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
Install
Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.
npx agentmarket install connector/industrial-platform-ai-research-mcp
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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-quoteagent-transaction-watchagent-treasury-snapshotagent-wallet-monitorauthorized-endpoint-healthbase-gas-execution-fee-preflightcanonical-crypto-spot-pricechain-erc20-allowancechain-gas-statechain-transaction-statuschain-wallet-activitycheck_web_change
Show 52 more tools
convertUrlToMarkdowncrypto-24h-statscrypto-market-snapshotcrypto-pricecrypto-recent-tradesdetectWebpageChangedns-lookuperc20-allowance-deltaextract-articleextract-entitiesextractWebpageMetadatagas_pricehashhex-decodehex-encodehmachtml-linkshtml-metadatahtml-to-markdownhttp-headers-securityhttp-statusindustrial_sentinel_statusindustrial-platform-chain-erc20-balanceindustrial-platform-chain-live-balanceindustrial-platform-chain-native-balanceindustrial-platform-changeindustrial-platform-crypto-snapshotindustrial-platform-markdownindustrial-platform-metadatajson-schema-validatematerial-web-changemetadata-singlemonitor_webpage_changemulti-digest-checksumproduct-price-intelligencequerystringresearch_webrobots-checksearch-the-web-for-x402-adoptionsec-company-lookupsec-key-financial-factssec-recent-filingsslugifytimezone-converttransaction-terminal-outcomeunit-converturl-inspecturl-to-markdownwallet-balance-cdpweb-monitoring-snapshotweb-readerwebpage-links
Write 7 · Create, change, send or run things.
agent-evidence-fingerprintcrypto-top-of-bookhtml-to-textindustrial_sentinel_run_nowtext-chunktext-difftext-stats
Not yet classified 28 · We could not tell from the name and description.
agent-analysisagent-multi-site-change-reportagent-pretrade-contextagent-receipt-finality-reportagent-verification-preflightbase-usdc-receipt-proofbase64base64-decodebase64-encodecanonical-crypto-ohlcvcanonical-web-scrapechain-block-number
Show 16 more tools
chain-erc20-balancechain-live-balancechain-native-balancecrypto-candlesindustrial-platform-chain-block-numberjson-canonicalizejson-repairjwt-decoderss-to-jsonsitemap-urlsurl-encode-decodeuuid-generatewallet_balanceweb-intelligence-dossierx402-payment-diagnosticx402-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-analysisIndustrial 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-fingerprintCreate a timestamped content fingerprint of client-provided claims and source URL with explicit unsigned/unverified provenance. No fabricated signed attestation.
agent-multi-site-change-reportOne 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-contextPre-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-quoteCompare independently supplied, explicitly attributed supplier quotes by quoted cost; does not execute external purchasing or claim live supplier verification.
agent-receipt-finality-reportCombine 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-watchTransaction 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-snapshotRecurring 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-preflightOne 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-monitorRecurring 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-healthPerform 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-preflightRead-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-proofIndependently inspect Base on-chain USDC Transfer logs to the Industrial Platform seller for one transaction. Does not claim x402 HTTP execution or production intent.
base64Base64 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-decodeBase64 decode a standard Base64 string into UTF-8 text for API payload recovery, data conversion and agent workflows.
Show 84 more tools
base64-encodeBase64 encode UTF-8 text into a standard Base64 string for API payloads, binary-safe transport, data conversion and agent workflows.
canonical-crypto-ohlcvRoundhouse-canonical crypto OHLCV series for recurring market-data workflows. Input symbol, interval and optional since; output normalized oldest-first candles.
canonical-crypto-spot-priceRoundhouse-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-scrapeRoundhouse-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-numberLatest 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-allowanceCheck 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-balanceERC-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-stateGet 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-balanceLive 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-balanceLive 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-statusCheck 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-activityMonitor 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 IntelligenceFetch 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.
convertUrlToMarkdownConvert 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-statsCrypto 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-candlesCrypto 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-snapshotOne-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-priceRealtime 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-tradesFetch 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-bookRealtime 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.
detectWebpageChangeDetect whether a webpage changed. Compare current content against a previous hash or previous text and return deterministic hashes and diffs.
dns-lookupResolve public DNS records for a hostname. Supports A, AAAA, MX, TXT, NS, CNAME, SOA, CAA and SRV using the system resolver.
