发现优秀的 MCP 服务器

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.

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.

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.

PVGIS MCP

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

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.

@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.

Solematica

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

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.

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.

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.

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.

io.github.daedalus/mcp-shodan

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

resolve-mcp

An MCP server that gives Claude Code hands inside DaVinci Resolve Studio, enabling project management, status checks, snapshots, and arbitrary Python scripting via the Resolve API.

TAP Insights MCP

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

mcp-apollo-config

Enables querying and editing configuration items in Apollo Config Center using portal login, with support for multiple environments, clusters, and namespaces.

Casino Kings MCP Server

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

Weekly Planning Assistant MCP

Provides intelligent weekly schedule analysis from Google Calendar, including day-by-day breakdowns, workout suggestions, office day detection, and scheduling problem identification through natural language queries.

mcp_shell_tools

A full-featured MCP server for local development with filesystem, shell, editor, session persistence, and security features.

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.

co-eli-mcp

Enables searching and verifying citations of Colombian Constitutional Court decisions using datos.gov.co open data, returning metadata such as magistrate, date, and relatoria URL.

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.