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Urantia Papers

Bible Semantic Search

bible.search.semantic
Read-onlyIdempotent

Free-form natural-language search across all Bible chunks, ranked by cosine similarity. Each result includes the top-N pre-computed Urantia paragraphs related to that chunk via bible_parallels (direction=bible_to_ub). One query surfaces both Bible matches and the relevant UB content. Optional filters: canon (ot, deuterocanon, nt) and book_code. Set urantia_parallel_limit to 0 to suppress the UB attachment. Requires OPENAI_API_KEY.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNoAlias for `query` (REST compatibility).
pageNoPage number (0-indexed)
canonNoFilter by canon: ot, deuterocanon, nt
limitNoBible results per page (1-100)
queryNoNatural language query. Example: "blessed are the poor"
book_codeNoRestrict to a single book. Example: "Matt" or "Matthew"
urantia_parallel_limitNoHow many UB paragraphs to attach per Bible result (0-10, default 3). 0 disables.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes

TDQS

A4.5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With annotations already declaring readOnly/idempotent/non-destructive, the description adds valuable context: cosine similarity ranking, pre-computed UB parallels with a direction, the ability to suppress them via urantia_parallel_limit, and the OPENAI_API_KEY dependency. This goes well beyond the annotation safety profile and discloses practical operational details.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, front-loaded with the core purpose, followed by the key behavioral details and filters. Every sentence earns its place, with no fluff or repetition of the title.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given a rich schema, annotations, and an existing output schema, the description sufficiently covers the tool's core function, result composition, filtering options, dependency requirement, and a way to suppress the UB attachment. It is complete for an agent to correctly select and invoke the tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, and every parameter already includes a description. The tool description adds some context around filter meanings and the urantia_parallel_limit effect, but it mostly repeats what the schema already provides. Baseline of 3 is appropriate since the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb+resource+approach: 'Free-form natural-language search across all Bible chunks, ranked by cosine similarity.' It clearly distinguishes from sibling tools like search.fulltext and search.semantic by emphasizing the Bible scope and the UB parallel attachment with direction=bible_to_ub.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly conveys the use case: natural-language semantic search over Bible content with optional canon/book filters and UB parallel enrichment. It implies when to use (semantic instead of keyword) and mentions the API key prerequisite, but it does not explicitly name alternatives or state when not to use this tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A4.4/5.0
Disambiguation5/5

Each tool targets a distinct resource and action (e.g., audio.get vs bible.book vs entities.list). There is no overlap, and even similar tools like search.fulltext and search.semantic are clearly differentiated by mode.

Naming Consistency5/5

All tools follow a consistent 'domain.action' pattern using lowercase and dots. Underscores within domain names (e.g., urantia_parallels) are uniform. No mixing of camelCase or irregular verbs.

Tool Count5/5

19 tools is well-scoped for a server covering the Urantia Book and Bible integration. Each tool serves a distinct purpose without bloat or insufficiency.

Completeness5/5

The surface covers all core operations: browsing (list/get for papers, entities, paragraphs), searching (fulltext and semantic), structured navigation (toc.get, papers.sections), audio, and Bible parallels. No obvious gaps.