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Search PubChem compounds, properties, safety data, bioactivity, and cross-references.

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Status
Healthy
Uptime
100.0% over 47 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
cyanheads/pubchem-mcp-server
GitHub Stars
9
Server Listing
pubchem-mcp-server

TDQS

A4.2/5.0

Scored across 10 tools

Disambiguation5/5

Each tool targets a distinct resource and action: search compounds vs. search assays, get compound details vs. get bioactivity vs. get interactions vs. get safety vs. get xrefs, etc. There is no meaningful overlap or ambiguity between any two tools.

Naming Consistency5/5

All tool names follow a consistent snake_case pattern with the server prefix `pubchem_`, a verb (`get` or `search`), and a clear resource name. Deviations like `pubchem_get_bioactivity` instead of `pubchem_get_compound_bioactivity` are minor and do not break the predictable structure.

Tool Count5/5

Ten tools is a well-scoped number for a PubChem wrapper. Each tool covers a distinct aspect of chemical data access (search, details, structure, image, safety, interactions, bioactivity, xrefs, summaries, assay search) without redundancy or bloat.

Completeness5/5

The tool surface covers the core PubChem workflows: compound search and lookup, structural data (2D image, 3D conformer), physicochemical and safety data, interaction and bioactivity profiles, cross-references, and assay search. For a read-only data retrieval server, there are no obvious dead ends or major missing operations.

Available Tools

10 tools
pubchem_get_bioactivityGet BioactivityA
Read-onlyIdempotent
Inspect

Get a compound's bioactivity profile: which assays tested it, activity outcomes (Active/Inactive/Inconclusive), target identifiers (NCBI Gene ID, UniProt/GenBank accession), and quantitative values (IC50, EC50, Ki, etc.). Filter by outcome and/or a specific molecular target (NCBI Gene ID or protein accession) to focus the profile — e.g. "is this compound active against target T?".

ParametersJSON Schema
NameRequiredDescriptionDefault
cidYesPubChem Compound ID. Resolve from name/SMILES with pubchem_search_compounds.
offsetNoZero-based index of the first assay to return, applied after the outcome and target filters. Pass the nextOffset from a previous call to read the following page. Default: 0.
maxResultsNoMax assay results to return per page (1-100). Well-studied compounds have thousands of records; use offset to reach the ones past this page. Default: 20.
targetGeneIdNoFilter to assays against this NCBI Gene ID. Obtain Gene IDs from pubchem_search_assays or the targetGeneId field of an unfiltered result here. Combine with outcomeFilter="active" to answer "is this compound active against target T?".
outcomeFilterNoFilter by activity outcome. "active" shows only assays where the compound showed activity — most useful for understanding biological profile. Default: "all".all
targetAccessionNoFilter to assays against this target protein accession (UniProt/GenBank), e.g. "P35354". Obtain accessions from pubchem_search_assays or the targetAccession field of an unfiltered result here.

Output Schema

ParametersJSON Schema
NameRequiredDescription
capNoThe maxResults cap that was applied.
cidNoPubChem Compound ID.
errorNoPresent when the call failed. Absent on success.
shownNoAssays returned on this page.
noticeNoRecovery guidance when the filter yields no results or the compound has no bioactivity data.
offsetNoZero-based index of the first assay returned.
resultsNoAssay results matching the filter.
truncatedNoTrue when matching assays remain past this page.
nextOffsetNoOffset to pass on the next call to continue past this page. Omitted when no further assays match.
activeCountNoAssays with "Active" outcome.
totalAssaysNoTotal unique assays for this compound.
targetFilterNoTarget filter applied (gene ID and/or protein accession), when set.
filteredCountNoExact number of assays matching the outcome and target filters, across all pages.
inactiveCountNoAssays with "Inactive" outcome.
outcomeFilterNoOutcome filter applied: active, inactive, or all.
returnedCountNoAssays returned on this page.

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, and idempotentHint, so the safety profile is covered. The description adds meaningful behavioral context beyond annotations by specifying the composition of the bioactivity profile and the filtering behavior, without contradicting the annotations.

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 dense, purposeful sentences. The main resource and result contents are front-loaded, and the filtering use case earns its place with a concrete example. There is no filler or redundancy.

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 the rich input schema, output schema, and readOnly/openWorld/idempotent annotations, the description provides the missing orientation an agent needs: what a bioactivity profile contains and how to answer a target-specific question. Nothing essential to selecting and invoking the tool is absent.

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%, and the schema already documents every parameter in detail, including offset pagination and the targetGeneId/outcomeFilter combination. The description reinforces the intended query pattern but does not meaningfully add new parameter-level semantics, so the baseline 3 applies.

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 starts with a specific verb and resource ('Get a compound's bioactivity profile') and enumerates exactly what is returned: assays, activity outcomes, target identifiers, and quantitative values. The detail is specific enough to distinguish this from sibling tools like pubchem_get_compound_interactions and pubchem_get_compound_xrefs.

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 gives clear context for when to use the tool, including a concrete example ('is this compound active against target T?') and how to focus results by outcome or target. It does not explicitly state when not to use it or name alternatives, so it falls just short of a 5.

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

pubchem_get_compound_3d_structureGet Compound 3D StructureA
Read-onlyIdempotent
Inspect

Get a compound's default 3D conformer — atomic coordinates and bonds — for one CID. format="json" (default) returns atoms and bonds parsed into structured fields; format="sdf" returns the raw V2000 SDF text for passthrough to docking, rendering, or conformer tools. Optionally lists alternate conformer IDs. Not every compound has computed 3D coordinates (large molecules, mixtures, and some salts do not).

ParametersJSON Schema
NameRequiredDescriptionDefault
cidYesPubChem Compound ID. Resolve from name/SMILES with pubchem_search_compounds.
formatNoOutput format. "json" (default) returns parsed atoms and bonds. "sdf" returns the raw V2000 SDF text for passthrough to other tools.json
maxAtomsNoCap the atoms returned in the format="json" preview. atomCount always reports the full total; omitted rows are disclosed via the truncated/shownAtoms enrichment. Defaults to the first 200 atoms.
maxBondsNoCap the bonds returned in the format="json" preview. bondCount always reports the full total; omitted rows are disclosed via the truncated/shownBonds enrichment. Defaults to the first 200 bonds.
includeRawSdfNoFor format="sdf", return the complete raw V2000 SDF even when it exceeds the safe line cap. Default false: an SDF longer than 500 lines is line-capped with disclosure. No effect when format="json".
includeAlternateConformerIdsNoList the IDs of additional computed conformers beyond the default. Slower than the default response. Default: false.

Output Schema

ParametersJSON Schema
NameRequiredDescription
cidNoPubChem Compound ID.
sdfNoRaw V2000 SDF text. Populated when format="sdf".
atomsNoParsed atoms. Populated when format="json".
bondsNoParsed bonds. Populated when format="json".
errorNoPresent when the call failed. Absent on success.
noticeNoGuidance naming which lists were capped and how to widen them.
atomCapNoThe atom cap applied (explicit maxAtoms or the safe default), when the atom list was capped.
bondCapNoThe bond cap applied (explicit maxBonds or the safe default), when the bond list was capped.
atomCountNoNumber of atoms in the conformer.
bondCountNoNumber of bonds in the conformer.
truncatedNoTrue when the atom list, bond list, or raw SDF was capped below its total. atomCount/bondCount always report the full totals.
shownAtomsNoAtoms returned after the cap, when fewer than atomCount. Raise maxAtoms for more.
shownBondsNoBonds returned after the cap, when fewer than bondCount. Raise maxBonds for more.
conformerIdNoDefault (primary) conformer ID. Present when includeAlternateConformerIds is set.
shownSdfLinesNoSDF lines returned when format="sdf" and the raw text was line-capped. Set includeRawSdf for the full record.
alternateConformerIdsNoConformer IDs beyond the default. Present when includeAlternateConformerIds is set and alternates exist.

