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Industrial Platform Research

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

Connector by industrial-platform-ai · GitHub account verified by the MCP Registry

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About

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

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
64 read · 7 write · 0 delete · 28 not yet classified
Secrets
1 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 99

Read from the source code; the running server may list different tools.

Read 64 · Look things up without changing anything.

  • agent-procurement-quote
  • agent-transaction-watch
  • agent-treasury-snapshot
  • agent-wallet-monitor
  • authorized-endpoint-health
  • base-gas-execution-fee-preflight
  • canonical-crypto-spot-price
  • chain-erc20-allowance
  • chain-gas-state
  • chain-transaction-status
  • chain-wallet-activity
  • check_web_change
Show 52 more tools
  • convertUrlToMarkdown
  • crypto-24h-stats
  • crypto-market-snapshot
  • crypto-price
  • crypto-recent-trades
  • detectWebpageChange
  • dns-lookup
  • erc20-allowance-delta
  • extract-article
  • extract-entities
  • extractWebpageMetadata
  • gas_price
  • hash
  • hex-decode
  • hex-encode
  • hmac
  • html-links
  • html-metadata
  • html-to-markdown
  • http-headers-security
  • http-status
  • industrial_sentinel_status
  • industrial-platform-chain-erc20-balance
  • industrial-platform-chain-live-balance
  • industrial-platform-chain-native-balance
  • industrial-platform-change
  • industrial-platform-crypto-snapshot
  • industrial-platform-markdown
  • industrial-platform-metadata
  • json-schema-validate
  • material-web-change
  • metadata-single
  • monitor_webpage_change
  • multi-digest-checksum
  • product-price-intelligence
  • querystring
  • research_web
  • robots-check
  • search-the-web-for-x402-adoption
  • sec-company-lookup
  • sec-key-financial-facts
  • sec-recent-filings
  • slugify
  • timezone-convert
  • transaction-terminal-outcome
  • unit-convert
  • url-inspect
  • url-to-markdown
  • wallet-balance-cdp
  • web-monitoring-snapshot
  • web-reader
  • webpage-links

Write 7 · Create, change, send or run things.

  • agent-evidence-fingerprint
  • crypto-top-of-book
  • html-to-text
  • industrial_sentinel_run_now
  • text-chunk
  • text-diff
  • text-stats

Not yet classified 28 · We could not tell from the name and description.

  • agent-analysis
  • agent-multi-site-change-report
  • agent-pretrade-context
  • agent-receipt-finality-report
  • agent-verification-preflight
  • base-usdc-receipt-proof
  • base64
  • base64-decode
  • base64-encode
  • canonical-crypto-ohlcv
  • canonical-web-scrape
  • chain-block-number
Show 16 more tools
  • chain-erc20-balance
  • chain-live-balance
  • chain-native-balance
  • crypto-candles
  • industrial-platform-chain-block-number
  • json-canonicalize
  • json-repair
  • jwt-decode
  • rss-to-json
  • sitemap-urls
  • url-encode-decode
  • uuid-generate
  • wallet_balance
  • web-intelligence-dossier
  • x402-payment-diagnostic
  • x402-payment-intent-assurance

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • APIFY_TOKEN

Files it touches

  • Any path the agent passes to its tools

Tools (99)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • agent-analysis

    Industrial Platform agent event analysis: turn text into structured digests, operational priority triage or action lists. Purpose-built, not a generic model API. Fixed $0.003 USDC/call on Base via x402. Text <=4000 UTF-8 bytes, response <=384 tokens. Requires operator-funded and enabled inference.

  • agent-evidence-fingerprint

    Create a timestamped content fingerprint of client-provided claims and source URL with explicit unsigned/unverified provenance. No fabricated signed attestation.

  • agent-multi-site-change-report

    One capped comparison of two or three public websites against caller supplied SHA-256 baselines. Returns distinct per-site changes and next-run hashes. No unattended polling or crawler triggering.

  • agent-pretrade-context

    Pre-trade context bundle for autonomous crypto agents: wallet balance, allowance, gas, realtime price, 24h statistics and best bid/ask. Call immediately before every automated trade, swap or payment and refresh again before the next execution. Data only.

  • agent-procurement-quote

    Compare independently supplied, explicitly attributed supplier quotes by quoted cost; does not execute external purchasing or claim live supplier verification.

  • agent-receipt-finality-report

    Combine a Base USDC seller receipt check with onchain transaction terminal-status evidence in one independently callable report. Does not claim HTTP fulfillment or production buyer intent.