erc20-allowance-deltaCompare current on-chain ERC-20 allowance with caller-supplied prior allowance; no transaction submitted.
extract-articleExtract 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-entitiesExtract 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.
extractWebpageMetadataExtract 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_priceCanonical current EVM base fee in gwei for Base or Ethereum, for recurring transaction timing and execution checks.
hashCompute 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-decodeConvert a hexadecimal string back into UTF-8 text. Use as a hex string decoder or hex-to-text converter in deterministic agent pipelines.
hex-encodeConvert UTF-8 text to a hexadecimal string. Use as a hex string encoder or text-to-hex converter in deterministic agent pipelines.
hmacCompute an HMAC for text using SHA-256 or SHA-512 for signatures, webhook verification and agent integrity checks.
html-linksExtract links and anchor text from supplied HTML, resolving relative URLs against an optional base URL.
html-metadataParse 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-markdownConvert 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-textExtract 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-securityFetch 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-statusHTTP 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_nowRun one configured Industrial Sentinel job immediately.
industrial_sentinel_statusShow Industrial Sentinel recurring-job status and current daily spend-cap usage.
industrial-platform-chain-block-numberLatest Base or Ethereum block height for recurring chain-tip checks, synchronization and autonomous blockchain monitoring.
industrial-platform-chain-erc20-balanceRead 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-balanceRead 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-balanceRead a live native ETH wallet balance on Base or Ethereum for portfolio agents and recurring treasury monitoring.
industrial-platform-changeDetect meaningful webpage changes with deterministic hashes and text diffs.
industrial-platform-crypto-snapshotCoinbase public crypto market snapshot with ticker, book, 24h stats, candles and trades.
industrial-platform-markdownConvert a public URL into clean LLM-ready Markdown for web reading and RAG.
industrial-platform-metadataExtract title, canonical URL, Open Graph, JSON-LD and page metadata from public URLs.
json-canonicalizeCanonicalize JSON by recursively sorting object keys for stable hashing, comparison and signatures.
json-repairRepair 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-validateJSON 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-decodeDecode JWT header and payload without verification for inspection, debugging and agent workflows.
material-web-changeReturn a deterministic change outcome for a public URL relative to caller-supplied baseline content hash. Charged per authorized check, not only when changed.
metadata-singleExtract webpage metadata, OpenGraph and JSON-LD for one public URL. Scalar single-URL contract for MCP and autonomous buyer runtimes.
monitor_webpage_changeRecurring webpage change monitoring for prices, inventory, availability, documentation, policies and competitors. Reuse the returned previous_hash on the next check.
multi-digest-checksumCompute 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-intelligenceExtract 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.
querystringParse a URL query string into structured JSON or build a query string from an object.
research_webIndustrial Platform Web ResearchDelegate 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-checkRobots.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-jsonRSS / 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-adoptionSearch 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-lookupResolve 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-factsGet 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-filingsGet 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-urlsSitemap 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.
slugifyConvert text into a deterministic lowercase URL-safe slug.
text-chunkSplit document or text content into deterministic overlapping chunks for RAG ingestion, embeddings, vector indexing, retrieval pipelines and LLM context windows.
text-diffCompare two text values and return added and removed line blocks plus deterministic hashes.
text-statsReturn deterministic character, byte, word, line and sentence counts for text.
timezone-convertTimezone 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-outcomeAnswer whether a Base or Ethereum transaction reached confirmed/reverted terminal state using live chain RPC.
unit-convertUnit 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-decodePercent-encode or decode text for URLs using URL-component semantics. Use mode encode or decode.
url-inspectNormalize a URL and return its origin, host, path, query parameters and fragments as structured JSON.
url-to-markdownConvert 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-generateUUID 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_balanceCanonical 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-cdpList 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-dossierOne-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-snapshotRecurring 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-readerFetch a public URL and extract clean normalized readable text for RAG, research and LLM context.
webpage-linksExtract 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-diagnosticDiagnose an x402 Base USDC payment challenge against an explicitly authorized payee allowlist and spending cap. Never signs or buys.
x402-payment-intent-assurancePRE-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
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 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
- Packages
- npm industrial-platform-research-mcp
- License
- MIT
- Website
- github.com/industrial-platform-ai/industrial-platform-agent-tools/tree/main/packages/research-mcp
- 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)