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, and openWorld hints. The description adds useful behavioral context beyond these: format differences (parsed JSON vs. raw SDF), the caveat that not every compound has 3D coordinates, and performance notes (alternate conformer listing is slower). It also discloses truncation behavior in the parameter descriptions, which is behaviorally relevant. No contradictions with annotations.

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 that front-load the core purpose and then add important qualifications (format options, missing-coordinate caveat). It is efficient without being terse, and every sentence adds value. Some redundancy with the schema exists, but the description remains appropriately sized.

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?

Given the output schema exists, the description does not need to explain return values. It covers the main behavior, both format options, and a key failure mode (missing 3D coordinates). It doesn't explicitly state what happens on a missing conformer, but that could be in the output schema. Overall, it is complete for the tool's complexity.

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% – every parameter already has a clear description in the schema. The tool's description does not add meaning beyond what the schema provides (e.g., it recaps format behavior but that's also in the schema). Therefore, baseline 3 is appropriate; 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 states a specific verb and resource: 'Get a compound's default 3D conformer — atomic coordinates and bonds — for one CID.' This clearly distinguishes it from sibling tools like pubchem_get_compound_details or pubchem_get_compound_image, which focus on other aspects. The scope ('for one CID') adds precision.

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 provides clear context about what the tool does and its format options, but it does not explicitly name alternatives or state when to use this tool versus a sibling. However, it implies usage by its specificity (3D structure) and includes a caveat about missing coordinates, which helps set expectations. The lack of explicit exclusions prevents a score of 5.

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

pubchem_get_compound_detailsGet Compound DetailsA
Read-onlyIdempotent
Inspect

Get detailed compound information by CID. Returns physicochemical properties (molecular weight, SMILES, InChIKey, XLogP, TPSA, etc.), optionally with a textual description (pharmacology, mechanism, therapeutic use), known synonyms, drug-likeness assessment (Lipinski/Veber rules), and/or pharmacological classification (FDA classes, MeSH classes, ATC codes). Accepts up to 100 CIDs per call.

ParametersJSON Schema
NameRequiredDescriptionDefault
cidsYesPubChem Compound IDs to fetch (1-100). Resolve from names/SMILES with pubchem_search_compounds.
propertiesNoProperties to retrieve. Defaults to a core set: MolecularFormula, MolecularWeight, IUPACName, CanonicalSMILES, IsomericSMILES, InChIKey, XLogP, TPSA, HBondDonorCount, HBondAcceptorCount, RotatableBondCount, HeavyAtomCount, Charge, Complexity.
maxSynonymsNoMax synonyms returned per compound per page (1-100). PubChem lists hundreds for common drugs; use synonymOffset to reach the ones past this page. Default: 20.
synonymOffsetNoZero-based index of the first synonym to return within each compound's synonym list. The same offset is applied to every compound in the batch. Pass the nextSynonymOffset from a previous call to read the following page. Default: 0.
includeSynonymsNoFetch known names and synonyms (trade names, systematic names, registry numbers), paged via synonymOffset/maxSynonyms. Fetched for every found CID in the batch. Slower for large CID lists.
maxDescriptionsNoMax number of distinct description entries per compound per page (1-20). PubChem returns near-duplicate summaries from many depositors; duplicates are collapsed before this cap applies. Default: 3.
descriptionOffsetNoZero-based index of the first description to return within each compound's description list. The same offset is applied to every compound in the batch. Pass the nextDescriptionOffset from a previous call to read the following page. Default: 0.
includeDescriptionNoInclude textual descriptions (pharmacology, mechanism, therapeutic use) attributed by source. Well-studied compounds have many overlapping summaries — paged via descriptionOffset/maxDescriptions. Fetched only for the first 10 CIDs in the batch; remaining CIDs return without descriptions and are listed in the response's skippedCids.
includeDrugLikenessNoCompute drug-likeness assessment: Lipinski Rule of Five (MW, XLogP, HBD, HBA) and Veber rules (TPSA, rotatable bonds). Computed from the returned properties, so it adds no latency.
includeClassificationNoInclude pharmacological classification: FDA Established Pharmacologic Classes, mechanisms of action, MeSH classes, and ATC codes. Fetched only for the first 10 CIDs in the batch; remaining CIDs return without classification and are listed in the response's skippedCids.

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
noticeNoRecovery guidance covering the skipped CIDs, an offset that runs past every compound, and pages that remain. Absent when nothing was skipped or truncated.
compoundsNoCompound detail records.
truncatedNoTrue when this response is not the whole picture: a compound has further synonyms or descriptions past this page, or CIDs were skipped by the per-call fan-out limit. Per-compound totals are in compounds[].synonymsTotal / compounds[].descriptionsTotal; the skipped CIDs are in skippedCids.
skippedCidsNoCIDs found in PubChem whose descriptions and classification were NOT fetched because the batch exceeded the per-call fan-out limit. Their absence from a record means "not requested", not "PubChem has none" — re-request these CIDs in a follow-up call. Present only when CIDs were skipped.
enrichedCidsNoCIDs whose descriptions and classification were fetched. Present only when the batch exceeded the per-call fan-out limit and other CIDs were skipped.
synonymOffsetNoZero-based index of the first synonym returned within each compound's list. Present when includeSynonyms is true.
descriptionOffsetNoZero-based index of the first description returned within each compound's list. Present when includeDescription is true.
nextSynonymOffsetNosynonymOffset to pass on the next call to continue past this page. Omitted when no compound in the batch has further synonyms.
nextDescriptionOffsetNodescriptionOffset to pass on the next call to continue past this page. Omitted when no compound in the batch has further descriptions.

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, so safety is covered. The description adds the batch capacity limit ('up to 100 CIDs per call') and the optionality of descriptions, synonyms, drug-likeness, and classification. The surprising 'first 10 CIDs only' limitation is not in the top-level description, but it is documented in the parameter descriptions, so an agent reading the schema will still discover it.

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 with no filler: the first sentence states the core action and return types, the second covers optional content and the batch limit. Every clause earns its place.

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 the rich schema, output schema presence, and annotations, the top-level description is complete enough for an agent to select and call the tool correctly. It provides a compact overview while the schema carries parameter-level details like pagination and the first-10-CID caveat.

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%, and each parameter already has a detailed description explaining defaults, pagination, and effects like skippedCids. The top-level description adds thematic grouping but no parameter syntax or semantics beyond what the schema already provides, so the baseline of 3 is appropriate.

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 opens with a specific verb and resource: 'Get detailed compound information by CID.' It then enumerates the actual content categories — physicochemical properties, descriptions, synonyms, drug-likeness, and pharmacological classification — which clearly distinguishes this tool from siblings like bioactivity, safety, xrefs, and 3D structure.

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?

Usage is implied rather than explicit: the tool should be used when detailed compound data by CID is needed. There is no direct comparison with sibling tools or a when-not-to-use statement, though the schema does point users to pubchem_search_compounds for resolving names/SMILES to CIDs.

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

pubchem_get_compound_imageGet Compound ImageA
Read-onlyIdempotent
Inspect

Fetch a 2D structure diagram (PNG image) for a compound by CID.

ParametersJSON Schema
NameRequiredDescriptionDefault
cidYesPubChem Compound ID. Resolve from name/SMILES with pubchem_search_compounds.
sizeNoImage size: "small" (100x100) or "large" (300x300). Default: "large".large

Output Schema

ParametersJSON Schema
NameRequiredDescription
cidNoPubChem Compound ID.
errorNoPresent when the call failed. Absent on success.
widthNoImage width in pixels.
heightNoImage height in pixels.
mimeTypeNoMIME type — always "image/png".
imageBase64NoBase64-encoded PNG image data.

