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DeltaSignal ATLAS-7

DeltaSignal River claim search

deltasignal_search_by_claim
Read-onlyIdempotent

Use this read-only tool to search one River or claim index for matching thesis claims. Parameters: pass query, claim_text, claim_hash, river_tripcode, or issuer. Behavior: read-only with no destructive side effects; missing claim indexes are returned as unresolved, not fabricated.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoOptional maximum result rows. Defaults to 25.
queryNoClaim text to search for when claim_hash is absent.
riverNoOptional TF-RIVER TripCode or issuer shorthand.
issuerNoOptional issuer ticker.
tickerNoOptional ticker alias for issuer.
tripcodeNoOptional TF-RIVER TripCode or TF-SUB seed TripCode.
claim_hashNoOptional precomputed normalized claim hash.
claim_textNoClaim text alias for query.
seed_tripcodeNoOptional seed TF-SUB, TF-XBRL, TF-DS, or TF-RIVER TripCode.
river_tripcodeNoOptional TF-RIVER TripCode.
river_tripcodesNoOptional known TF-RIVER TripCodes.
article_tripcodeNoOptional current TF-SUB article TripCode alias.
current_tripcodeNoOptional current TF-SUB article TripCode.
include_unpublishedNoWhen true, include draft or unpublished article nodes.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesClaim search result.
provenanceYesTraceability information for the MCP tool response.
mcp_summaryYesConcise high-signal summary of the tool response. Maximum 140 characters.
usage_metadataNoPerformance and estimated cost metadata for this MCP tool call.
suggested_follow_upsYesConcrete next MCP calls an agent can run to continue the workflow.

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the read-only safety profile is covered. The description adds valuable extra context: 'missing claim indexes are returned as unresolved, not fabricated,' which is a transparency guarantee beyond the annotations. This justifies a score above baseline.

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

Conciseness4/5

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

The description is two sentences, front-loading the tool's purpose and safety, then efficiently covering parameters and a key behavioral note. No wasted words, though the second sentence is somewhat dense with multiple clauses. Overall, concise and structured.

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

Completeness4/5

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

For a tool with 14 optional parameters and an output schema, the description adequately covers purpose, parameter selection, and a caveat about missing claim indexes. It does not explain what happens when no parameters are provided, but the schema allows that and the output schema handles return values, so the description is reasonably complete.

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 description coverage is 100%, so each parameter is already well-documented. The description names several key parameters and hints at their grouping ('pass query, claim_text, claim_hash, river_tripcode, or issuer') but does not add semantic detail beyond the schema. Baseline 3 is appropriate.

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

Purpose4/5

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

The description clearly states the tool's purpose: 'search one River or claim index for matching thesis claims.' This provides a specific verb and resource. While it doesn't explicitly name sibling tools, the phrase 'one River or claim index' and the tool name 'by_claim' help differentiate it from issuer-based searches, though the distinction is not fully explicit.

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

Usage Guidelines3/5

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

The description implies usage by listing relevant parameters ('pass query, claim_text, claim_hash, river_tripcode, or issuer'), but it does not explicitly state when to prefer this tool over alternatives such as deltasignal_search_by_issuer. No when-not-to-use guidance is provided, so usage context is implied rather than explicit.

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

C2.8/5.0
Disambiguation2/5

The tool set has extensive overlap: natural-language variants duplicate raw JSON tools (e.g., deltasignal_covenant_stress vs deltasignal_covenant_stress_natural), composite workflow tools duplicate low-level screens (deltasignal_alpha_sweep vs deltasignal_alpha_opportunities), and the atlas7_* and deltasignal_* prefixes repeat the same concepts (e.g., atlas7_covenant_stress vs deltasignal_covenant_stress). An agent would likely struggle to pick the right tool for a given intent.

Naming Consistency2/5

Three distinct prefixes (atlas7_, deltasignal_, strategix_) are used, and duplicate tool names appear across prefixes (e.g., atlas7_readiness vs deltasignal_readiness). Verb patterns are inconsistent, mixing nouns and verbs (atlas7_archive_search, deltasignal_thesis_create, deltasignal_morning_brief_natural), and there is no clear rule for raw, natural, composite, or resolver variants.

Tool Count1/5

With 81 tools, the server is massively over-scoped. Many are near-duplicates or overlapping composites; the core domain likely needs 20-30 tools at most. The count is far beyond what an agent can reasonably navigate, and it indicates a failure to consolidate or version the surface.

Completeness3/5

The set covers a broad range of functionality: screening, stress, alpha, peer comparison, history, tripcode resolution, synthetic ETF state, and thesis monitoring. However, there are lifecycle gaps (e.g., thesis_create has no corresponding update/delete, and the atlas7 vs deltasignal split leaves no unified surface). The duplication suggests comprehensive coverage in some areas and awkward holes in others.