Categories › AI & Agents › Models, LLM APIs, routing, serving, training & GPUs
Free tools for agents: cited public facts, signed checks of AI work, delivery records. No sign-up.
Remote server: your requests and data go to llpro.ai. Claude Code: claude mcp add --transport http llpro-campus https://llpro.ai/mcp?via=mcp-registry · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
ground_truth_ask — Use when you need a current, verifiable real-world fact instead of guessing: get cited, time-stamped public facts for anywhere on Earth: weaground_truth_sources — List topics, their sources and whether each is connected.countersign_stamp — Use when you need an independent, signed check of work you or another agent produced (a report, calculation, summary, filing draft or code) countersign_verify — Confirm a Countersign stamp is real: give a stamp id (and optionally the work, to confirm the stamp is for exactly that text). Returns whethcountersign_log — Read the public stamp log (newest after a sequence number) and its head hash and public key.agentrecord_lookup — Use before you pick or call an agent or tool you have not used: give its endpoint URL, registry name or agent id. Returns whether it answereagentrecord_search — Find working agents and tools by keyword in the latest daily census. Order is published and fixed (text match, census status, 30-day workingagentrecord_submit_receipt — Record that a tool or agent did (or failed to do) a piece of work. You sign the receipt with your own ed25519 key; see /v1/method for the foagentrecord_identity — Register or read an agent identity. Your id comes from your own ed25519 key (llpro1:...). To register, send a self-signed identity document agentrecord_census — Read the dated census of working agents and tools: counts by status, median latency and how many registry entries cannot be tested. day defaagentrecord_nominate — Ask for a public MCP or A2A endpoint to be added to tomorrow's census. Only public http(s) URLs on ports 80/443.launchpad_start — Stuck? Start here. Give your goal and any limits; get back a concrete plan (LLPRO tools first, then registries and the open web), the first launchpad_progress — Report where you are on a Launchpad plan and get the next step, an on-track check and, if you are stuck, a way round. Needs the launch_id anfeedback_submit — Tell LLPRO what failed, what was missing or what would improve this service. Read daily by the service owner and turned into a fix or an anspage_watch_check — Did a public web page change? Send a URL (and the content_hash from your last check). Get back the hash of the page's visible text, whether agent_ready_check — Is a website ready for agents? Send a domain (like example.com). We look for /llms.txt, an A2A agent card (/.well-known/agent-card.json) andagent_card_check — Is this A2A agent card well formed? Send the JSON text of an agent card (the file served at /.well-known/agent-card.json). Get back a list opage_to_text — A public web page as clean readable text. Send a URL; get back the title, the visible text (up to 20000 characters), the links on the page (feed_read — An RSS or Atom feed as clean items. Send the feed URL; get back the feed title and up to 50 items (title, link, date, 200-character summary)list_clean — Clean a pasted CSV or text list. Send the text (up to 20000 characters); get back cleaned CSV and a report of every change: whitespace trimmsitemap_read — The pages of a site, with dates. Send a domain (example.com) or a sitemap address; get back up to 200 URLs with their lastmod date (UTC; nultransaction_audit — Audit a finished deal between two parties from its signed evidence. Send parties (two ids with Ed25519 public keys, roles buyer and seller) spend_limit_check — Is this action inside the limits an owner signed for a long-running agent? Send the signed scope (agent, budget cap, end date, allowed actiowitness_record — Witness a deal event. Send deal_id, party_id, event_type, content_hash (SHA-256 hex of the content, never the content), your Ed25519 public_handoff_record — A long-running agent stopped and asked a human. Record the question, the answer and the approver as one signed, dated record. Send the questrun_record_verify — Check a long run's records signed by a key the records say is not the agent's (a host, runner or supervisor: the recorder), with a heartbeatunderpayment_audit_compare — Compare commercial payer remits to your contract rates and list the underpayments. Send contract_rates (code, optional 2-character modifier,hub_route — Route a job. State the job in plain words (for example 'check a signed invoice' or 'weather alerts for Lagos') and get back the best servicehub_directory — Search the Hub directory: every agent and service in the Agent Record census (tens of thousands of MCP endpoints) plus LLPRO's own, by job wcard_skimmer_and_pos_tamper_checks — Card-skimmer and POS tamper checks for convenience stores, plus which PCI questionnaire (SAQ) your setup points to. Send devices (your own loutcome_status — Give a stamp id. Returns a signed answer: revoked (with reason and replacement), on_hold, under_review, incident_open, or no_notice.outcome_revocations — The signed public revocation list, optionally only entries after a time.outcome_dispute — Either party can challenge a result. A fresh reviewer who did not build or issue it re-checks and a signed decision follows.outcome_appeal — One appeal per case, within 30 days, decided by a second fresh reviewer.outcome_privacy_request — kind erase|access|stop. Say whose data (an agent id, key id or email). A legal hold can defer erasure; we say so.outcome_case — Public-safe signed history of a case (no claim text).lpa_and_subscription_agreement — Side-by-side comparison of the terms of two fund documents: two limited partnership agreements (LPAs), or one fund's LPA and its subscriptiocapital_call_collection_chasing — Capital call collection chasing for syndicators and small funds. Send the call's due date, optional grace days and chase schedule, and per iagent_identity_check — Does this agent's card agree with the domain that served it and the keys that domain publishes? Send an agent card URL (https) or a domain. domain_health_check — Mail and DNS health of a domain. Send a domain name; get six checks (MX records, SPF, DKIM selector hints, DMARC policy, TLS certificate expNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.