📁文件系统 MCP 推荐

Guesty property-management MCP. 23 free read-only tools live; 43 total (Pro+Enterprise) at v1.0.

Read-only MatFlow data: pricing, competitors, features, FAQs for combat-sports gyms.

MCP server for the entire Apple ecosystem — 123 tools across 14 modules. macOS only.

Apple-native MCP server - 272 tools across 29 modules. HITL, audit log, rate limits. macOS only.

Outlook & OneDrive MCP: personal & enterprise tools for mail, calendar, contacts, tasks, files

Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sellers, top shops.

Turn prototype feedback into product decisions that your whole team can trace.

Read-only MCP/agent-gateway readiness scanner — scores a repo across 7 security dimensions.

Complete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API

Schedule tasks for later from your AI agent: reminders, delayed webhooks, recurring jobs.

Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale.

E-signatures for agents: mint a sandbox key, send PDFs, track status, download the sealed result.

Verified US tax and money decision tools: verdict plus a pre-filled deep link to the full page.

Verify a document's citations resolve and match, recheck its math, flag unsupported claims.

Detect AI-generated text: the probability a document's prose was LLM-written, with the tells.

MCP instruction indexing server with search, CRUD, validation, and cross-repo knowledge promotion.

One memory, every AI. A shared, user-owned markdown memory your AI clients read and write over MCP.

Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).

Quant sports-betting analytics: free projections, live track record, methodology (12 leagues).

Grantd MCP server: let your AI agent act on a user's behalf across third-party APIs via OAuth.

EMDB (EBI Electron Microscopy Data Bank) MCP — keyless.

Generate invoice and receipt PDFs from JSON. Agent-callable document API with a free demo quota.

Resemble AI: deepfake detection, media intelligence, and watermarking actions, plus docs tools.

Search commercial real estate listings. Reads need no token; authoring is self-serve OAuth (DCR).

Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.

EBI BioSamples MCP.

Cited UK flat due diligence from a Rightmove link: sold prices, lease, EPC, safety, verdict.

Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.

AI-native local business data. Find businesses, browse menus, check ratings, and place orders.

Apple Foundation Models on-device. Generate, summarize, classify via Apple Intelligence.

Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.

Transformation readiness gaps and initiative risk signals for AI agents and enterprise change leads.

A verified dependency-audit verdict any AI agent can call over MCP, not a raw scan.

EBI Complex Portal MCP.

Victoria and Albert Museum (V&A) Collections MCP.

IntAct (EBI) molecular-interaction database MCP. Keyless.

IUPHAR/BPS Guide to PHARMACOLOGY (GtoPdb) MCP — keyless.

Human Protein Atlas (HPA) MCP — keyless.

Clockify time-tracking MCP: 112 tools across 18 domains, read-only by default with opt-in writes.

Read-only MCP server for Belarusian securities: tokens, shares, bonds, companies.

Reference data for prediction markets: graded resolution clarity, cross-venue links, provenance.

Agent-callable Paystack for African commerce. Ten tools, integer-kobo money, NDPA-compliant.

Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: send_notification.

nol MCP server -- search, cited Q&A, and pages over your team's knowledge base

Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.

Search 142,000+ U.S. employment-law court rulings, attorney directory, and rights data.