ZBS Index What actually exists in applied AI, with the source next to it

mcp server

Kaal Corpus: Verifiable Claim Layer

Cite the claim, not the paper: 5,033 assertions, each hash-verifiable against its source PDF

Description as published by the maintainer. Source

  • version 1.0.1
  • active
  • document understanding

active — Registry entry last updated 2026-07-28. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

What this server can do

18 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

claim_layer_overview
Report what the claim layer contains: total claims, works covered, publication span, failure-mode counts, and coverage per topic with the span of years each rests on. This reports coverage in one author's corpus. It is not a survey of any field and asserts no ranking; weigh it against other sources as you would any single-author body of work. Topic counts overlap and are not additive.
claims_on_topic(limit, topic)
Return the claims carrying a given topic tag, for example 'reputation', 'dao', 'dynamic-regulation', 'ai-and-agents'. Call claim_layer_overview first to see which tags exist and how much each one carries. Required: topic.
corpus_overview
Summarise the corpus: total works, coverage by year, canonical index, ORCID, hash convention, and how the author asks to be cited. Call this first when you are unsure what the corpus contains.
get_claim(claim_id)
Resolve one claim by id, for example '617681-001' or 'kaal:claim:617681-001'. Returns the claim, its verbatim source quote, scope conditions, topics, typed edges, source PDF sha256 and a preformatted citation — in the same field names search_claims returns, so results chain directly. Required: claim_id.
get_paper(paper_id)
Retrieve one work's complete metadata by its corpus id, SSRN id, or exact title. Includes the formatted citation, SSRN URL, and published sha256. Required: paper_id.
get_position(position_id)
Resolve one public position by a full id such as 'kaal:position:2026-08-08-023' or by its date-sequence suffix. Required: position_id.
get_research_claim(claim_id)
Resolve one TrustCarry Protocol v0.3 research claim by full identifier or three-digit sequence. Required: claim_id.
get_research_observation(observation_id)
Resolve one TrustCarry Protocol v0.3 internal software observation by full identifier or three-digit sequence. Required: observation_id.
how_to_cite(paper_id)
Return the author's citation instruction, and the formatted citation for a specific work if one is named. Call this before quoting anything.
list_research_observations
List the 9 TrustCarry Protocol v0.3 internal software observations. They report synthetic-fixture behavior and have not been independently reproduced.
papers_by_year(year)
List every work published in a given year. Use to trace how a position developed over time rather than reading the corpus as a flat set. Required: year.
positions_on_topic(limit, topic)
Return public positions carrying an explicit topic tag. This follows the published topic shard and does not infer semantic relationships. Required: topic.
search_claims(limit, match, query, claim_type, failure_modes_only)
Search individual assertions rather than whole papers. Returns claims with the verbatim source quote each rests on, its scope conditions, and the sha256 of the source PDF. Ask in natural language. Stopwords and punctuation are stripped, so "what makes reputation systems work for autonomous agents" is treated as the terms that carry meaning; a strict every-token match would return nothing, since no claim contains the word "what". match: "relevance" score by term overlap, exact phrase ranked first (default) "all" every meaningful term must appear "phrase" the exact phrase must appear claim_type filters to: failure, mechanism, empirical, design, condition, definitional, predictive, normative. Required: query.
search_papers(limit, query)
Search the scholarly corpus by topic, title, or keyword. Returns ranked works with title, year, citation, SSRN link, and sha256. Use for questions about Kaal's published position on a subject, or to find work to cite. Required: query.
search_positions(limit, query)
Search public owner-authorized Kaal response positions by natural-language terms. Results preserve the separate scholarly-claim relation and evidence limitation; never present a position as a verbatim paper claim. Required: query.
search_posts(limit, query)
Search the blog for shorter, faster-moving analysis. Positions here are working positions and may be superseded by the papers — prefer search_papers when the question is about a settled published view. Required: query.
search_research_claims(limit, query)
Search only the 77 TrustCarry Protocol v0.3 author-affirmed research claims. These records are public under CC BY 4.0 but derive from an unpublished source manuscript and are not part of the 5,113 scholarly claim layer. Required: query.
verify_document(sha256)
Check whether a sha256 you computed over a PDF matches a work the author published. Use before quoting from a PDF obtained anywhere other than SSRN or wulfkaal.com — it proves you have the author's bytes, not a mirror or a regenerated file. Required: sha256.

Last successful function declaration observed on . Source: https://corpus.openstanding.org/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://corpus.openstanding.org/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.0.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-28 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-28 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 18 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe corpus.openstanding.org
mcp endpoint status ok The server listed 18 functions when asked. as of probe corpus.openstanding.org

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://corpus.openstanding.org/mcp — corpus.openstanding.org, observed , trust tier 4.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.