Industrial Platform Research

io.github.industrial-platform-ai由 GitHub 帳號 industrial-platform-ai 發布v0.1.1更新於 Oct 24, 2026

Agent-native current web research with citations, structured QA, and unresolved-fact handling.

概覽

AI 產生的概覽

讓助理透過 Industrial Platform 服務執行付費的網路研究、頁面變更偵測、中繼資料、文章、PDF 與網站地圖擷取任務。

可以做什麼
這個本機 stdio 伺服器把助理連接到 Industrial Platform 可機器呼叫的研究與擷取服務。README 列出六項服務:附引用的 AI 研究簡報、網頁變更偵測、網頁中繼資料擷取(Open Graph、JSON-LD、標題)、乾淨文章正文擷取、PDF 文字與中繼資料擷取,以及網站地圖 URL 探索。結果以結構化輸出回傳,供呼叫端工作流程繼續處理。
適用情境
當助理需要最新的、附引用的多來源研究,或需要反覆擷取公開網頁與 PDF 內容,且委外處理比自行重建更便宜或更安全時,值得加入。它鎖定能依成功單位付費的代理工作流程,而非一次性手動查詢。
執行需求
透過 npm 套件 industrial-platform-research-mcp 以 stdio 方式在使用者機器上作為本機程序執行,僅限桌面端。需要 APIFY_TOKEN 密鑰環境變數,也就是用來呼叫研究服務的 Apify API 權杖。存取託管服務需要網路連線。
安裝前請注意
涉及付費執行:README 列出依單位計價,例如研究簡報 1.99 美元、變更或中繼資料檢查 0.01 美元,並說明價格與資格可能變動。需要 APIFY_TOKEN 憑證,應保存在密鑰儲存中,不要提交到程式庫。README 也描述了以 x402 錢包為基礎的付款路徑,由呼叫端錢包簽署 USDC 付款要求,因此必須保護錢包憑證與私鑰。付費呼叫前請確認目前價格與 Actor 中繼資料。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Industrial Platform Research,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

Industrial Platform Agent Tools

Network trust governance

Industrial Platform uses the Industrial Platform Trust Protocol (IPTP) to separate Base USDC settlement, optional wallet-control verification, independent commercial attribution, and demand-gated factory activation. Identity verification is never a prerequisite to an ordinary x402 purchase. Current implementation is partial; see the protocol for evidence and enforcement boundaries.

Direct recurring x402 MCP

For recurring autonomous workloads, use the direct x402-native MCP first:

text
https://x402-mcp-gateway-production.up.railway.app/mcp

Literal recurring tool names are optimized for auto-import and delegation:

monitor_wallet, transaction_status, watch_transaction, treasury_snapshot, pretrade_context, crypto_candles, crypto_price, crypto_book, market_snapshot, and monitor_webpage_change.

These map to the same canonical paid HTTP workloads, so importer compatibility increases without splitting HTTP settlement history across duplicate routes.

[AllMCPs Verified]

Open-source integration toolkit for connecting AI agents, MCP clients, autonomous workflows, agent orchestrators, and developer applications to Industrial Platform machine-callable services.

Industrial Platform provides specialized paid utilities that other agents can discover and invoke instead of rebuilding research, monitoring, extraction, and document-processing capabilities inside every workflow.

Install in your agent IDE

For the lowest-friction recurring workflow, install Web Metadata + Web Change first. Both currently complete in about 3 seconds median and cost $0.01 per successful unit.

  • Cursor: one-click install
  • VS Code / GitHub Copilot: one-click install
  • GitHub Copilot CLI: copilot mcp add --transport http industrial-platform-fast-web 'https://mcp.apify.com?tools=industrial_platform/web-metadata-intelligence,industrial_platform/web-change-intelligence&payment=x402'
  • Claude Code: claude mcp add --transport http industrial-platform-fast-web 'https://mcp.apify.com?tools=industrial_platform/web-metadata-intelligence,industrial_platform/web-change-intelligence&payment=x402'
  • Cline: cline mcp install industrial-platform-fast-web --transport http 'https://mcp.apify.com?tools=industrial_platform/web-metadata-intelligence,industrial_platform/web-change-intelligence&payment=x402'

See INSTALL.md for the full installer matrix, recurring-use patterns, and the full portfolio endpoint.