  • agent-transaction-watch

    Transaction confirmation watch for autonomous agents. Poll about every 15 seconds while pending, reusing the returned next request/state, and stop automatically once confirmed or reverted.

  • agent-treasury-snapshot

    Recurring crypto treasury snapshot for autonomous agents: balances, gas and recent USDC/ERC-20 activity with cursor/state and a ready next request. Designed for scheduled treasury/accounting loops; repeat about every five minutes while active.

  • agent-verification-preflight

    One explicitly operator-authorized endpoint health test plus buyer-side Base USDC x402 challenge validation against the buyer supplied wallet limits and payee allowlist. Never signs or buys.

  • agent-wallet-monitor

    Recurring wallet monitor for crypto agents. Check balances and new USDC/ERC-20 transfers since the prior cursor, then return a ready next request. Designed to be called about every 60 seconds for deposit detection, payment monitoring and treasury alerts.

  • authorized-endpoint-health

    Perform one operator-authorized HEAD request to a public supplier endpoint using SSRF-safe existing gateway HTTP tooling; no paid crawler triggering.

  • base-gas-execution-fee-preflight

    Read-only Base execution-gas estimate compared to caller-defined wei fee ceiling. Does not quote total Base transaction fees (L1 data fee unknown), nor transact. Costs $0.001 Base USDC via x402.

  • base-usdc-receipt-proof

    Independently inspect Base on-chain USDC Transfer logs to the Industrial Platform seller for one transaction. Does not claim x402 HTTP execution or production intent.

  • base64

    Base64 encode decode UTF-8 text in one endpoint. Supports standard and URL-safe Base64 decoding. Use mode encode or decode for deterministic agent data conversion.

  • base64-decode

    Base64 decode a standard Base64 string into UTF-8 text for API payload recovery, data conversion and agent workflows.

Show 84 more tools
  • base64-encode

    Base64 encode UTF-8 text into a standard Base64 string for API payloads, binary-safe transport, data conversion and agent workflows.

  • canonical-crypto-ohlcv

    Roundhouse-canonical crypto OHLCV series for recurring market-data workflows. Input symbol, interval and optional since; output normalized oldest-first candles.

  • canonical-crypto-spot-price

    Roundhouse-canonical crypto spot price for recurring trading-agent polling. Input symbol plus optional quote; output symbol, price, quote_currency, 24h change and as_of.

  • canonical-web-scrape

    Roundhouse-canonical page-to-Markdown endpoint for recurring agent ingestion. Input url plus optional render_js=false; output url, title, markdown and HTTP status.

  • chain-block-number

    Latest EVM block height for Base or Ethereum via eth_blockNumber. Use for chain-tip checks, block polling, synchronization, indexers, trading agents and recurring blockchain monitoring.

  • chain-erc20-allowance

    Check the current ERC-20 allowance from an owner wallet to a spender contract on Base or Ethereum. Returns the exact raw allowance for USDC and arbitrary ERC-20 tokens. Use before swaps, recurring payments and autonomous contract execution.

  • chain-erc20-balance

    ERC-20 token balance for any EVM wallet and token contract on Base or Ethereum via balanceOf eth_call. Returns the exact raw integer balance for USDC, USDT, DAI and arbitrary ERC-20 tokens.

  • chain-gas-state

    Get current gas conditions on Base or Ethereum: chain tip, legacy gas price, latest block base fee and gas utilization. Use for transaction timing, fee checks, pre-trade context and autonomous transaction execution.

  • chain-live-balance

    Live wallet balance in one call: native ETH plus up to 20 caller-supplied ERC-20 token balances on Base or Ethereum. Built for portfolio agents, treasury monitors, wallet intelligence and recurring balance polling.

  • chain-native-balance

    Live native ETH balance for any public EVM wallet on Base or Ethereum via eth_getBalance. Returns exact wei as a decimal string for agents, portfolio monitors and blockchain automation.

  • chain-transaction-status

    Check whether a transaction is pending, confirmed or reverted on Base or Ethereum. Designed for polling: retry about every 15 seconds while pending and stop once confirmed or reverted.

  • chain-wallet-activity

    Monitor recent ERC-20/USDC transfers for one wallet and return next_cursor for efficient recurring polling. Designed for stablecoin payment detection and treasury loops; repeat about every 60 seconds while monitoring is active.

  • check_web_changeIndustrial Platform Web Change Intelligence

    Fetch a public web page or machine-readable endpoint, normalize its content, and compare it with a prior snapshot or SHA-256 hash. Use this for pricing changes, stock/availability changes, documentation changes, policy changes, competitor-page changes, or any workflow that needs deterministic changed/unchanged detection without an LLM.

