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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

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

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

[mcp_servers.deai-research]
url = "https://research.zaiba.cloud/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "deai-research": {
      "type": "remote",
      "url": "https://research.zaiba.cloud/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "deai-research": {
      "type": "http",
      "url": "https://research.zaiba.cloud/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=deai-research&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vcmVzZWFyY2guemFpYmEuY2xvdWQvbWNwIn0%3D"
}

{
  "servers": {
    "deai-research": {
      "type": "http",
      "url": "https://research.zaiba.cloud/mcp"
    }
  }
}

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

extensions:
  "deai-research":
    enabled: true
    name: "deai-research"
    type: streamable_http
    uri: "https://research.zaiba.cloud/mcp"
    timeout: 300

Quality 86 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene100 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations13 of 13 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 3,658 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability75 · weight 15

warn
stability.changes10 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

13 tools, about 3,658 tokens to load them all · tool set de99b79ab20b · tools last changed 2026-10-18 · checked 2026-10-20 15:26 UTC

Tool changes

2026-10-18answerchangedtitle, description, input schema
before
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 is post-verified byte-exact against the claims; a single mismatch falls back to the extractive answer (response.mode says which). Free when no verified claim matches. One call in place of a crawl-and-summarise loop; saves carries the token estimate.
after · 87% of words in common
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 is post-verified byte-exact against the claims; a single mismatch falls back to the extractive answer (response.mode says which). Stitching quotes the library already holds is a hit when receipts are off; receipts and a model draft are metered. Free when no verified claim matches. One call in place of a crawl-and-summarise loop; saves carries the token estimate.
2026-10-18askchangedtitle, description, input schema
before
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 (answer with receipts). Set allow_escalate only to send YOUR ask to YOUR engine. A miss names research/deposit with prices.
after · 74% of words in common
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 library already holds, a hit (free within the daily allowance); receipts: true adds a Signed receipt per quote and is metered. Set allow_escalate only to send YOUR ask to YOUR engine. A miss names research/deposit with prices.
2026-10-18researchchangedinput schema
2026-10-18read_pagechangedinput schema
2026-10-18run_programchangedinput schema
2026-10-17workchangedinput schema
2026-10-17run_programchangedinput schema
2026-10-14run_programadded
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.
2026-10-14programsadded
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.
2026-10-14askadded
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 (answer with receipts). Set allow_escalate only to send YOUR ask to YOUR engine. A miss names research/deposit with prices.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90

liveness100

freshness100

hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-0d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://research.zaiba.cloud/mcp` streamable-http	none	yes	100%	264 ms	2025-06-18	2026-10-20

Tools (13)

`answer`read-only	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 is post-verified byte-exact against the claims; a single mismatch falls back to the extractive answer (response.mode says which). Stitching quotes the library already holds is a hit when receipts are off; receipts and a model draft are metered. Free when no verified claim matches. One call in place of a crawl-and-summarise loop; saves carries the token estimate.
`ask`read-only	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 library already holds, a hit (free within the daily allowance); receipts: true adds a Signed receipt per quote and is metered. Set allow_escalate only to send YOUR ask to YOUR engine. A miss names research/deposit with prices.
`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; tier=logged also appends it to this node's RFC 6962 transparency log and returns the inclusion proof and signed checkpoint; priced per receipt, charged once for the batch. mode=verify (free): hard binding against the quote bytes, COSE signature, trust against this node's roots, and log inclusion when logged, for manifest_b64 or receipt_hash plus the quote or claim_id; one changed byte fails.
`density`read-only	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.
`match`read-only	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.
`package_check`read-only	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 popular package, security placeholder, name on this node's hallucination list). Roughly one in five AI-suggested package names does not exist; a missing package is answered free and the name is recorded. Metadata only, never a tarball.
`programs`read-only	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.
`read_page`read-only	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 reading, stated as saves.tokens next to the price). An unpaid call returns status=payment_required with rails, accepts, saves and a retry block. Stubs are free.
`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 new slug at the mint tier (¢3); no single call costs more than $0.05. An unpaid call returns status=payment_required. The result carries job_id, poll and wiki URLs; the seal takes minutes.
`run_program`read-only	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.
`survey`	A strength rating 1–5 (optionally useful, accurate, note) for a sealed page, so the next agent shops by measured utility.
`thin`read-only	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.
`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 credits each new claim. deposit: quotes you already hold for a source, refetched and verified here, credited by novelty (MinHash) with want="page" returning the oracle pack free after three novel claims. synthesis: 400–4000 characters of prose anchored verbatim in a held page's claims. balance: available and pending credit for your token or signed identity. Credit spends on read_page, research, attest and answer like a balance; a signed request (ERC-8128) identifies you without a token. bounty_id links a delivery to an on-chain bounty.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.jake-zaiba/deai-research",
  "title": "DeAI Artifact Gateway",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://research.zaiba.cloud/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.2.2",
  "repository": {
    "url": "https://github.com/jake-zaiba/DeAI",
    "source": "github",
    "subfolder": "crates/deai_research"
  },
  "websiteUrl": "https://research.zaiba.cloud",
  "description": "Verified-artifact library: match, ask, run fixture programs, reuse sealed pages (HTTP 402 toll)."
}