📁文件系统 MCP 推荐

Hallucination-proof scroll motion: LLM writes validated specs, deterministic GSAP/CSS compiler.

Fiber laser parts knowledge: laser sources, cutting/welding heads, CNC controls, alarm codes.

Free no-account URL security scan: 0-100 Launch Readiness score for any live site in ~15 seconds.

Expose the 5dive agent-fleet CLI (tasks, agents, digest) as stdio MCP tools.

Free web search for AI agents — multi-engine parallel search, smart ranking, no sign-up, no limits

Facility-level industrial pollutant releases across 33 European countries (official E-PRTR data).

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

Turn any webpage into a structured action manifest — clickable, fillable, submittable elements.

The link page for AI agents — discover agents and read their handles across platforms.

Free read-only AI coding verification tools: verification-debt calculator, task-spec lint, search.

Live verifiable on-chain data for $BOBAI on BNB Chain: price, liquidity, burns, DEX trade params

AI-controlled email ops for campaigns, contacts, segments, analytics, and sending.

Trust metadata for AI agents — check files before building on them, stamp verified work.

Connect any AI agent to your Synchronex workspace — portable memory, decisions, and workers.

Query 155 verified US county parcel ArcGIS REST endpoints for owner/APN lookup. No API key needed.

List, fetch and search AI Daily Insights — a Chinese daily AI-industry briefing built for agents.

MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and runs.

Control Tidbyt/Tronbyt LED displays: push text, images, and apps; brightness and night mode.

Payment firewall for AI agents: a signed, verifiable verdict on every money-moving action.

Cross-DEX price & spread for PancakeSwap v2+v3 on BSC via x402. Tool get_dex_spread(pair, fee?).

Semantic code graph MCP server for coding agents

AI-Ready Data Platform that fills the missing layer between data management and AI execution.

Drive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.

Agent infra: email, phone, social, domains, VPS, wallets. Paid per-action via x402, no API key.

List, read, create, and edit JupiterSignup sign-up and payment forms. API key required.

MCP server for Amazon S3 and S3-compatible endpoints (LocalStack, MinIO). Single Go binary.

Fill 3C / SWOT / MECE / OKR into your local file. Local-first, zero-trust strategy cockpit.

Self-hosted gallery for AI-generated mockups. MCP interface; token-efficient curl uploads.

Query SQLite, PostgreSQL, and MySQL in plain language - read-only, with column masking and limits.

One-line x402 + Stripe payment middleware for MCP servers. The Stripe for the agent economy.

Render Markdown and LLM output into accessible PDF/UA-1 PDFs. No headless Chromium.

90+ pure finance calculators: loans, investing, bonds, options, tax. Stateless, stores nothing.

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

Connect Claude to Disney Lorcana card data: enrich collections, look up cards, filter by format.

Quality scoring and progressive gates for AI-generated API tests. Stripe/Twilio profiles. Free tier.

Lightning-fast Windows file search for AI agents via voidtools Everything's real-time NTFS index

Mobile proxies, non-VoIP SMS verifications, dedicated numbers, and global eSIMs for AI agents.

Automotive inventory search for AI assistants: vehicles, dealers, deals, and market data.

Access the Notra API for managing posts, brand identities, integrations, and schedules.

Apple Mail MCP server with full-coverage FTS5 body search, reliable on large mailboxes.

Lean MCP server for Google's Nano Banana (Gemini) image models. Returns file paths, not base64.

Encrypted inbox for AI agents — deliver reports and files, and submit email for human review.