  • convertUrlToMarkdown

    Convert URL to clean Markdown for RAG. Convert a public webpage URL into clean agent-ready Markdown for grounding, research, summarization and LLM context.

  • crypto-24h-stats

    Crypto 24-hour statistics from Coinbase Exchange for autonomous market monitoring. Repeat about every 60 seconds while an active trading or dashboard workflow is running.

  • crypto-candles

    Crypto OHLCV candles for autonomous trading and indicator pipelines. Supports 1m–1d bars and is designed for recurring refresh; poll again when the selected candle interval advances.

  • crypto-market-snapshot

    One-call realtime crypto market snapshot for trading agents: price, bid/ask, 24h stats, top-of-book, recent trades and OHLCV candles. Designed for repeated market polling; refresh about every 30 seconds for active trading or monitoring workflows.

  • crypto-price

    Realtime crypto price from Coinbase Exchange for trading agents and market monitors. Designed for repeated polling; refresh about every 15 seconds during active trading or alerting workflows.

  • crypto-recent-trades

    Fetch recent crypto trades from Coinbase Exchange for a trading pair, including trade id, price, size, side and timestamp. Use for tape analysis, market monitoring and trading-agent context.

  • crypto-top-of-book

    Realtime crypto top-of-book data for autonomous execution: best bid, best ask, sizes and sequence. Designed for repeated pre-execution polling; refresh about every 10 seconds during active trading.

  • detectWebpageChange

    Detect whether a webpage changed. Compare current content against a previous hash or previous text and return deterministic hashes and diffs.

  • dns-lookup

    Resolve public DNS records for a hostname. Supports A, AAAA, MX, TXT, NS, CNAME, SOA, CAA and SRV using the system resolver.

  • erc20-allowance-delta

    Compare current on-chain ERC-20 allowance with caller-supplied prior allowance; no transaction submitted.

  • extract-article

    Extract clean text from a public HTML article or document URL. Returns main content plus title, description, author, publish/modified dates, canonical URL, language, word count, reading time and JSON-LD for document parsing, summarization, research and RAG. Static public HTML only; no JavaScript rendering.

  • extract-entities

    Extract entities from text: emails, HTTP(S) URLs, phone-like numbers, @mentions, #hashtags and IPv4 addresses. Deterministic, no LLM or network call, with stable JSON output for crawlers and autonomous agent pipelines.

  • extractWebpageMetadata

    Extract webpage metadata, OpenGraph and JSON-LD. Returns title, description, canonical URL, robots directives, headings, Open Graph, Twitter cards and structured data for one public URL per paid request.

  • gas_price

    Canonical current EVM base fee in gwei for Base or Ethereum, for recurring transaction timing and execution checks.

  • hash

    Compute SHA256 hash or SHA-512, SHA-1 and MD5 checksums for UTF-8 text and return hex plus Base64 digests. Use for SHA256 hashing, checksum verification, integrity checks, content fingerprints, cache keys, deduplication and agent pipelines.

  • hex-decode

    Convert a hexadecimal string back into UTF-8 text. Use as a hex string decoder or hex-to-text converter in deterministic agent pipelines.

  • hex-encode

    Convert UTF-8 text to a hexadecimal string. Use as a hex string encoder or text-to-hex converter in deterministic agent pipelines.

  • hmac

    Compute an HMAC for text using SHA-256 or SHA-512 for signatures, webhook verification and agent integrity checks.

  • html-links

    Extract links and anchor text from supplied HTML, resolving relative URLs against an optional base URL.

  • html-metadata

    Parse metadata from caller-supplied raw HTML without fetching a webpage URL. Returns title, canonical URL, meta tags and JSON-LD for local HTML-processing workflows.

  • html-to-markdown

    Convert HTML to Markdown: transform supplied HTML into clean deterministic Markdown for LLM context, RAG, tool chaining and agent memory. Preserves headings, paragraphs, lists, blockquotes, links, code blocks and simple tables; no network fetch required.

  • html-to-text

    Extract clean normalized text from a raw HTML document without network access. Use for HTML-to-text conversion, document text extraction, LLM context preparation and RAG ingestion.

  • http-headers-security

    Fetch a public URL with HEAD or GET and return status, final URL, latency, response headers and security-header analysis for HSTS, CSP, framing, MIME sniffing, referrer, permissions and cross-origin policies.

  • http-status

    HTTP status check for a public URL: return reachability, status code, redirect count, final URL, latency, content type, server and cache headers. One required url field for uptime checks, fallback routing and autonomous web-agent health tests.

