{"id":567060,"recorded_at":"2026-10-27T22:03:14.641654Z","observed_at":"2026-10-27T22:03:14.641485Z","subject_kind":"endpoint","subject":"7e6ad4f9-9270-4247-b9ce-df641432302f","kind":"mcp.tools","method":"probe.mcp/1","body":{"count":11,"tools":[{"description":"Ask in plain words ('licensed electrician near 92101 who does EV chargers') and get a short answer built only from listings, plus the businesses it rests on, in the published order. Same rules as find_businesses: no ranking or recommendation language, coverage stated honestly.","inputSchema":{"properties":{"question":{"description":"The person's question, in their words.","type":"string"},"where":{"description":"A place, if it is not in the question.","type":"string"}},"required":["question"],"type":"object"},"name":"ask"},{"description":"Search the DouxProcess Directory for US businesses by what the person needs (roofer, electrician, insurance agency...) and where (a city and state, a ZIP, or a state). Returns the matches in the published ranking order with license, how it was checked, phone, website and listing page. covered=false with a note means the directory does not hold that kind of business or place yet: say so, do not guess. Nobody pays for placement; listings affiliated with DouxProcess's owner carry a disclosure, pass it on. Do not rank, rate or recommend; show the options and let the person choose.","inputSchema":{"properties":{"category":{"description":"A category id from list_categories, e.g. roofer.","type":"string"},"city":{"type":"string"},"cursor":{"description":"next_cursor from the previous call.","type":"string"},"limit":{"maximum":25,"minimum":1,"type":"integer"},"page":{"description":"Older clients: a page number. Prefer cursor.","minimum":0,"type":"integer"},"postal_code":{"description":"A 5-digit ZIP.","type":"string"},"query":{"description":"What the person needs, in their words.","type":"string"},"radius_miles":{"maximum":250,"minimum":1,"type":"number"},"state":{"description":"Two-letter US state.","type":"string"},"where":{"description":"A place: 'Pasadena, CA', a 5-digit ZIP, or a state. Never the person's own address or GPS.","type":"string"}},"type":"object"},"name":"find_businesses"},{"description":"One business's details: licenses with their basis (issuer_file = matched against the issuer's own published file on checked_at; stated = given by the business, not yet matched, send the person to source_url), contact, whether it takes requests, and its own agent addresses (MCP and A2A).","inputSchema":{"properties":{"slug":{"description":"The slug from find_businesses.","type":"string"}},"required":["slug"],"type":"object"},"name":"get_business"},{"description":"A California contractor license's record in the CSLB's public file, and every change since the directory began reading it daily: status and suspensions, workers' comp type and dates, bond amounts and dates, classes, expiry. Give a CSLB license number or a listing link. It never includes an insurer, surety or person's name, or a policy, bond or case number. Report what it says; do not judge the business. Not for decisions about a person's credit, employment, insurance or housing.","inputSchema":{"properties":{"license":{"description":"A CSLB license number (e.g. 1000002), or a listing link or slug from find_businesses.","type":"string"}},"required":["license"],"type":"object"},"name":"license_history"},{"description":"Every category with its id, NAICS 2022 code, plain name, Google Business Profile names, how many listings it has, and whether requests for it are sent (health is listed but never routed).","inputSchema":{"properties":{},"type":"object"},"name":"list_categories"},{"description":"Sends the person's request to the ONE business they chose, so it can reply to them. Only claimed listings take requests, and health businesses never do. Before calling, show the person this sentence and get their agreement: 'I agree that DouxProcess sends my name, my contact details and this request to <business>, and only to them, so they can reply to me about it.' Set consent=true only if they agreed. Clients that support forms get a consent form instead. Never include health details, card numbers, ID numbers or passwords.","inputSchema":{"properties":{"consent":{"description":"True only if the person read and agreed to the consent sentence.","type":"boolean"},"details":{"description":"What they need, in their words. No health details, card numbers, ID numbers or passwords.","type":"string"},"email":{"description":"An email address the business can reply to.","type":"string"},"name":{"description":"The person's name.","type":"string"},"phone":{"description":"Or a phone number the business can reply to.","type":"string"},"slug":{"description":"The slug from find_businesses or get_business.","type":"string"}},"required":["slug","name","details","consent"],"type":"object"},"name":"request_contact"},{"description":"Open the request form for one business the person chose (ChatGPT local services Get Quote). The form shows the consent sentence and sends only when the person ticks it. For a business that does not take requests it shows the business's own phone and website.","inputSchema":{"properties":{"business_id":{"description":"The business id (its slug) from find_businesses or the business feed.","type":"string"}},"required":["business_id"],"type":"object"},"name":"request_service"},{"description":"Is this business licensed, bonded and insured