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, so the safety profile is covered. The description adds that the result is a PNG image, but it does not disclose additional behavioral context such as output size constraints beyond the schema or any limitations of the 2D rendering. This is acceptable but not rich.

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 one short sentence with no filler. The core action and output type are front-loaded, making it immediately scannable, and every word contributes to meaning.

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?

This is a simple read-only tool with one required parameter, a fully documented optional enum, and an output schema present. The description plus schema fully specify how to invoke it correctly. It only misses explicit sibling routing, but that gap is already captured under usage_guidelines.

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%, with both cid and size fully documented and size's enum values described. The description adds only the redundant 'by CID' phrase, providing no meaningful parameter semantics beyond what the schema already gives. Baseline 3 is appropriate.

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 names a specific verb ('Fetch'), a specific resource ('2D structure diagram (PNG image)'), and the required input ('by CID'). The '2D' qualifier explicitly distinguishes it from the sibling tool pubchem_get_compound_3d_structure, so an agent can identify the correct tool immediately.

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 the usage context: an agent should call this when a 2D PNG image of a compound is needed. However, it does not explicitly state when to prefer this tool over siblings like pubchem_get_compound_details or pubchem_get_compound_3d_structure. The cid parameter description does provide a useful prerequisite by pointing to pubchem_search_compounds.

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

pubchem_get_compound_interactionsGet Compound InteractionsA
Read-onlyIdempotent
Inspect

Get a compound's interaction data: drug-drug interactions (DrugBank), drug-food interactions, and chemical-target interactions (binding/activity from BindingDB, ChEMBL, and others). Each entry carries its originating source. Results are paged per kind, with the source-record total and the next offset reported for each. Richest for approved drugs; many compounds have no deposited interaction records.

ParametersJSON Schema
NameRequiredDescriptionDefault
cidYesPubChem Compound ID. Resolve from name/SMILES with pubchem_search_compounds.
kindsNoInteraction kinds to fetch. "drug-drug" (interactions with other drugs), "drug-food" (dietary interactions), "target" (binding/activity against molecular targets). Default: ["drug-drug"].
offsetNoZero-based start position within each requested kind, counted in source records rather than returned entries. The same offset applies to every kind in the call, and the kinds advance at different rates — when paging past the first page, request one kind per call and pass that kind's nextOffset. Default: 0.
maxEntriesNoMax entries per kind per page (1-50). Well-studied drugs have a long tail of interactions; use offset to reach the ones past this page. Default: 10.

Output Schema

ParametersJSON Schema
NameRequiredDescription
cidNoPubChem Compound ID.
errorNoPresent when the call failed. Absent on success.
noticeNoGuidance when a kind failed, when no interaction data was found, when the offset runs past every requested kind, or when further pages remain. Absent when this page is complete and every kind resolved.
offsetNoZero-based start position read within each requested kind.
pagingNoPer-kind page position, one entry per requested kind that was retrieved. A kind listed in failedKinds is absent — its position is unknown, not exhausted.
entriesNoInteraction entries across the requested kinds.
truncatedNoTrue when at least one requested kind has source records remaining past this page. Which kinds, and how many records each holds, is in paging[].truncated / paging[].totalRecords.
nextOffsetNoOffset to pass on the next call, reported when exactly one requested kind has records remaining. Omitted when none do, and when several do — those advance to different positions, so read paging[].nextOffset instead.
failedKindsNoInteraction kinds that could not be retrieved (comma-separated). The returned entries cover the kinds that succeeded; retry to re-attempt the failed ones.
returnedCountNoTotal interaction entries returned across all kinds.
requestedKindsNoInteraction kinds requested (comma-separated).

TDQS

A4.3/5.0
Behavior4/5

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

Annotations declare readOnlyHint, openWorldHint, and idempotentHint, but the description adds valuable context beyond these: results are paged per kind with source-record totals and nextOffset, and that richness varies by drug type. It also discloses that many compounds lack records, which is open-world behavior. This enriches the annotation-driven understanding without contradiction.

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 concise, spanning three sentences that each earn their place: the first explains what is fetched, the second explains paging behavior, and the third sets expectations on data richness. It is front-loaded with purpose, and the paging detail is critical for correct usage. No fluff or redundant repetition of schema details.

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 the complexity of paging logic and multiple interaction kinds, the description fully covers necessary operational details: paging per kind, nextOffset semantics, and the recommendation for one kind per call. The output schema exists, so return format is not needed in the description. The description also notes the open-world nature (many compounds have no records), which is essential context for agents. All critical information is covered.

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 description does not need to explain parameters, but it enhances understanding of the `offset` and `maxEntries` interplay by noting that kinds advance at different rates and advising one kind per call when paging. The description of `kinds` in the schema aligns with the description's list of interactions concatenated with sourcesressor. This adds a layer of nuance not present in the schema, though baseline is 3 due to high coverage.

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 clearly identifies the tool as fetching compound interaction data, listing specific interaction types (drug-drug, drug-food, chemical-target) and their sources. It distinguishes itself from siblings like pubchem_get_bioactivity, which focuses on bioactivity data, and pubchem_get_compound_details, which covers general details. The specificity of 'interaction data' with enumerated kinds and source mentions leaves no ambiguity about purpose.

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 provides clear context for when to use this tool (to retrieve interaction data) and notes that it is richest for approved drugs, implying alternatives for other cases. It does not explicitly warn against using it for bioactivity assays, but the direct reference to interaction data and the enumerations in the schema differentiate it from siblings like pubchem_get_bioactivity. The mention that many compounds have no deposited records guides expectation setting, which is useful for decision-making.

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

pubchem_get_compound_safetyGet Compound SafetyA
Read-onlyIdempotent
Inspect

Get GHS (Globally Harmonized System) hazard classification and safety data for one or more compounds by CID. Returns signal word, pictograms, hazard statements (H-codes), and precautionary statements (P-codes) per compound. Data sourced from PubChem depositors — source attribution included.

ParametersJSON Schema
NameRequiredDescriptionDefault
cidsYesPubChem Compound IDs to fetch safety data for (1-25). Resolve from names/SMILES with pubchem_search_compounds.

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
noticeNoRecovery guidance when one or more CIDs returned no GHS data, listing the unrecognized CIDs to verify separately from the CIDs that exist but carry no deposited classification.
resultsNoSafety results, one per requested CID (input order preserved).
withDataCountNoCIDs with GHS safety data available.
requestedCountNoCIDs requested.

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, so no contradiction exists. The description adds valuable behavioral context by stating the data is sourced from PubChem depositors and that source attribution is included, which informs the agent about data provenance and potential variability without contradicting the openWorldHint.

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?

Three sentences with no filler: the first states the action and resource, the second enumerates the returned data types, and the third notes provenance. The most important scoping information is front-loaded.

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?

This is a simple one-parameter, read-only, idempotent tool with a full output schema and annotations covering side effects and openness. The description supplies enough operational context—input format, output contents, and data source—so an agent can select and invoke it correctly without missing information.

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% and the schema already explains cids semantics, including the 1-25 range and the resolution workflow via pubchem_search_compounds. The description adds no additional parameter-level meaning beyond 'by CID', so a baseline score of 3 is appropriate.

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 ('Get') and resource ('GHS hazard classification and safety data') and specifies the input mechanism ('by CID'). It clearly distinguishes this tool from siblings like pubchem_get_compound_details and pubchem_get_compound_image by focusing on safety/H-codes/P-codes.

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 scopes the tool to GHS safety data, which implies when it should be used, and the input schema reinforces that names/SMILES must be resolved via pubchem_search_compounds first. It does not explicitly name alternatives or exclusions, but the uniqueness of the safety-data purpose makes the intended usage unambiguous.

