⚙️工作流自动化 MCP 推荐

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).

Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in 240+ countries.

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

Pre-trade DeFi intelligence: 24 paid x402 tools incl. 6 synthesis verdicts, USDC on Base.

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.

Brand atomic system over MCP: verbal, visual, motion, tokens, and a magic_trick taste primer.

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

Currents MCP — wraps the Currents API (currentsapi.services)

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

AI marketing skills for e-commerce brands: reports, campaign management, and creative generation.

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

Security scanner for MCP servers. SSRF, path traversal, injection, auth, secrets. Grade A-F.

Email infrastructure for AI agents — send, receive, search, and reply to email over MCP.

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

Smart accounts, x402 payments, on-chain reputation, and service discovery for AI agents

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.

Architecture-grounded query for AI agents. Governance constraints, system dependencies, evidence.

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

POWO (Plants of the World Online, by the Royal Botanic Gardens, Kew) MCP.

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

Rhea MCP — expert-curated database of biochemical reactions.

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

Official ACF® MCP server — Agentic Commerce Framework® governance copilot for AI assistants.

QuickGO (EBI) MCP — Gene Ontology browser.

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

Narrative & signal intelligence for AI agents: crypto/AI/macro convergence & divergence.

Human Protein Atlas (HPA) MCP — keyless.

Teamfight Tactics data & AI coaching for Claude and ChatGPT — 19 tools, built-in Riot key.

InvGate Service Desk MCP: 96 tools/11 domains, 3-tier access (none/support/full), OTel.

Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.

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

OSM Taginfo MCP — statistics on OpenStreetMap tags (keys and key=value pairs).

Tomorrow.io MCP — wraps the Tomorrow.io Weather API (api.tomorrow.io/v4)

VALORANT reference data MCP (valorant-api.com).

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

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

Generate answers & visualizations from your engineering data to track software development health.

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.