today, from the government record. Give a listing slug, a license number, or a business name with its two-letter state. Returns licensed, bonded and insured as true, false or null (the record does not say), each with its source, checked_at day and record_url, the board's open gaps, and the listing URL. For CSLB contractors insured means workers' comp. Report the facts and link the record; do not judge the business. Not for decisions about a person's credit, employment, insurance or housing.","inputSchema":{"properties":{"issuer":{"description":"The issuer code with a license number, e.g. CA-CSLB.","type":"string"},"license":{"description":"A license number, e.g. CSLB 1050000.","type":"string"},"name":{"description":"The business name (with state).","type":"string"},"slug":{"description":"A listing slug or link from find_businesses.","type":"string"},"state":{"description":"Two-letter US state, required with name.","type":"string"}},"type":"object"},"name":"verify_business"},{"description":"Look up a license by number, business name or phone and say which listings carry it and how it was checked. When nothing matches, tell the person to check the issuer's own lookup; never say a license is valid without a match.","inputSchema":{"properties":{"issuer":{"description":"The issuer code, e.g. CA-CSLB.","type":"string"},"name":{"description":"The business name.","type":"string"},"number":{"description":"The license number.","type":"string"},"phone":{"type":"string"}},"type":"object"},"name":"verify_license"},{"description":"Emails the person a link to watch up to 25 listings free: once they open it, they get one short email on any day the board's record changes (status, workers' comp, bonds, classes, expiry). CSLB contractors only. Use the person's own email, only when they asked. Before calling, show them this and get their yes: 'I agree that DouxProcess Directory may email <email> about changes to these licenses (status, workers' comp, bonds, classes, expiry). Nothing is watched until I open the link, and I can stop any time.' Set consent=true only if they agreed; clients with forms get a consent form.","inputSchema":{"properties":{"consent":{"description":"True only if the person read and agreed to the consent sentence.","type":"boolean"},"email":{"description":"The person's own email address.","type":"string"},"slugs":{"description":"Listing slugs (or CSLB license numbers), up to 25.","items":{"type":"string"},"maxItems":25,"type":"array"}},"required":["email","slugs","consent"],"type":"object"},"name":"watch_business"},{"description":"Emails the person a link to watch these CSLB licenses: once they open it, they get one short email on any day something changes on one (status, workers' comp, bonds, classes, expiry). Nothing is watched until the person opens the link. Use the person's own email, only when they asked. Free watches 25 licenses, Pro up to 500 for $99 a year, Unlimited every license they add for $999 a year. Not for decisions about a person's credit, employment, insurance or housing.","inputSchema":{"properties":{"email":{"description":"The person's own email address.","type":"string"},"licenses":{"description":"CSLB license numbers or listing links, up to 500.","items":{"type":"string"},"maxItems":500,"type":"array"}},"required":["email","licenses"],"type":"object"},"name":"watch_licenses"}]},"body_sha256":"78505d8255cea1b09dd61a61bb9b5e0ca3435971cf66829910da0f20c9780d7a","prev_id":null,"leaf":"0xea755720758a2984b87c21047debdedf0078e1a6ff6f8aa362c8867375c611a8","leaf_text":"{\"body\":\"78505d8255cea1b09dd61a61bb9b5e0ca3435971cf66829910da0f20c9780d7a\",\"id\":567060,\"kind\":\"mcp.tools\",\"method\":\"probe.mcp/1\",\"observed_us\":1793138594641485,\"prev\":null,\"subject\":\"7e6ad4f9-9270-4247-b9ce-df641432302f\",\"subject_kind\":\"endpoint\"}","day":{"day":"2026-10-27","leaves":273461,"root":"0xdd77e5e99da32c3f154180d63e3c3e6fe11e896a2c6896412ef6b5c4bcf7e795","chained":"0x23bb4dfd09f55c15ac3962f53578e02c6114d5bfd9bb451cf8794fb6e2817ef4","anchor_chain":"eip155:5042002","anchor_tx":"0xb2ebd83aafeb765a0ce66e76aefb133ed06606c98038fd56191e2bcd1dcb77b4","anchor_block":69414147},"proof":["0xea7519300e3b585a9ed7e8fadb795329b8cbe63281a5a6654c61f0cee423b08c","0x4fcfc4a7b45bd2866e64fe3ab350bdd4308a9a4b99d38ee55e79017558eb9f09","0x61b525bc607f3f25b898d0ebade6d7ecaf0286bb70c5ec9df0b442b98773500b","0x776664d97614fa2fc9e7a971d45d4e3330af665af24b06058636fcb305647744","0xa214e168e2ada0e98b6c433cd0cea8eeecf362e0b154b0500c1f2e49dff48d3f","0x85ee42e5432cc6e79e049d1f8c720bb1ffe45a94c4e903eaff9cfc303f18c250","0xfa13cd2424e95ec124e96138fb846fac99c1437bca976927a516520709bbb761","0x716ecab32e5cf2874f374ae714de97349724f78d00fe5acfc2f41636535046ef","0x5668b5deb970e2c678e613fa60d238e161a87bb10a7d0d6e35c6747081d9edbb","0x694f3f33268c5bc6380613bb5b291820cb4ce07a82164429442bc75b24ebcc5e","0x8cc7cdbb404948d6c8277e8104fbf6f6ef7bc67273321adedcf016270a69a84e","0x71d164c799d87b4dc25af672a70aaf73791d8dbb1786a5d4eb3ead269cb7c28a","0x89602081fbcc80aef8908f5df765767a1a41cc8b089111259ea78e6583a8bc4b","0x41f9f462759cb539183e979fb3eb967d94755cf039c44a64a9a3c4ad97523cfd","0x56f7109d4cde42492651beb1237c13cdcbf95e6fee2b2482391a2388e04c4629","0x8745bd887f5ce9f7a49558fd2b04cdcd97a05ea9f8a23f62d0e80cb13d328b0f","0xdf1105afdc109de3c09a98fc8a3864159ad964e6f49b635c105a27a1e1f14310","0x2bf8151e5f157dd183b9de6fa00469551932a7a6e3f33a694895000ac9061197","0x9fc354c0ea3efc3f1b6548bb77ea902a50f2c9647647ea61592efce2bd795699"]}