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

pubchem_get_compound_xrefsGet Compound Cross-ReferencesA
Read-onlyIdempotent
Inspect

Get external database cross-references for a compound: PubMed citations, patent IDs, gene/protein associations, registry numbers, and taxonomy IDs. Results are paged per type — capped at maxPerType with the total count reported; reach the IDs past a page with offset.

ParametersJSON Schema
NameRequiredDescriptionDefault
cidYesPubChem Compound ID. Resolve from name/SMILES with pubchem_search_compounds.
offsetNoZero-based index of the first ID to return within each xref type. The same offset is applied to every requested type. Pass the nextOffset from a previous call to read the following page. Default: 0.
xrefTypesYesCross-reference types to retrieve. String IDs: RegistryID (DSSTox/EPA registry numbers), RN (CAS numbers), PatentID. Numeric IDs: PubMedID, GeneID (NCBI Gene), ProteinGI (legacy NCBI Protein GI), TaxonomyID.
maxPerTypeNoMax IDs to return per xref type per page (1-500). A compound may have thousands of PubMed references; use offset to reach the ones past this page. Total count always reported. Default: 50.

Output Schema

ParametersJSON Schema
NameRequiredDescription
cidNoPubChem Compound ID.
errorNoPresent when the call failed. Absent on success.
xrefsNoCross-references grouped by type.
noticeNoRecovery guidance when every requested xref type returned zero IDs, when the offset runs past every type, or when further pages remain. Absent when this page is complete and non-empty.
offsetNoZero-based index of the first ID returned within each type.
truncatedNoTrue when at least one requested type has IDs remaining past this page. Which types, and how many IDs each holds in total, is in xrefs[].truncated / xrefs[].totalAvailable.
nextOffsetNoOffset to pass on the next call to continue past this page. Omitted when no requested type has further IDs.

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint, so the safety profile is covered. The description adds behavioral value by explaining pagination semantics: results are paged per type, capped at maxPerType, total counts are always reported, and offset reaches further IDs. This goes beyond the annotations without contradicting them.

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?

Two sentences with no waste: the first fronts the purpose and lists the xref types, the second packs the pagination behavior. Every clause earns its place, and the most important information appears first.

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?

Given the presence of a detailed input schema, an output schema, and safety annotations, the description is complete enough for an agent to call the tool correctly. It covers how to page through results and how to resolve the compound ID, with the only gap being explicit routing among sibling tools.

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

Parameters4/5

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 meaning beyond the schema by clarifying that pagination is per xref type and that the total count is reported, which illuminates the behavior of offset and maxPerType. It does not repeat parameter formats but reinforces their usage.

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 states a specific verb ('Get') and resource ('external database cross-references for a compound'), and enumerates the types of xrefs it returns (PubMed citations, patent IDs, gene/protein associations, registry numbers, taxonomy IDs). It is clearly distinct from most siblings, but it does not explicitly distinguish itself from the potentially overlapping pubchem_get_compound_details, so it falls short of a 5.

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 provides useful context on pagination and the cid schema field directs users to pubchem_search_compounds for resolving names/SMILES. However, it does not state when to use this tool versus alternatives such as pubchem_get_compound_details or pubchem_get_summary, nor does it give any exclusions.

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

pubchem_get_summaryGet Entity SummaryA
Read-onlyIdempotent
Inspect

Get descriptive summaries for PubChem entities by ID. Supports assays (AID), genes (Gene ID), proteins (UniProt accession), and taxonomy (Tax ID). Up to 10 per call.

ParametersJSON Schema
NameRequiredDescriptionDefault
entityTypeYesEntity type. Determines ID format and returned fields.
identifiersYesEntity identifiers (1-10). Type depends on entityType: - assay: AID (number), e.g. [1000] - gene: Gene ID (number), e.g. [1956] - protein: UniProt accession (string), e.g. ["P00533"] - taxonomy: Tax ID (number), e.g. [9606]

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
noticeNoRecovery guidance when one or more identifiers were not found.
summariesNoSummary results.
entityTypeNoEntity type queried.
foundCountNoIdentifiers resolved to a summary.
requestedCountNoIdentifiers requested.

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, openWorldHint, and idempotentHint, covering the main safety and repeatability traits. The description adds 'Up to 10 per call,' but this repeats the schema maxItems and does not disclose new behavioral context beyond the structured data.

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?

Two sentences with no filler. The main purpose is front-loaded, and the supported entity types are listed compactly without redundancy.

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?

The description covers the four entity categories and the batch limit, while the schema and output schema supply parameter and return details. It is sufficient for a read-only lookup tool, though it omits alternative-tool guidance entirely.

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%, including detailed identifier formats for each entity type. The description's entity-type list is a useful high-level summary but does not add meaning beyond what the input schema already provides.

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 states a clear verb and resource: 'Get descriptive summaries for PubChem entities by ID.' It also enumerates four supported entity types, which distinguishes it from compound-specific siblings like pubchem_get_compound_details.

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?

There is no guidance on when to use this tool versus sibling tools. It does not name alternatives or provide exclusions such as 'for detailed compound data, use pubchem_get_compound_details instead.'

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

pubchem_search_assaysSearch AssaysA
Read-onlyIdempotent
Inspect

Find PubChem bioassays associated with a biological target. Search by gene symbol (e.g. "EGFR"), protein name, NCBI Gene ID, or UniProt accession. Returns a page of assay IDs (AIDs) — page past maxResults with offset — which can be explored further with pubchem_get_summary.

ParametersJSON Schema
NameRequiredDescriptionDefault
offsetNoZero-based index of the first AID to return. Pass the nextOffset from a previous call to read the following page. Default: 0.
maxResultsNoMax AIDs to return per page (1-200). Popular targets may have thousands of assays; use offset to reach the ones past this page. Default: 50.
targetTypeYesTarget identifier type. "genesymbol" and "proteinname" accept text names. "geneid" accepts NCBI Gene IDs. "proteinaccession" accepts UniProt accessions.
targetQueryYesTarget identifier. Examples: "EGFR" (genesymbol), "Epidermal growth factor receptor" (proteinname), "1956" (geneid), "P00533" (proteinaccession).

Output Schema

ParametersJSON Schema
NameRequiredDescription
capNoThe maxResults cap that was applied.
aidsNoPubChem Assay IDs.
errorNoPresent when the call failed. Absent on success.
shownNoAIDs returned on this page.
noticeNoRecovery guidance when no assays matched, when the offset runs past the result set, or when further pages remain. Absent when this page is complete and non-empty.
offsetNoZero-based index of the first AID returned.
truncatedNoTrue when matching AIDs remain past this page.
nextOffsetNoOffset to pass on the next call to continue past this page. Omitted when no further AIDs match.
targetTypeNoTarget identifier type used: genesymbol, proteinname, geneid, or proteinaccession.
totalFoundNoTotal AIDs found for this target, across all pages.
targetQueryNoTarget identifier searched.

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, and idempotentHint, covering safety and idempotency. The description adds value by disclosing the paginated return ('page of assay IDs'), how to page with offset, and the maxResults limit, which are behavioral details not present in the annotations. No contradictions exist.

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?

Two sentences with no redundancy. The purpose is front-loaded, the identifier types are listed, and the pagination/next-step info is concise. Every sentence earns its place.

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?

The description covers the tool's purpose, the input identifier types, the output (AIDs), pagination behavior, and the natural next step. An output schema exists, so detailed return fields are not needed. No critical gap remains for an agent to call it correctly.

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 schema already documents all four parameters with examples and ranges. The description reinforces the accepted target types but does not add substantive meaning 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.

Purpose5/5

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

The description states a specific verb ('Find'), a clear resource ('PubChem bioassays'), and the criteria ('associated with a biological target'), distinguishing it from sibling compound search tools. It also lists the accepted identifier types, making the tool's scope unambiguous.

