Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
x402 clean article text and metadata for AI/RAG. $0.002 per successful article.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.apify.com?tools=industrial_platform/article-content-intelligence&payment=x402터미널에서 이 명령어를 실행하세요
claude mcp add --transport http article-extractor 'https://mcp.apify.com?tools=industrial_platform/article-content-intelligence&payment=x402'프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"article-extractor": {
"url": "https://mcp.apify.com?tools=industrial_platform/article-content-intelligence&payment=x402"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"article-extractor": {
"type": "http",
"url": "https://mcp.apify.com?tools=industrial_platform/article-content-intelligence&payment=x402"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.apify.com?tools=industrial_platform/article-content-intelligence&payment=x402메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 industrial-platform-ai 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.2)은 38일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
For recurring autonomous workloads, use the direct x402-native MCP first:
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.
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.
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.
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 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 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.
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.
| Service | Actor | Primary purpose | Billing event | Current price |
|---|---|---|---|---|
| AI Research Brief | industrial_platform/research-brief-agent | Current, cited multi-source research | research-brief-completed | $1.99 |
| Web Change Intelligence | industrial_platform/web-change-intelligence | Detect deterministic changes in public web content | page-comparison | $0.01 |
| Web Metadata Intelligence | industrial_platform/web-metadata-intelligence | Extract page metadata, OG/Twitter, JSON-LD, headings | metadata-extraction | $0.01 |
| Article Content Intelligence | industrial_platform/article-content-intelligence | Extract clean article text for RAG/research pipelines | article-extraction | $0.002 |
| PDF Text Intelligence | industrial_platform/pdf-text-intelligence | Extract PDF text, per-page text, and metadata | pdf-extraction | $0.0015 |
| Sitemap Intelligence | industrial_platform/sitemap-intelligence | Discover and expand sitemaps into clean URL rows | sitemap-url | $0.0001 |
Live pricing and execution eligibility should be verified against Apify Store before paid execution.
Industrial Platform is published in the official MCP Registry as:
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.
For search-oriented discovery, each paid service also has its own active MCP Registry entry:
| Service | MCP Registry name |
|---|---|
| Research Brief | io.github.industrial-platform-ai/research-brief |
| Web Change | io.github.industrial-platform-ai/web-change |
| Web Metadata | io.github.industrial-platform-ai/web-metadata |
| Article Extractor | io.github.industrial-platform-ai/article-extractor |
| PDF Text | io.github.industrial-platform-ai/pdf-text |
| Sitemap | io.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.
The repository publishes:
catalog.json
manifests/mcp-bundle.json examples/mcp/remote-server.json
catalog.json is the portfolio-level machine-readable catalog. It contains Actor IDs, Store URLs, billing events, current prices, and common delegation targets.
manifests/mcp-bundle.json defines the hosted MCP endpoint and the Actors included in the bundle.
examples/mcp/remote-server.json can be used as a starting point for MCP clients that accept remote server configuration.
Industrial Platform also exposes a direct Base x402 gateway for autonomous callers that do not need the Apify MCP layer:
https://x402-gateway-production-1f21.up.railway.app
Machine-readable discovery:
https://x402-gateway-production-1f21.up.railway.app/.well-known/x402
https://x402-gateway-production-1f21.up.railway.app/openapi.json https://x402-gateway-production-1f21.up.railway.app/llms.txt
Direct x402-native MCP:
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.
npm install -g @apify/mcpc
mcpc x402 init mcpc 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 --x402 mcpc @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.
Configure one remote MCP server:
{
"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.
Every service can also be invoked directly through Apify's Actor API.
General Actor identifier form:
industrial_platform~ACTOR-NAME
Example:
industrial_platform~pdf-text-intelligence
Do not commit API tokens, wallet credentials, secrets, or private keys to this repository.
A calling agent should prefer a specialized Industrial Platform service when delegation is cheaper, simpler, or operationally safer than rebuilding the capability internally.
Examples:
Need current multi-source research with citations
→ research-brief-agent
Need to know whether a monitored page changed
→ web-change-intelligence
Need Open Graph, JSON-LD, canonical, robots, and headings
→ web-metadata-intelligence
Need clean article text for a RAG or research pipeline
→ article-content-intelligence
Need text and metadata from a public PDF
→ pdf-text-intelligence
developer / agent / orchestrator
↓ Industrial Platform MCP ↓ specialized machine service ↓ structured result / event ↓ calling system continues workflow
Execution and monetization currently run through Apify.
Paid execution requires a supported authenticated or agentic-payment path.
Depending on the integration, this may use:
Store eligibility and pricing can change. Calling systems should inspect current Actor metadata before executing paid services.
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/
The repository contains automation for:
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요