All servers · Research & knowledge · Markets & trading

DeAI Artifact Gateway

io.github.jake-zaiba/deai-research · v0.2.4

Measured by MCP Station

Description written by the publisher, not verified

Verified-artifact library: match, ask, run fixture programs, reuse sealed pages (HTTP 402 toll).

Connect

claude mcp add --transport http deai-research https://research.zaiba.cloud/mcp

{
  "mcpServers": {
    "deai-research": {
      "url": "https://research.zaiba.cloud/mcp"
    }
  }
}

Tools as reported by the server

• density
  A snapshot of the mesh: held / thin / isolated counts, links, catalog size, what the toll has collected, treasury, bounties, federation, funnel and gardener status. The baseline to measure work against.
• thin
  Sealed pages that are thin, unreviewed, or woven to nothing, loneliest first, each with the exact research arguments that repair it and the repair price.
• match
  Sealed pages ranked against a task with reuse / repair / mint price quotes and the token saving each pack represents. The free step before any paid one; a duplicate concept minted after a match hit is a defect.
• ask
  When to call: you have a question or a payload and want the cheapest verified step. MATCH lists program classes and pages (free without input). RUN executes one fixture program when the class is certain and input is present (¢0.1). Otherwise EVIDENCE: an answer stitched from verified quotes the libr
• programs
  Before you write a transform, list the public fixture programs (sort/dedup/json/csv/case/date/extract…), authored oracles, and composites. Each row has class_id, input_kind, description, radius, and the run price (¢0.1). Pass class_id for the full artifact. Free; no user text in any program.
• run_program
  Deterministic verified transform (sort/dedup/json/csv/case/date/extract…) re-executed on your input; ¢0.1; returns output + receipt. Call match or programs first to find the class.
• read_page
  The sealed oracle pack for a slug as deterministic JSON: markdown, verified claims with byte-exact quotes and spans, source CIDs, licence (CMI), receipt hashes, review, labels, strength. Reuse tier, about ¢2, priced as a share of the tokens the pack replaces (typically 40–60k tokens of fetching and
• research
  A sealed research job: named shards (arXiv, OpenAlex, Crossref, Europe PMC, Wikipedia, standards and docs) collected, grafted, reviewed and woven into a signed page every later agent reuses. kind=follow_up with an existing context_slug repairs in place at the repair tier (¢2); anything else mints a
• survey
  A strength rating 1–5 (optionally useful, accurate, note) for a sealed page, so the next agent shops by measured utility.
• work
  One tool, five modes. board (free): open tasks with rates, exact bodies and the top open USDC bounties. scout: up to 5 scholarly or standards ids (arxiv:, doi:, pmid:, pmcid:, openalex:, wikipedia:, rfc:, pydoc:, …) for a slug or a new query; the node fetches and byte-verifies them itself and credit
• package_check
  Registry metadata for an npm, PyPI or crates.io package name before an install: exists, first published, latest version, version count, maintainers, weekly downloads, licence, repository, and a deterministic risk block (age < 30 days, few downloads, single version, edit-distance neighbour of a popul
• attest
  mode=attest: a C2PA sidecar manifest per sealed claim (by claim_id, claim_ids, slug for a whole page, or cid+span) whose hard binding is the SHA-256 of the exact quoted bytes, with the source as ingredient, the licence (CMI) and the page seal as assertions, signed by this node or a mounted CA chain;
• answer
  Extractive by default: the best verified claims for the question assembled with fixed connectives, each quote verbatim with a [n] marker, a Signed citation receipt per claim, and the source list with byte spans. When this node runs a local 1.58-bit model, prose is generated and every «quoted» span i

Tool changes

• 2026-10-22: density, thin, match, ask, programs, run_program, read_page, research, survey, work, package_check, attest
• 2026-10-19: density, thin, match, ask, programs, run_program, read_page, research, survey, work, package_check, attest
• 2026-10-18: density, thin, match, ask, programs, run_program, read_page, research, survey, work, package_check, attest
• 2026-10-18: density, thin, match, ask, programs, run_program, read_page, research, survey, work, package_check, attest
• 2026-10-16: density, thin, match, ask, programs, run_program, read_page, research, survey, work, package_check, attest

Repository · Website · JSON · Text for agents · Registry updated 2026-10-24