nullary

search_failed_essentiality_screens

Read-onlyIdempotent

Non-dependency / failed essentiality screens.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`tier`	No	Confidence tier. 'curated' (default) returns the credible layer; 'all' also includes high-volume screening-grade rows (PubChem HTS inactives, CRISPR non-essential tails).	curated
`limit`	No	Maximum number of findings to return (1–100, default 25).
`offset`	No	Number of findings to skip before this page, for pagination (default 0).
`target`	No	UniProt accession or gene symbol
`outcome`	No	outcome filter (inactive, failed_safety, terminated, …)
`compound`	No	compound name, ChEMBL ID, or InChIKey

Output Schema

TableJSON Schema

Name	Required	Description
`findings`	No	Matching negative findings (same shape as the REST /findings endpoint).
`has_more`	No	True when more results exist beyond this page.
`coverage_note`	No	Honest coverage caveat for thin Phase-1 modalities (present only when relevant).
`query_metadata`	Yes	Echo of the resolved query — tool, limit, offset, and any applied presets.
`returned_count`	No	Findings returned in this page.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

Changed3 schema fields changedMay 25, 2026

addedInput schema / properties / limit / description

Added value: +"Maximum number of findings to return (1–100, default 25)."

addedInput schema / properties / offset / description

Added value: +"Number of findings to skip before this page, for pagination (default 0)."

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "coverage_note": {
+      "description": "Honest coverage caveat for thin Phase-1 modalities (present only when relevant).",
+      "type": "string"
+    },
+    "findings": {
+      "description": "Matching negative findings (same shape as the REST /findings endpoint).",
+      "items": {
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "has_more": {
+      "description": "True when more results exist beyond this page.",
+      "type": "boolean"
+    },
+    "query_metadata": {
+      "description": "Echo of the resolved query — tool, limit, offset, and any applied presets.",
+      "type": "object"
+    },
+    "returned_count": {
+      "description": "Findings returned in this page.",
+      "type": "integer"
+    }
+  },
+  "required": [
+    "query_metadata"
+  ],
+  "type": "object"
+}

First observedMay 25, 2026

TDQS

C2.1/5.0

Behavior2/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint=false, so the description does not need to cover safety. However, the description adds zero behavioral context beyond annotations, failing to explain what 'failed essentiality' means in terms of data or results.

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

Conciseness2/5

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

The description is only six words long, but this is under-specification, not effective conciseness. For a tool with six parameters and an output schema, the description lacks essential substance and provides almost no value beyond the tool name.

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

Completeness1/5

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

The tool has multiple optional parameters and an output schema, indicating moderate complexity. The description is completely inadequate: it does not explain what a failed essentiality screen is, how the tier filter works, or what the output represents. An agent would need to rely entirely on the schema and annotations.

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 the baseline is 3. The description adds no parameter semantics itself, but the schema fully documents all six parameters, including the tier enum, limit/offset pagination, and filter fields like target, outcome, and compound.

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

Purpose2/5

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

The description 'Non-dependency / failed essentiality screens' is a noun phrase that essentially restates the tool name without a verb or clear action. It does not specify what the tool does (e.g., 'Search for screens where genes are non-essential') and does not differentiate it from sibling tools like search_inactive_compounds.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus its many siblings. No usage context, exclusions, or alternatives are mentioned, leaving the agent to guess based on the tool name alone.

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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