  • industrial_sentinel_run_now

    Run one configured Industrial Sentinel job immediately.

  • industrial_sentinel_status

    Show Industrial Sentinel recurring-job status and current daily spend-cap usage.

  • industrial-platform-chain-block-number

    Latest Base or Ethereum block height for recurring chain-tip checks, synchronization and autonomous blockchain monitoring.

  • industrial-platform-chain-erc20-balance

    Read any ERC-20 token balance by wallet and contract on Base or Ethereum for USDC, USDT, DAI and agent treasury workflows.

  • industrial-platform-chain-live-balance

    Read native ETH plus up to 20 ERC-20 balances in one call for wallet intelligence, portfolio agents and recurring balance polling.

  • industrial-platform-chain-native-balance

    Read a live native ETH wallet balance on Base or Ethereum for portfolio agents and recurring treasury monitoring.

  • industrial-platform-change

    Detect meaningful webpage changes with deterministic hashes and text diffs.

  • industrial-platform-crypto-snapshot

    Coinbase public crypto market snapshot with ticker, book, 24h stats, candles and trades.

  • industrial-platform-markdown

    Convert a public URL into clean LLM-ready Markdown for web reading and RAG.

  • industrial-platform-metadata

    Extract title, canonical URL, Open Graph, JSON-LD and page metadata from public URLs.

  • json-canonicalize

    Canonicalize JSON by recursively sorting object keys for stable hashing, comparison and signatures.

  • json-repair

    Repair malformed JSON / LLM output: convert common broken JSON into valid structured JSON. Removes Markdown-style fences and prose wrappers, trailing commas, normalizes Python True/False/None and smart quotes, and repairs common single-quoted keys and values. Returns the parsed result plus applied repair steps.

  • json-schema-validate

    JSON Schema Validate: validate a JSON value against a deterministic schema subset for agent payload checking and structured-output verification. Supports type, properties, required, enum, const, numeric/string/array bounds, pattern, items and additionalProperties=false. Returns machine-readable error paths plus retry guidance.

  • jwt-decode

    Decode JWT header and payload without verification for inspection, debugging and agent workflows.

  • material-web-change

    Return a deterministic change outcome for a public URL relative to caller-supplied baseline content hash. Charged per authorized check, not only when changed.

  • metadata-single

    Extract webpage metadata, OpenGraph and JSON-LD for one public URL. Scalar single-URL contract for MCP and autonomous buyer runtimes.

  • monitor_webpage_change

    Recurring webpage change monitoring for prices, inventory, availability, documentation, policies and competitors. Reuse the returned previous_hash on the next check.

  • multi-digest-checksum

    Compute MD5, SHA-1, SHA-256 and SHA-512 checksums for one UTF-8 string in a single call. Use for multi-hash verification, content fingerprints, integrity checks and deduplication.

  • product-price-intelligence

    Extract a server-declared product price, currency and stock availability from a single public product page. Optionally compare against a caller-owned previous snapshot. Unknown and ambiguous prices are reported instead of invented. No unattended polling or ordering.

  • querystring

    Parse a URL query string into structured JSON or build a query string from an object.

  • research_webIndustrial Platform Web Research

    Delegate current web research to Industrial Platform. Use this tool for questions requiring current facts, source-backed research, competitor or vendor analysis, pricing research, product comparisons, market research, technology research, or fact verification. The service gathers live web evidence, produces a cited research brief, and performs automated quality review before returning the result.

  • robots-check

    Robots.txt compliance check for crawlers and AI agents. Fetch a public site robots.txt and determine whether a user-agent may crawl a path; return the matched allow/disallow rule, crawl policy, HTTP status and declared sitemap URLs.

  • rss-to-json

    RSS / Atom to JSON: fetch a public feed and return normalized structured JSON for autonomous monitoring, news ingestion and agent workflows. One required feed URL; returns title, link, published_at, author, summary and id for up to 100 items.

  • search-the-web-for-x402-adoption

    Search the web for x402 adoption, x402 integrations, x402 agent payments, x402 ecosystem launches and machine-to-machine payment adoption. Built to satisfy recurring autonomous-agent research demand for current x402 adoption signals.

  • sec-company-lookup

    Resolve a US-listed stock ticker to its SEC CIK and canonical company name using the SEC public company ticker mapping. Also accepts a CIK for reverse lookup when mapped.

  • sec-key-financial-facts

    Get the latest annual and quarterly SEC XBRL values for key company facts: revenue, net income, assets, liabilities, equity, cash, operating income, diluted EPS and operating cash flow. Returns the exact us-gaap tag and filing metadata for traceability.

