⚙️工作流自动化 MCP 推荐

MCP uptime, schema, auth, and SLA receipt monitoring.

Copilot connector permission audits with owner signoff receipts.

Discover 356K+ restaurants in 20 countries: search, reviews, cultural context, time-based offers.

UK property finance: bridging cost, dev appraisal, BTL stress test, stamp duty (SDLT/LBTT/LTT).

balldontlie.io NBA stats (free API key required)

Lens.org patent + scholarly search (free academic key required)

Generic Opendatasoft portal client (3000+ public OpenDataSoft instances)

Human Phenotype Ontology — clinical phenotype terms + gene/disease annotations

Go module proxy — module info, versions, go.mod

Figshare research outputs (datasets, papers, posters)

Zenodo (CERN) open research data repository

Inspect local audio files — playback, metadata, loudness, spectrogram.

MCP server registry — validated by live handshake, scored on reliability, monitored continuously.

MCP server for deterministic mock generation and API contract scaffolding using Zod schemas

Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit card.

MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station observations.

Policy-gated x402 MCP for agent workflows with TEE receipts, 18 tools, and no custody.

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

AI consulting agency for regulated industries. Scope a PoC, query compliance, request a proposal.

Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — search, verify, pay.

MCP server for no-payment x402 surface triage, 402 Index health checks, and paid review handoff.

12-layer security configs for AI coding agents. Autonomous purchase via x402 (USDC on Base).

First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.

Australian ingredient scanner MCP — 21k+ AU products, 237 chemical rules, 17 condition tags.

Parallel regex across all Boolsai scans — discover new vendor patterns, niche signals. 4 tools.

Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.

Create and manage virtual trade shows (halls, stands, conferences) and reference physical events.

Offline speech-to-text & speaker diarization MCP server: transcribe audio on-device, no cloud

Deploy AI user personas to validate user journeys at scale. Find UX friction before real users do.

Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools.

Sales-agent MCP for Demand Discovery AI. Validate startup ideas with behavioral signals.

Verity RMS — AI-powered investment research management. Search your notes, meetings, and research.

MarkItUp AI image annotation and marketing-visual generator (variations, outpaint, bg-removal).

AI gateway for calling APIs: discover tools, get credentials, execute tasks.

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

Kadam advertising platform — manage ads, campaigns, creatives, audiences and stats

Options analytics: 17 pricing models, 17 Greeks, GEX, IV, 23 screeners, unusual, dark pool, max pain

Search Google Scholar for academic papers, citations, and author profiles.

Find local businesses on Google: name, address, phone, hours, ratings, and photos.

Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvisor reviews.

Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorages, POIs for AI.

Zoom Team Chat server for channels, messages, contacts, and chat collaboration.

Zoom Revenue Accelerator server for sales insights, conversations, and deal intelligence.

Zoom Whiteboard server for creating boards and diagrams and locating existing boards.

Zoom Docs server for creating and retrieving Zoom documents and notes in Markdown.

Zoom workspace server for meetings, chat, docs, recordings, and AI-generated collaboration content.