发现优秀的 MCP 服务器

vibe-guard

MCP server that provides project guardrails including prior art research, project status checks, next task retrieval, and quality gate enforcement for AI-assisted development.

Telegram Notifier MCP Server

Enables AI agents to send notifications and media (text, photos, documents, videos) via a Telegram bot.

AgenticMail

Real email and SMS for AI agents. Run a local mail server with disposable inboxes — agents send and receive real email, fetch verification codes, and drive a real inbox without going through any third-party email API.

shorthand-mem

Semantic compression MCP server that reduces document token usage by 60-80% using structured symbolic notation, enabling Claude to efficiently store, retrieve, diff, and summarise documents across PRD, CODE, PAPER, and MEETING domains.

spoooler

Enables local-first Instagram reel production entirely over MCP, turning raw footage, URLs, or topics into finished reels with script generation, stock media, voiceover, and captions.

Strety MCP Server

Enables Claude Code to manage Strety todos and people via read/write tools with OAuth token auto-refresh.

faida-mcp

Enables access to Kenya capital markets data and guidance, including treasury bonds, NSE equities, unit trusts, and diaspora investment tools.

OpenAI Image MCP Server

Enables conversational image generation, editing, and refinement through OpenAI models with session memory for iterative creative workflows.

Clipboard MCP

Provides tools for reading and writing system clipboard data across Linux, macOS, Windows, and WSL platforms.

MCP-to-MCP Tic-Tac-Toe

Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a shared tool and an SSE relay. The server facilitates agent-to-agent communication by holding tool responses until the opponent makes a move, managing the game state in real-time.

AIND Metadata MCP Server

Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data assets through MongoDB queries, aggregation pipelines, NWB file exploration, and AI-powered data summaries.

Bakery Data MCP Server

Provides access to bakery POS transaction data, product catalogs, and sales analytics from SQLite database through natural language queries and custom SQL execution.

url-manager-mcp

Enables AI agents to manage bookmarks (webpages, articles, videos) on behalf of users, including registration, categorization, tagging, and sharing.

Whimsical MCP Server

镜子 (jìng zi)

mcp-budget-server

An MCP server for advertising estimate analysis that calculates billing, outsourcing costs, net revenue, and margin rate from various currency formats.

ts-code-awareness

A static-analysis knowledge base for TypeScript/NestJS codebases, served to AI agents over MCP for understanding code without hallucination and excessive token usage.

Prosp MCP Server

MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, messaging, and analytics programmatically.

Claude Viewer

Enables querying and analyzing Claude Desktop/Code conversation history across all users on a machine, including conversation search, token usage statistics, model/tool insights, and opening a web dashboard for detailed visualization.

vibevoice-asr

Local speech-to-text transcription using Microsoft's VibeVoice-ASR model with speaker diarization, enabling audio transcription directly in AI tools like Claude Code, Cursor, and OpenCode.

Quicken Mac MCP

Provides read-only access to Quicken for Mac financial data, allowing users to query accounts, transactions, and spending trends through natural language. The server functions by reading the local SQLite database directly while the Quicken application is open.

mcp-wl-vat

MCP server for querying the Polish VAT taxpayer white list via the official Ministry of Finance API. Enables search by NIP, REGON, or bank account, and verification of NIP-bank account pairs, with built-in daily limit protection.

MCP Server

A Node In Layers package that simplifies creation of MCP (Model-Control-Protocol) servers with tools for defining models, adding CRUD operations, and interacting with clients.

pdfmux

PDF extraction that actually works. The only extractor that audits every page. #2 on opendataloader-bench. 5 MCP tools for AI agents: metadata, convert, analyze, batch, structured extraction.

MCP Firebird

Enables Large Language Models like Claude to access, query, analyze, and manage Firebird SQL databases with support for schema inspection, performance analysis, and database operations through the Model Context Protocol.

Abuse.ch Threat Intelligence MCP Server

Enables querying threat intelligence data about files, URLs, IPs, and domains from multiple abuse.ch platforms (MalwareBazaar, URLhaus, and ThreatFox) through a unified API. Provides comprehensive security reports and threat analysis data for cybersecurity investigations.

Kybase

A self-hosted knowledge base that provides persistent memory for AI agents via MCP, enabling note management, semantic search, and graph-based knowledge exploration.

mcp-amazon-sp-api

MCP server that exposes the Amazon Selling Partner API to Claude Desktop and any other MCP client. It wraps the python-amazon-sp-api SDK and ships 55+ tools across 19 SP-API scopes with automatic pagination, throttle-aware retry and multi-marketplace support.

Android UI Assist MCP Server

Enables AI agents to capture screenshots from Android devices and emulators, and manage connected devices for UI analysis and testing. Supports device listing, screenshot capture, and integrates with Claude Desktop, Gemini CLI, and GitHub Copilot.

shiori-mcp

Enables interaction with Shiori, a self-hosted bookmark and read-it-later manager, for managing bookmarks and tags.