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 gives workflow context by noting returned AIDs 'can be explored further with pubchem_get_summary', implicitly indicating when to use this tool versus that one. However, it does not explicitly contrast it with sibling search tools like pubchem_search_compounds, so it falls just short of full exclusion guidance.

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

pubchem_search_compoundsSearch CompoundsA
Read-onlyIdempotent
Inspect

Search PubChem for chemical compounds by identifier (name, SMILES, or InChIKey, batched up to 25), molecular formula in Hill notation, substructure or superstructure containment, or 2D Tanimoto similarity. Returns a page of CIDs — reach matches past maxResults with offset. Optionally hydrate results with properties to avoid a follow-up pubchem_get_compound_details call.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryNoRequired for substructure/superstructure/similarity searches. A SMILES string (e.g. "CC(=O)O") or PubChem CID as a string (e.g. "2244").
offsetNoZero-based index of the first CID to return. Pass the nextOffset from a previous call to read the following page. Identifier lookups resolve every match up front, so paging them is free; formula, substructure, superstructure, and similarity searches have to ask PubChem for offset + maxResults records to reach a page, so deep pages cost progressively more upstream — hence the 10000 ceiling. Default: 0.
formulaNoRequired for formula search. Molecular formula in Hill notation (e.g. "C6H12O6", "CaH2O2").
queryTypeNoRequired for structure/similarity searches. Format of the query: "smiles" or "cid".
thresholdNoSimilarity search only. Minimum Tanimoto similarity (70-100). 90+ for close analogs, 70-80 for scaffold hops. Default: 90.
maxResultsNoMaximum CIDs to return per page (1-200). Use offset to reach matches past this page. Default: 20.
propertiesNoOptional: fetch these properties for each result, avoiding a follow-up details call. E.g. ["MolecularFormula", "MolecularWeight", "CanonicalSMILES"].
searchTypeYesSearch strategy; each mode needs its own fields. "identifier": name/SMILES/InChIKey lookup — requires identifierType and identifiers. "formula": molecular formula — requires formula. "substructure": find compounds containing the query as a substructure. "superstructure": find compounds that are themselves substructures of the query. "similarity": 2D Tanimoto similarity to the query. substructure, superstructure, and similarity require query and queryType.
identifiersNoRequired for identifier search. Array of identifiers to resolve (1-25). Examples: ["aspirin", "ibuprofen"] for name, ["CC(=O)OC1=CC=CC=C1C(=O)O"] for SMILES, ["BSYNRYMUTXBXSQ-UHFFFAOYSA-N"] for inchikey (27-char block format).
identifierTypeNoRequired for identifier search. Type of chemical identifier: "name", "smiles", or "inchikey".
allowOtherElementsNoFormula search only. When true, includes compounds with additional elements beyond the formula.

Output Schema

ParametersJSON Schema
NameRequiredDescription
capNoThe maxResults cap that was applied.
errorNoPresent when the call failed. Absent on success.
shownNoCIDs returned on this page.
noticeNoRecovery guidance when no compounds matched, when the offset runs past the matches observed, when identifiers had no match or could not be interpreted, when identifiers collided on one CID, or when further pages remain. Absent when this page is complete and every identifier resolved to its own CID.
offsetNoZero-based index of the first CID returned.
resultsNoMatching compounds.
truncatedNoTrue when matching CIDs remain past this page.
nextOffsetNoOffset to pass on the next call to continue past this page. Omitted when no further matches remain.
searchTypeNoSearch strategy used: identifier, formula, substructure, superstructure, or similarity.
totalFoundNoExact number of matching CIDs across all pages. Omitted when a formula, substructure, superstructure, or similarity search saturated the records it requested — PubChem returns no match count for those, so totalFoundAtLeast reports a floor instead.
totalFoundAtLeastNoLower bound on matching CIDs, reported in place of totalFound when the exact count is unavailable. At least this many match, and the true total may be higher; page further with offset to observe more.
unresolvedIdentifiersNoIdentifier-mode only: input identifiers that resolved to no CID — PubChem had no match, or could not interpret the input as identifierType (the notice says which). Omitted when every identifier resolved and for non-identifier searches.

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, and idempotentHint, so the description need not restate these. It adds behavioral context by mentioning pagination via offset and the option to hydrate properties to avoid a follow-up call. No contradictions with annotations exist. It does not discuss rate limits or error conditions, but these are not essential given the read-only, idempotent nature.

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 exactly two sentences with no filler. It front-loads the core purpose and search types in the first sentence, then adds pagination and property hydration details in the second. Every phrase contributes to understanding the tool, and there is no redundancy or tangential information.

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 five search modes and 11 parameters, the description provides a high-level overview of all major capabilities, including pagination and optional property hydration. The presence of an output schema and a fully descriptive input schema means the description does not need to repeat parameter details. It covers the essential aspects an agent needs to know to decide when and how to invoke the tool, though it does not delve into edge cases or error scenarios.

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%, so all parameters are already fully documented in the input schema. The description adds high-level context like 'batched up to 25' and 'Hill notation' and '2D Tanimoto similarity', but these details are also present in the schema's parameter descriptions. The description adds minimal additional meaning beyond what the schema provides, so a baseline of 3 is appropriate.

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 explicitly states it searches PubChem for chemical compounds and enumerates all five search modes (identifier, formula, substructure, superstructure, similarity). It clearly distinguishes itself from sibling tools like pubchem_get_compound_details by noting it returns CIDs and can optionally hydrate properties to avoid a follow-up call. The verb 'search' plus resource 'PubChem' and specific search types make the purpose unmistakable.

