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jean — Molecular Biology & Genomics

survey_off_targets

Read-only

Count every guide's off-target sites by mismatch class across one sequence, in one pass — the question that comes BEFORE opening any single guide's site table: which of these spacers is worth looking at. Returns counts and the aggregate specificity per spacer, never the sites themselves, so a few hundred spacers cost a few hundred rows rather than a few hundred thousand.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
_filesNoThe project: record references shaped like _subject. Their records become library documents a tool names in sequences/parts/document; a trace or alignment is found by file name.
spacersYesthe protospacers to count — wire the spacers out of a design run, or list them.
subjectNothe sequence to search — wire a record or name a library document; leave unset to search the open record.
_subjectNoThe record to act on: exactly one of sequence, accession (+source), sample (an id from list_samples) or file ({name, text} or {name, base64}); record_index picks one record of several.
circularNocount across the origin as well. Advanced.
nucleaseNowhich nuclease's PAM and geometry to use. Values: SpCas9 (SpCas9: NGG (3')), SpCas9-NG (SpCas9-NG: NG (3')), SpG (SpG: NGN (3')), SpRY (SpRY: NRN (3')), xCas9 (xCas9: NG (3')), SaCas9 (SaCas9: NNGRRT (3')), SaCas9-KKH (SaCas9-KKH: NNNRRT (3')), AsCas12a (AsCas12a: TTTV (5')), LbCas12a (LbCas12a: TTTV (5')), enAsCas12a (enAsCas12a: TTTV (5')).SpCas9
dna_bulgeNoextra bases in the DNA a site may carry. 0 counts mismatches only. In nt. Advanced.
rna_bulgeNoextra bases in the guide a site may carry. Same envelope as `dna_bulge`. In nt. Advanced.
max_mismatchesNohow many mismatches a site may carry and still be counted. Every row is this many classes wide plus the exact one, so the rows line up.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countedYeshow many distinct spacers were counted
skippedYesspacers that could not be counted, each with the reason — never dropped in silence
spacersYesone row per spacer: its counts by mismatch class, its total, its off-target count and its aggregate MIT/CFD specificity within the searched sequence
cleanestYesthe spacer with the fewest off-target sites (ties broken by the higher CFD specificity) — empty when nothing could be counted
searchedYesthe sequence the counts are against, which is what makes them readable later

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare readOnly, non-destructive, non-open-world, so the description need not re-state safety. It earns credit by disclosing output behavior the annotations don't: counts and aggregate specificity are returned rather than individual sites, and row cost scales with spacer count rather than site count. It adds no auth, rate-limit, or failure-mode context, so it stops short of a 5.

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?

Two sentences, front-loaded with the purpose and the workflow hook, then a value/scale rationale. The prose is dense with em-dashes but every clause contributes; no repetition or filler to trim beyond minor tightening.

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 9-parameter tool with an output schema and full annotation coverage, the description supplies what the structured fields cannot: the aggregate-vs-site distinction and the triage framing. Remaining parameter and return-format details are legitimately carried by the 100%-covered schema and output schema, so nothing essential is missing.

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 all nine parameters (spacers, subject, nuclease, bulges, max_mismatches, circular) are already documented in the schema at that baseline. The description's phrase 'by mismatch class' loosely gestures at max_mismatches but adds no syntax, defaults, or format meaning beyond the schema.

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?

States a specific verb and resource — counting every guide's off-target sites by mismatch class across one sequence — and immediately differentiates the tool's output scope from the per-guide site table ('never the sites themselves'). An agent can tell this apart from the site-listing sibling without opening a schema.

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?

Frames the tool as 'the question that comes BEFORE opening any single guide's site table: which of these spacers is worth looking at', which is an explicit when-to-use signal tied to a triage workflow. It does not name the alternative tool (e.g. search_off_targets) or state exclusions, keeping it just short of fully explicit routing.

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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