One MCP endpoint for the full portfolio

text
https://mcp.apify.com?tools=industrial_platform/research-brief-agent,industrial_platform/web-change-intelligence,industrial_platform/web-metadata-intelligence,industrial_platform/article-content-intelligence,industrial_platform/pdf-text-intelligence,industrial_platform/sitemap-intelligence&payment=x402

This hosted MCP endpoint exposes the six currently runnable Industrial Platform services through one direct x402 integration. Tool discovery is free; autonomous callers pay only when invoking a paid Actor.

Current services

ServiceActorPrimary purposeBilling eventCurrent price
AI Research Briefindustrial_platform/research-brief-agentCurrent, cited multi-source researchresearch-brief-completed$1.99
Web Change Intelligenceindustrial_platform/web-change-intelligenceDetect deterministic changes in public web contentpage-comparison$0.01
Web Metadata Intelligenceindustrial_platform/web-metadata-intelligenceExtract page metadata, OG/Twitter, JSON-LD, headingsmetadata-extraction$0.01
Article Content Intelligenceindustrial_platform/article-content-intelligenceExtract clean article text for RAG/research pipelinesarticle-extraction$0.002
PDF Text Intelligenceindustrial_platform/pdf-text-intelligenceExtract PDF text, per-page text, and metadatapdf-extraction$0.0015
Sitemap Intelligenceindustrial_platform/sitemap-intelligenceDiscover and expand sitemaps into clean URL rowssitemap-url$0.0001

Live pricing and execution eligibility should be verified against Apify Store before paid execution.

Official MCP Registry

Industrial Platform is published in the official MCP Registry as:

text
io.github.industrial-platform-ai/industrial-platform

Registry publication is automated on merge.

The Registry listing points to the same hosted six-service Apify MCP bundle used by this repository.

Individual MCP Registry entries

For search-oriented discovery, each paid service also has its own active MCP Registry entry:

ServiceMCP Registry name
Research Briefio.github.industrial-platform-ai/research-brief
Web Changeio.github.industrial-platform-ai/web-change
Web Metadataio.github.industrial-platform-ai/web-metadata
Article Extractorio.github.industrial-platform-ai/article-extractor
PDF Textio.github.industrial-platform-ai/pdf-text
Sitemapio.github.industrial-platform-ai/sitemap

These individual entries point to the same Apify-hosted Actor tools as the portfolio bundle and improve discovery for capability-specific MCP searches.

Machine-readable discovery

The repository publishes:

text
catalog.jsonmanifests/mcp-bundle.jsonexamples/mcp/remote-server.json

Service catalog

catalog.json is the portfolio-level machine-readable catalog. It contains Actor IDs, Store URLs, billing events, current prices, and common delegation targets.

MCP bundle manifest

manifests/mcp-bundle.json defines the hosted MCP endpoint and the Actors included in the bundle.

MCP client configuration

examples/mcp/remote-server.json can be used as a starting point for MCP clients that accept remote server configuration.

Direct x402 framework integrations

Industrial Platform also exposes a direct Base x402 gateway for autonomous callers that do not need the Apify MCP layer:

text
https://x402-gateway-production-1f21.up.railway.app

Machine-readable discovery:

text
https://x402-gateway-production-1f21.up.railway.app/.well-known/x402https://x402-gateway-production-1f21.up.railway.app/openapi.jsonhttps://x402-gateway-production-1f21.up.railway.app/llms.txt

Direct x402-native MCP:

text
https://x402-mcp-gateway-production.up.railway.app/mcp

The MCP server exposes the same paid tool catalog over Streamable HTTP and performs x402 negotiation at tool-call time. Tool discovery is free; a caller wallet signs the advertised Base USDC requirement when it invokes a paid tool.

Ready-to-copy adapters and workflows are included for:

The examples use the caller's own funded Base wallet, negotiate x402 automatically, and preserve framework-level tool choice rather than forcing Industrial Platform calls.