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 explicitly mentions that hydrating properties avoids a follow-up pubchem_get_compound_details call, which provides clear guidance on when to use this tool over that sibling. It also implies usage scenarios for each search type through its enumeration, though it does not explicitly state exclusions or when not to use it. The schema further details each search mode's requirements, so the guidance is largely sufficient.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedpubchem_search_compounds4 fields changed
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `missing_identifier_args`: searchType is \"identifier\" but identifierType or identifiers were omitted. `missing_formula`: searchType is \"formula\" but the formula field was omitted or blank. `missing_structure_args`: substructure/superstructure/similarity search with query or queryType omitted, or a blank query. `invalid_cid_query`: structure/similarity search with queryType \"cid\" but query is not a positive integer CID. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `missing_identifier_args`: searchType is \"identifier\" but identifierType or identifiers were omitted. `missing_formula`: searchType is \"formula\" but the formula field was omitted or blank. `missing_structure_args`: substructure/superstructure/similarity search with query or queryType omitted, or a blank query. `invalid_cid_query`: structure/similarity search with queryType \"cid\" but query is not a positive integer CID. `identifier_rejected`: identifier search where PubChem rejected every identifier in the batch as unreadable (HTTP 400) — for SMILES, a string it could not standardize into a structure. A batch with any other outcome lists rejected inputs in unresolvedIdentifiers instead. `search_query_rejected`: PubChem failed a formula, substructure, superstructure, or similarity search with HTTP 500 \"Search status indicates failure\" — its answer for a malformed SMILES or formula, a SMILES with a \"*\" wildcard atom, or a CID with no record. Other values are possible when a failure originates below the handler."
      • changedOutput schema / properties / error / properties / data / properties / reason / examples
        Previous value: -[
        -  "missing_identifier_args",
        -  "missing_formula",
        -  "missing_structure_args",
        -  "invalid_cid_query"
        -]New value: +[
        +  "missing_identifier_args",
        +  "missing_formula",
        +  "missing_structure_args",
        +  "invalid_cid_query",
        +  "identifier_rejected",
        +  "search_query_rejected"
        +]
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery guidance when no compounds matched, when the offset runs past the matches observed, when identifiers failed to resolve, or when further pages remain. Absent when this page is complete and every identifier resolved."New value: +"Recovery guidance when no compounds matched, when the offset runs past the matches observed, when identifiers had no match or could not be interpreted, when identifiers collided on one CID, or when further pages remain. Absent when this page is complete and every identifier resolved to its own CID."
      • changedOutput schema / properties / unresolvedIdentifiers / description
        Previous value: -"Identifier-mode only: input identifiers that resolved to no CID. Omitted when every identifier resolved and for non-identifier searches."New value: +"Identifier-mode only: input identifiers that resolved to no CID — PubChem had no match, or could not interpret the input as identifierType (the notice says which). Omitted when every identifier resolved and for non-identifier searches."
  2. 8 tool updates
    • Changedpubchem_get_bioactivity4 fields changed
      • removedInput schema / properties / cid / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / cid / minimum
        Added value: +1
      • removedInput schema / properties / targetGeneId / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / targetGeneId / minimum
        Added value: +1
    • Changedpubchem_get_compound_3d_structure6 fields changed
      • removedInput schema / properties / cid / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / cid / minimum
        Added value: +1
      • removedInput schema / properties / maxAtoms / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / maxAtoms / minimum
        Added value: +1
      • removedInput schema / properties / maxBonds / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / maxBonds / minimum
        Added value: +1
    • Changedpubchem_get_compound_details2 fields changed
      • removedInput schema / properties / cids / items / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / cids / items / minimum
        Added value: +1
    • Changedpubchem_get_compound_image2 fields changed
      • removedInput schema / properties / cid / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / cid / minimum
        Added value: +1
    • Changedpubchem_get_compound_interactions2 fields changed
      • removedInput schema / properties / cid / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / cid / minimum
        Added value: +1
    • Changedpubchem_get_compound_safety2 fields changed
      • removedInput schema / properties / cids / items / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / cids / items / minimum
        Added value: +1
    • Changedpubchem_get_compound_xrefs2 fields changed
      • removedInput schema / properties / cid / exclusiveMinimum
        Removed value: -0
      • addedInput schema / properties / cid / minimum
        Added value: +1
    • Changedpubchem_search_compounds2 fields changed
      • changedInput schema / properties / searchType / description
        Previous value: -"Search strategy. \"identifier\": name/SMILES/InChIKey lookup. \"formula\": molecular formula. \"substructure\": find compounds containing the query as a substructure. \"superstructure\": find compounds that are themselves substructures of the query. \"similarity\": 2D Tanimoto similarity to the query."New value: +"Search strategy; each mode needs its own fields. \"identifier\": name/SMILES/InChIKey lookup — requires identifierType and identifiers. \"formula\": molecular formula — requires formula. \"substructure\": find compounds containing the query as a substructure. \"superstructure\": find compounds that are themselves substructures of the query. \"similarity\": 2D Tanimoto similarity to the query. substructure, superstructure, and similarity require query and queryType."
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `missing_identifier_args`: searchType is \"identifier\" but identifierType or identifiers were omitted. `missing_formula`: searchType is \"formula\" but the formula field was omitted. `missing_structure_args`: substructure/superstructure/similarity search missing query or queryType. `invalid_cid_query`: structure/similarity search with queryType \"cid\" but query is not a positive integer CID. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `missing_identifier_args`: searchType is \"identifier\" but identifierType or identifiers were omitted. `missing_formula`: searchType is \"formula\" but the formula field was omitted or blank. `missing_structure_args`: substructure/superstructure/similarity search with query or queryType omitted, or a blank query. `invalid_cid_query`: structure/similarity search with queryType \"cid\" but query is not a positive integer CID. Other values are possible when a failure originates below the handler."
  3. 4 tool updates
    • Changedpubchem_get_compound_3d_structure1 field changed
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `no_3d_structure`: PubChem has no computed 3D conformer for the requested CID Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `no_3d_structure`: PubChem has no computed 3D conformer for the requested CID. Other values are possible when a failure originates below the handler."
    • Changedpubchem_get_compound_image1 field changed
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `cid_not_found`: PubChem returned 404 for the requested CID Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `cid_not_found`: PubChem returned 404 for the requested CID. Other values are possible when a failure originates below the handler."
    • Changedpubchem_search_assays1 field changed
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `blank_target_query`: targetQuery is empty or whitespace-only `invalid_geneid_query`: targetType is \"geneid\" but targetQuery is not a positive integer Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `blank_target_query`: targetQuery is empty or whitespace-only. `invalid_geneid_query`: targetType is \"geneid\" but targetQuery is not a positive integer. Other values are possible when a failure originates below the handler."
    • Changedpubchem_search_compounds1 field changed
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `missing_identifier_args`: searchType is \"identifier\" but identifierType or identifiers were omitted `missing_formula`: searchType is \"formula\" but the formula field was omitted `missing_structure_args`: substructure/superstructure/similarity search missing query or queryType `invalid_cid_query`: structure/similarity search with queryType \"cid\" but query is not a positive integer CID Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `missing_identifier_args`: searchType is \"identifier\" but identifierType or identifiers were omitted. `missing_formula`: searchType is \"formula\" but the formula field was omitted. `missing_structure_args`: substructure/superstructure/similarity search missing query or queryType. `invalid_cid_query`: structure/similarity search with queryType \"cid\" but query is not a positive integer CID. Other values are possible when a failure originates below the handler."
  4. 1 tool update
    • Changedpubchem_get_compound_details26 fields changed
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / hba / properties / pass / anyOf
        Removed value: -[
        -  {
        -    "type": "boolean"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / hba / properties / pass / type
        Added value: +[
        +  "boolean",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / hba / properties / value / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / hba / properties / value / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / hbd / properties / pass / anyOf
        Removed value: -[
        -  {
        -    "type": "boolean"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / hbd / properties / pass / type
        Added value: +[
        +  "boolean",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / hbd / properties / value / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / hbd / properties / value / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / mw / properties / pass / anyOf
        Removed value: -[
        -  {
        -    "type": "boolean"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / mw / properties / pass / type
        Added value: +[
        +  "boolean",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / mw / properties / value / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / mw / properties / value / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / xLogP / properties / pass / anyOf
        Removed value: -[
        -  {
        -    "type": "boolean"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / xLogP / properties / pass / type
        Added value: +[
