📁文件系统 MCP 推荐

Explore, analyze, and decompile Java JAR files via MCP

Generate AI UGC videos with talking heads, B-roll, and subtitles.

Connect your Zotero reference library to AI assistants via Model Context Protocol.

Production-ready MCP server for Greenhouse with 175 tools for recruiting teams

Interaction profile registry for AI agents. Log interactions, query behavioral lenses.

317-tool agentic MCP production system for Ableton Live 12 — device atlas, sample engine, composer

Search builder roles - jobs where one person owns engineering, product, and QA end-to-end.

Self-custodial crypto portfolio: read EVM DeFi, sign on Ledger via WalletConnect.

Make your brand machine-readable. Extract identity from any website into tokens and policies.

Proximity-based card fraud detection with AI risk scoring.

WhatsApp booking, staff coordination, and invoice recovery for services.

Monitor Reddit and Nairaland for product keywords with AI drafts.

Reddit and Nairaland keyword monitoring with AI reply drafts.

AI contract scope violation detector. Detect scope creep, draft responses.

Generate 27 legal document types across 18 jurisdictions via Ebenova API.

Agent-native web hosting — deploy sites, manage DNS, register domains, scale infrastructure

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

Lease analysis: flag illegal/risky clauses by jurisdiction (ontario, bc, nyc, texas, general).

WhatsApp MCP for macOS - Read messages from local DB, send via WhatsApp Web.

Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/IRA, Monte Carlo.

Search and cite ASTGL articles about MCP servers, local AI, and AI automation.

Verified knowledge base for AI agents — stop hallucinations with certified facts.

Search 3,500+ US universities, check admission chances, financial aid, and build college lists.

MCP server for DECIMER image-to-SMILES chemical structure recognition

Persistent state for AI agent workflows. Save, resume, and replay multi-step workflows.

Forex broker data, comparisons, recommendations & live rates for AI agents.

125+ browser tools for PDF, Image, Video, Audio, AI, Scanner. Files never leave your device.

MCP server for TemplateFox PDF generation API - Generate PDFs from templates via AI assistants

An MCP server that gives LLMs persistent, searchable semantic memory

DACH accounting for AI: connect sevDesk & Lexoffice to create invoices, contacts, vouchers.

113 MCP tools: oracle, escrow, compliance, remittance, AI. 12 free tools, PAYG $0.001/call.

Generate styled QR codes, manage dynamic short links with analytics, and publish landing pages.

Provides UX capabilities to enhance the design output and understanding of AI systems.

Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.

The most complete Godot 4 MCP: secure sandbox, 40+ tools (projects–runtime), major MCP clients.

Public holiday data for 30+ countries. Check holidays, working days and calendars via AI assistants.

MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP clients

Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.

Buda.com market data: prices, spreads, OHLCV, order books, trades, and volume for CLP, COP, PEN.

AI-native team workspace — tables, documents, workflow automation, live dashboards & analytics

Check app review status, read reviews, download sales reports from App Store Connect

Live NCAA DI college baseball scores, standings, schedules, rankings, and sabermetrics.

RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capability discovery.

US liquor license compliance records (CA, TX, NY, FL, IL) with verifiable provenance.

Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenance.

Query MRR, churn, and revenue from Stripe, Gumroad & Lemon Squeezy in Claude