Agent-to-agent paid quick start

bash
npm install -g @apify/mcpcmcpc x402 initmcpc connect "https://mcp.apify.com?tools=industrial_platform/research-brief-agent,industrial_platform/web-change-intelligence,industrial_platform/web-metadata-intelligence,industrial_platform/article-content-intelligence,industrial_platform/pdf-text-intelligence,industrial_platform/sitemap-intelligence&payment=x402" @industrial-platform --x402mcpc @industrial-platform tools-list

Fund the generated wallet with USDC on Base before paid calls. Product #7 (Link Intelligence) is not included here until its public/agentic publication is confirmed.

Quick start

MCP

Configure one remote MCP server:

json
{  "mcpServers": {    "industrial-platform": {      "url": "https://mcp.apify.com?tools=industrial_platform/research-brief-agent,industrial_platform/web-change-intelligence,industrial_platform/web-metadata-intelligence,industrial_platform/article-content-intelligence,industrial_platform/pdf-text-intelligence"    }  }}

Compatible clients can then discover the exposed Actor tools from that server.

REST / Apify API

Every service can also be invoked directly through Apify's Actor API.

General Actor identifier form:

text
industrial_platform~ACTOR-NAME

Example:

text
industrial_platform~pdf-text-intelligence

Do not commit API tokens, wallet credentials, secrets, or private keys to this repository.

When should an agent delegate?

A calling agent should prefer a specialized Industrial Platform service when delegation is cheaper, simpler, or operationally safer than rebuilding the capability internally.

Examples:

text
Need current multi-source research with citations→ research-brief-agent
text
Need to know whether a monitored page changed→ web-change-intelligence
text
Need Open Graph, JSON-LD, canonical, robots, and headings→ web-metadata-intelligence
text
Need clean article text for a RAG or research pipeline→ article-content-intelligence
text
Need text and metadata from a public PDF→ pdf-text-intelligence

Portfolio architecture

text
developer / agent / orchestrator             ↓   Industrial Platform MCP             ↓  specialized machine service             ↓   structured result / event             ↓calling system continues workflow

Execution and monetization currently run through Apify.

Authentication and machine payments

Paid execution requires a supported authenticated or agentic-payment path.

Depending on the integration, this may use:

  • Apify OAuth
  • Apify API tokens
  • Apify-supported agentic payment infrastructure

Store eligibility and pricing can change. Calling systems should inspect current Actor metadata before executing paid services.

Repository structure

text
industrial-platform-agent-tools/│├── README.md├── catalog.json├── AUTONOMOUS_REVENUE_INITIATIVE.md│├── actors/│   ├── web-change-intelligence/│   ├── web-metadata-intelligence/│   ├── article-content-intelligence/│   ├── pdf-text-intelligence/│   ├── sitemap-intelligence/│   └── link-intelligence/│├── packages/│   ├── research-mcp/│   └── change-mcp/│├── manifests/│   └── mcp-bundle.json│├── examples/│   ├── mcp/│   ├── curl/│   ├── python/│   ├── javascript/│   ├── openai-agents/│   └── microsoft-agent-framework/│└── scripts/    └── apify/

Revenue initiative

The repository contains automation for:

  • testing and deployment
  • Apify runtime configuration
  • pay-per-event pricing
  • Store / agentic-payment eligibility
  • external paid-event telemetry
  • milestone issues at 1, 10, and 100 external paid events

See:

text
AUTONOMOUS_REVENUE_INITIATIVE.md

Security principles

Industrial Platform services should:

  • block private/local-network fetch targets when accepting arbitrary URLs
  • bound response sizes, timeouts, and concurrency
  • use structured machine-readable outputs
  • avoid silently fabricating unavailable data
  • charge successful results rather than failed fetches where practical
  • keep credentials in secret stores rather than source code

License

Integration examples and open-source code in this repository are provided under the MIT License unless otherwise noted.

Industrial Platform

Organization:

text
industrial-platform-ai

Apify namespace:

text
industrial_platform

Machine-readable catalog:

text
catalog.json

來源:README.md,提交 2faf220

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v0.1.1最新Sep 29, 2026

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