        +  "boolean",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / xLogP / properties / value / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / lipinski / properties / xLogP / properties / value / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / pass / anyOf
        Removed value: -[
        -  {
        -    "type": "boolean"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / pass / type
        Added value: +[
        +  "boolean",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / veber / properties / rotatableBonds / properties / pass / anyOf
        Removed value: -[
        -  {
        -    "type": "boolean"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / veber / properties / rotatableBonds / properties / pass / type
        Added value: +[
        +  "boolean",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / veber / properties / rotatableBonds / properties / value / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / veber / properties / rotatableBonds / properties / value / type
        Added value: +[
        +  "number",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / veber / properties / tpsa / properties / pass / anyOf
        Removed value: -[
        -  {
        -    "type": "boolean"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / veber / properties / tpsa / properties / pass / type
        Added value: +[
        +  "boolean",
        +  "null"
        +]
      • removedOutput schema / properties / compounds / items / properties / drugLikeness / properties / veber / properties / tpsa / properties / value / anyOf
        Removed value: -[
        -  {
        -    "type": "number"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]
      • addedOutput schema / properties / compounds / items / properties / drugLikeness / properties / veber / properties / tpsa / properties / value / type
        Added value: +[
        +  "number",
        +  "null"
        +]
  5. 10 tool updates
    • Changedpubchem_get_bioactivity6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "cid",
        +      "totalAssays",
        +      "activeCount",
        +      "inactiveCount",
        +      "results",
        +      "outcomeFilter",
        +      "filteredCount",
        +      "returnedCount",
        +      "offset"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode.",
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "cid",
        -  "totalAssays",
        -  "activeCount",
        -  "inactiveCount",
        -  "results",
        -  "outcomeFilter",
        -  "filteredCount",
        -  "returnedCount",
        -  "offset"
        -]
    • Changedpubchem_get_compound_3d_structure6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "cid",
        +      "atomCount",
        +      "bondCount"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `no_3d_structure`: PubChem has no computed 3D conformer for the requested CID Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "no_3d_structure"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "cid",
        -  "atomCount",
        -  "bondCount"
        -]
    • Changedpubchem_get_compound_details7 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "compounds",
        +      "truncated"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode.",
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when this response is not the whole picture: a compound has further synonyms or descriptions past this page, or CIDs were skipped by the per-call fan-out limit. Per-compound totals are in compounds[].synonymsTotal / compounds[].descriptionsTotal; the skipped CIDs are in skippedCids.",
        +  "type": "boolean"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "compounds"
        -]
    • Changedpubchem_get_compound_image6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "cid",
        +      "imageBase64",
        +      "mimeType",
        +      "width",
        +      "height"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `cid_not_found`: PubChem returned 404 for the requested CID Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "cid_not_found"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "cid",
        -  "imageBase64",
        -  "mimeType",
        -  "width",
        -  "height"
        -]
    • Changedpubchem_get_compound_interactions7 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "cid",
        +      "entries",
        +      "paging",
        +      "requestedKinds",
        +      "returnedCount",
        +      "truncated",
        +      "offset"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode.",
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when at least one requested kind has source records remaining past this page. Which kinds, and how many records each holds, is in paging[].truncated / paging[].totalRecords.",
        +  "type": "boolean"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "cid",
        -  "entries",
        -  "paging",
        -  "requestedKinds",
        -  "returnedCount",
        -  "offset"
        -]
    • Changedpubchem_get_compound_safety6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "results",
        +      "requestedCount",
        +      "withDataCount"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode.",
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "results",
        -  "requestedCount",
        -  "withDataCount"
        -]
    • Changedpubchem_get_compound_xrefs7 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "cid",
        +      "xrefs",
        +      "offset",
        +      "truncated"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode.",
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when at least one requested type has IDs remaining past this page. Which types, and how many IDs each holds in total, is in xrefs[].truncated / xrefs[].totalAvailable.",
        +  "type": "boolean"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "cid",
        -  "xrefs",
        -  "offset"
        -]
    • Changedpubchem_get_summary6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "entityType",
        +      "summaries",
        +      "requestedCount",
        +      "foundCount"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode.",
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "entityType",
        -  "summaries",
        -  "requestedCount",
        -  "foundCount"
        -]
    • Changedpubchem_search_assays6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "aids",
        +      "targetType",
        +      "targetQuery",
        +      "totalFound",
        +      "offset"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `blank_target_query`: targetQuery is empty or whitespace-only `invalid_geneid_query`: targetType is \"geneid\" but targetQuery is not a positive integer Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "blank_target_query",
        +            "invalid_geneid_query"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "aids",
        -  "targetType",
        -  "targetQuery",
        -  "totalFound",
        -  "offset"
        -]
    • Changedpubchem_search_compounds6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "results",
        +      "searchType",
        +      "offset"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `missing_identifier_args`: searchType is \"identifier\" but identifierType or identifiers were omitted `missing_formula`: searchType is \"formula\" but the formula field was omitted `missing_structure_args`: substructure/superstructure/similarity search missing query or queryType `invalid_cid_query`: structure/similarity search with queryType \"cid\" but query is not a positive integer CID Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "missing_identifier_args",
        +            "missing_formula",
        +            "missing_structure_args",
        +            "invalid_cid_query"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "results",
        -  "searchType",
        -  "offset"
        -]
  6. 5 tool updates
    • Changedpubchem_get_bioactivity1 field changed
      • changedInput schema / properties / maxResults / type
        Previous value: -"number"New value: +"integer"
    • Changedpubchem_get_compound_interactions7 fields changed
      • changedInput schema / properties / maxEntries / description
        Previous value: -"Max entries per kind (1-50). Well-studied drugs have a long tail of interactions. Default: 10."New value: +"Max entries per kind per page (1-50). Well-studied drugs have a long tail of interactions; use offset to reach the ones past this page. Default: 10."
      • addedInput schema / properties / offset
        Added value: +{
        +  "default": 0,
        +  "description": "Zero-based start position within each requested kind, counted in source records rather than returned entries. The same offset applies to every kind in the call, and the kinds advance at different rates — when paging past the first page, request one kind per call and pass that kind's nextOffset. Default: 0.",
        +  "maximum": 2147483646,
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / nextOffset
        Added value: +{
        +  "description": "Offset to pass on the next call, reported when exactly one requested kind has records remaining. Omitted when none do, and when several do — those advance to different positions, so read paging[].nextOffset instead.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / notice / description
        Previous value: -"Guidance when no interaction data was found for the requested kinds."New value: +"Guidance when a kind failed, when no interaction data was found, when the offset runs past every requested kind, or when further pages remain. Absent when this page is complete and every kind resolved."
      • addedOutput schema / properties / offset
        Added value: +{
        +  "description": "Zero-based start position read within each requested kind.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / paging
        Added value: +{
        +  "description": "Per-kind page position, one entry per requested kind that was retrieved. A kind listed in failedKinds is absent — its position is unknown, not exhausted.",
        +  "items": {
        +    "additionalProperties": false,
        +    "description": "Page position for one interaction kind.",
        +    "properties": {
        +      "kind": {
        +        "description": "Interaction category this page covers.",
        +        "enum": [
        +          "drug-drug",
        +          "drug-food",
        +          "target"
        +        ],
        +        "type": "string"
        +      },
        +      "nextOffset": {
        +        "description": "Offset to pass on the next call to continue this kind past the current page. Omitted when no records remain.",
        +        "type": "number"
        +      },
        +      "returnedCount": {
        +        "description": "Interaction entries returned for this kind.",
        +        "type": "number"
        +      },
        +      "totalRecords": {
        +        "description": "Source records available for this kind, across all pages. Entries are derived from these records and can be fewer: a \"target\" record naming no molecular target and a \"drug-drug\" record carrying no statement both yield nothing, and duplicate measurements collapse within a page. Pages divide the records, not the entries, so a duplicate split across two pages is reported on both.",
