Industrial Platform Research

io.github.industrial-platform-ai由 GitHub 账号 industrial-platform-ai 发布v0.1.1更新于 Oct 24, 2026

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

概览

AI 生成的概览

让助手通过 Industrial Platform 服务执行付费的网络研究、页面变更检测、元数据、文章、PDF 和站点地图提取任务。

可以做什么
这个本地 stdio 服务器把助手连接到 Industrial Platform 的可机器调用研究与提取服务。README 列出六项服务:带引用的 AI 研究简报、网页变更检测、网页元数据提取(Open Graph、JSON-LD、标题)、干净文章正文提取、PDF 文本与元数据提取,以及站点地图 URL 发现。结果以结构化输出返回,供调用方工作流继续处理。
适用场景
当助手需要最新的、带引用的多来源研究,或需要反复提取公开网页与 PDF 内容,且委托这些工作比自行重建更便宜或更安全时,值得添加。它面向能够按成功单元付费的智能体工作流,而非一次性手动查询。
运行要求
通过 npm 包 industrial-platform-research-mcp 以 stdio 方式在用户机器上作为本地进程运行,仅限桌面端。需要 APIFY_TOKEN 密钥环境变量,即用于调用研究服务的 Apify API 令牌。访问托管服务需要网络连接。
安装前请注意
涉及付费执行:README 列出按单元计价,例如研究简报 1.99 美元、变更或元数据检查 0.01 美元,并说明价格与资格可能变化。需要 APIFY_TOKEN 凭据,应保存在密钥存储中,不要提交到代码库。README 还描述了基于 x402 钱包的支付路径,由调用方钱包签署 USDC 支付要求,因此必须保护钱包凭据和私钥。付费调用前请核实当前价格与 Actor 元数据。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Industrial Platform Research,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

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

来源:README.md,提交 2faf220

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.1.1最新Sep 29, 2026

评分

已满足适用检查项的 50%

该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。

  • 近 30 天内可连通25 分

    请保持端点能够响应 MCP 握手;SourceWeft 每 30 天探测一次。

  • 已声明认证方式10 分

    请在注册中心条目中声明凭据请求头,或保持端点能够响应探测,以便判定其认证方式。

  • 已列出工具15 分

    请让服务器在无凭据时响应 tools/list,或发布可在沙箱中无凭据启动的软件包。

  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分