr.ee directly from MCP clients like Claude Desktop.

AITuber MCP Server

Create AI-powered videos from any MCP-compatible client. Generate videos with AI narration, visuals, and synced captions for short-form and long-form content.

PixVerse MCP

Enables video generation from text, images, and more through MCP-compatible apps like Claude and Cursor.

ElevenLabs MCP Server

Official ElevenLabs Model Context Protocol server that enables AI assistants like Claude to interact with Text to Speech and audio processing APIs, allowing them to generate speech, clone voices, transcribe audio, and create soundscapes.

SAP CPI MCP Server

Enables AI agents to interact with SAP Cloud Integration (CPI) by exposing CPI APIs as MCP tools for inspecting metadata, runtime artifacts, message logs, and failed messages.

io.github.daedalus/mcp-shodan

MCP server that exposes Shodan API for host information, search, alerts, scanning, and exploit data.