# DeAI Artifact Gateway

- Registry name: `io.github.jake-zaiba/deai-research` · version 0.2.4
- Categories (automatic, keyword rules): Research & knowledge, Search & data, Markets & trading, Finance & markets
- Authentication at last check: No auth
- Declared risk: Can write (some tools are not declared read-only)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.jake-zaiba%2Fdeai-research
- Server page: https://mcpstation.net/s/io.github.jake-zaiba--deai-research.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://research.zaiba.cloud/mcp`

## Tools (as reported by the server, not verified)

- `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

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html