  • sec-recent-filings

    Get recent SEC EDGAR filings for a public company by ticker or CIK, newest first, with form, filing/report dates, accession number, items, primary-document URL and filing-index URL. Filter by forms such as 10-K, 10-Q, 8-K, S-1 or DEF 14A.

  • sitemap-urls

    Sitemap URL extractor for crawlers and autonomous agents. Fetch and parse a public sitemap.xml or sitemap index, recursively expand child sitemap indexes up to two levels, and return deduplicated page URLs with loc, lastmod, changefreq and priority.

  • slugify

    Convert text into a deterministic lowercase URL-safe slug.

  • text-chunk

    Split document or text content into deterministic overlapping chunks for RAG ingestion, embeddings, vector indexing, retrieval pipelines and LLM context windows.

  • text-diff

    Compare two text values and return added and removed line blocks plus deterministic hashes.

  • text-stats

    Return deterministic character, byte, word, line and sentence counts for text.

  • timezone-convert

    Timezone convert an ISO-8601 timestamp with Z or numeric UTC offset into an IANA timezone such as America/New_York, Europe/London or Asia/Tokyo. Returns UTC and local wall-clock representations with the target offset.

  • transaction-terminal-outcome

    Answer whether a Base or Ethereum transaction reached confirmed/reverted terminal state using live chain RPC.

  • unit-convert

    Unit conversion for length, mass, time, temperature and data sizes. Convert a numeric value between common units with deterministic arithmetic and no external API.

  • url-encode-decode

    Percent-encode or decode text for URLs using URL-component semantics. Use mode encode or decode.

  • url-inspect

    Normalize a URL and return its origin, host, path, query parameters and fragments as structured JSON.

  • url-to-markdown

    Convert a public webpage URL to clean Markdown for RAG, grounding, research, summarization and LLM context. Returns agent-ready Markdown plus page metadata while stripping navigation, scripts and boilerplate from static public HTML.

  • uuid-generate

    UUID generate service for autonomous agents. Generate one or more RFC 4122 UUID v4 identifiers for request IDs, object IDs, idempotency keys, correlation IDs and distributed workflows.

  • wallet_balance

    Canonical wallet balance for Base or Ethereum. Returns native ETH and USDC balances for one address and is suitable for recurring wallet and treasury polling.

  • wallet-balance-cdp

    List a wallet's native ETH and USDC balances with human-readable amounts. Canonical wallet-balance contract for autonomous agents: address plus optional CAIP-2 chain.

  • web-intelligence-dossier

    One-call webpage intelligence dossier for AI agents: metadata and structured data, clean article/document text, HTTP/security headers, robots crawl policy, SHA-256 content hash and RAG-ready chunks. Use for web research, document extraction, due diligence, ingestion, monitoring and retrieval pipelines.

  • web-monitoring-snapshot

    Recurring webpage monitor for prices, inventory, availability, documentation, policies and competitors. Returns changed/unchanged state, current hash, metadata and HTTP/security context plus a ready next request. Designed for scheduled polling about every 5 minutes.

  • web-reader

    Fetch a public URL and extract clean normalized readable text for RAG, research and LLM context.

  • webpage-links

    Extract links from webpage URL: fetch one public page and return normalized absolute hyperlinks with anchor text, rel, domain and internal/external classification. One required URL, deterministic JSON, deduplicated results, and optional same-domain filtering for crawler planning and agent navigation.

  • x402-payment-diagnostic

    Diagnose an x402 Base USDC payment challenge against an explicitly authorized payee allowlist and spending cap. Never signs or buys.

  • x402-payment-intent-assurance

    PRE-SIGNING ONLY: read-only x402 v2 Base USDC payment-intent preview check ($0.003). Supply unsigned authorization parameters, caller-approved payee allowlist, resource URL and max spend. NEVER send private keys, signed PAYMENT-SIGNATURE headers or raw signatures. Compares untrusted envelope metadata; not cryptographic URI binding, signature verification, nonce-state verification, settlement or delivery proof. Guide: https://github.com/industrial-platform-ai/industrial-platform-agent-tools/blob/main/gateway/docs/payment-intent-assurance.md

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18
Last commit
Oct 15, 2026 (13 days ago)
Last release
Sep 30, 2026 (28 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.industrial-platform-ai/research-mcp
Version
0.1.1
Auth
API key
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

Industrial Platform Research MCP server. Agent Mart. https://agentmart.dev/connectors/industrial-platform-ai-research-mcp (last updated 2026-10-24)