        +        "type": "number"
        +      },
        +      "truncated": {
        +        "description": "True when source records remain for this kind past the current page.",
        +        "type": "boolean"
        +      }
        +    },
        +    "required": [
        +      "kind",
        +      "returnedCount",
        +      "totalRecords",
        +      "truncated"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "cid",
        -  "entries",
        -  "requestedKinds",
        -  "returnedCount"
        -]New value: +[
        +  "cid",
        +  "entries",
        +  "paging",
        +  "requestedKinds",
        +  "returnedCount",
        +  "offset"
        +]
    • Changedpubchem_get_compound_xrefs1 field changed
      • changedInput schema / properties / maxPerType / type
        Previous value: -"number"New value: +"integer"
    • Changedpubchem_search_assays1 field changed
      • changedInput schema / properties / maxResults / type
        Previous value: -"number"New value: +"integer"
    • Changedpubchem_search_compounds11 fields changed
      • changedInput schema / properties / maxResults / description
        Previous value: -"Maximum CIDs to return (1-200). Default: 20."New value: +"Maximum CIDs to return per page (1-200). Use offset to reach matches past this page. Default: 20."
      • changedInput schema / properties / maxResults / type
        Previous value: -"number"New value: +"integer"
      • addedInput schema / properties / offset
        Added value: +{
        +  "default": 0,
        +  "description": "Zero-based index of the first CID to return. Pass the nextOffset from a previous call to read the following page. Identifier lookups resolve every match up front, so paging them is free; formula, substructure, superstructure, and similarity searches have to ask PubChem for offset + maxResults records to reach a page, so deep pages cost progressively more upstream — hence the 10000 ceiling. Default: 0.",
        +  "maximum": 10000,
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / nextOffset
        Added value: +{
        +  "description": "Offset to pass on the next call to continue past this page. Omitted when no further matches remain.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery guidance when no compounds matched — echoes search strategy and suggests how to broaden. Absent when results were returned."New value: +"Recovery guidance when no compounds matched, when the offset runs past the matches observed, when identifiers failed to resolve, or when further pages remain. Absent when this page is complete and every identifier resolved."
      • addedOutput schema / properties / offset
        Added value: +{
        +  "description": "Zero-based index of the first CID returned.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / shown / description
        Previous value: -"CIDs returned after the maxResults cap."New value: +"CIDs returned on this page."
      • changedOutput schema / properties / totalFound / description
        Previous value: -"Exact number of matching CIDs, before the maxResults cap. Omitted when a formula, substructure, superstructure, or similarity search filled its page — PubChem returns no match count for those, so totalFoundAtLeast reports a floor instead."New value: +"Exact number of matching CIDs across all pages. Omitted when a formula, substructure, superstructure, or similarity search saturated the records it requested — PubChem returns no match count for those, so totalFoundAtLeast reports a floor instead."
      • changedOutput schema / properties / totalFoundAtLeast / description
        Previous value: -"Lower bound on matching CIDs, reported in place of totalFound when the exact count is unavailable. At least this many match, and the true total may be higher; raise maxResults to retrieve more."New value: +"Lower bound on matching CIDs, reported in place of totalFound when the exact count is unavailable. At least this many match, and the true total may be higher; page further with offset to observe more."
      • changedOutput schema / properties / truncated / description
        Previous value: -"True when CIDs were capped at maxResults — more matches exist than returned."New value: +"True when matching CIDs remain past this page."
      • changedOutput schema / required
        Previous value: -[
        -  "results",
        -  "searchType"
        -]New value: +[
        +  "results",
        +  "searchType",
        +  "offset"
        +]
  7. 5 tool updates
    • Changedpubchem_get_bioactivity9 fields changed
      • changedInput schema / properties / maxResults / description
        Previous value: -"Max assay results to return (1-100). Well-studied compounds have thousands of records. Default: 20."New value: +"Max assay results to return per page (1-100). Well-studied compounds have thousands of records; use offset to reach the ones past this page. Default: 20."
      • addedInput schema / properties / offset
        Added value: +{
        +  "default": 0,
        +  "description": "Zero-based index of the first assay to return, applied after the outcome and target filters. Pass the nextOffset from a previous call to read the following page. Default: 0.",
        +  "maximum": 9007199254740991,
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • changedOutput schema / properties / filteredCount / description
        Previous value: -"Assays matching the outcome and target filters, before the maxResults cap."New value: +"Exact number of assays matching the outcome and target filters, across all pages."
      • addedOutput schema / properties / nextOffset
        Added value: +{
        +  "description": "Offset to pass on the next call to continue past this page. Omitted when no further assays match.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / offset
        Added value: +{
        +  "description": "Zero-based index of the first assay returned.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / returnedCount / description
        Previous value: -"Assays returned after the maxResults cap."New value: +"Assays returned on this page."
      • changedOutput schema / properties / shown / description
        Previous value: -"Assays returned after the maxResults cap."New value: +"Assays returned on this page."
      • changedOutput schema / properties / truncated / description
        Previous value: -"True when results were capped at maxResults — more matching assays exist."New value: +"True when matching assays remain past this page."
      • changedOutput schema / required
        Previous value: -[
        -  "cid",
        -  "totalAssays",
        -  "activeCount",
        -  "inactiveCount",
        -  "results",
        -  "outcomeFilter",
        -  "filteredCount",
        -  "returnedCount"
        -]New value: +[
        +  "cid",
        +  "totalAssays",
        +  "activeCount",
        +  "inactiveCount",
        +  "results",
        +  "outcomeFilter",
        +  "filteredCount",
        +  "returnedCount",
        +  "offset"
        +]
    • Changedpubchem_get_compound_details18 fields changed
      • addedInput schema / properties / descriptionOffset
        Added value: +{
        +  "default": 0,
        +  "description": "Zero-based index of the first description to return within each compound's description list. The same offset is applied to every compound in the batch. Pass the nextDescriptionOffset from a previous call to read the following page. Default: 0.",
        +  "maximum": 9007199254740991,
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • changedInput schema / properties / includeClassification / description
        Previous value: -"Include pharmacological classification: FDA Established Pharmacologic Classes, mechanisms of action, MeSH classes, and ATC codes. Fetched only for the first 10 CIDs in the batch; remaining CIDs return without classification."New value: +"Include pharmacological classification: FDA Established Pharmacologic Classes, mechanisms of action, MeSH classes, and ATC codes. Fetched only for the first 10 CIDs in the batch; remaining CIDs return without classification and are listed in the response's skippedCids."
      • changedInput schema / properties / includeDescription / description
        Previous value: -"Include textual descriptions (pharmacology, mechanism, therapeutic use) attributed by source. Well-studied compounds have many overlapping summaries — capped via maxDescriptions. Fetched only for the first 10 CIDs in the batch; remaining CIDs return without descriptions."New value: +"Include textual descriptions (pharmacology, mechanism, therapeutic use) attributed by source. Well-studied compounds have many overlapping summaries — paged via descriptionOffset/maxDescriptions. Fetched only for the first 10 CIDs in the batch; remaining CIDs return without descriptions and are listed in the response's skippedCids."
      • changedInput schema / properties / includeSynonyms / description
        Previous value: -"Fetch all known names and synonyms (trade names, systematic names, registry numbers). Slower for large CID lists."New value: +"Fetch known names and synonyms (trade names, systematic names, registry numbers), paged via synonymOffset/maxSynonyms. Fetched for every found CID in the batch. Slower for large CID lists."
      • changedInput schema / properties / maxDescriptions / description
        Previous value: -"Max number of distinct description entries per compound (1-20). PubChem returns near-duplicate summaries from many depositors; duplicates are collapsed before this cap applies. Default: 3."New value: +"Max number of distinct description entries per compound per page (1-20). PubChem returns near-duplicate summaries from many depositors; duplicates are collapsed before this cap applies. Default: 3."
      • changedInput schema / properties / maxSynonyms / description
        Previous value: -"Max synonyms returned per compound (1-100). PubChem lists hundreds for common drugs; capped to keep the response focused. Default: 20."New value: +"Max synonyms returned per compound per page (1-100). PubChem lists hundreds for common drugs; use synonymOffset to reach the ones past this page. Default: 20."
      • addedInput schema / properties / synonymOffset
        Added value: +{
        +  "default": 0,
        +  "description": "Zero-based index of the first synonym to return within each compound's synonym list. The same offset is applied to every compound in the batch. Pass the nextSynonymOffset from a previous call to read the following page. Default: 0.",
        +  "maximum": 9007199254740991,
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • changedOutput schema / properties / compounds / items / properties / descriptions / description
        Previous value: -"Textual descriptions, deduplicated and capped at maxDescriptions. Each entry carries optional source attribution."New value: +"Textual descriptions on this page, deduplicated then windowed by descriptionOffset/maxDescriptions. Each entry carries optional source attribution. Empty when descriptionOffset runs past descriptionsTotal."
      • changedOutput schema / properties / compounds / items / properties / descriptionsTotal / description
        Previous value: -"Total distinct descriptions available before truncation. Larger than descriptions.length when more sources exist — increase maxDescriptions to see them."New value: +"Total distinct descriptions available for this compound, across all pages. Larger than descriptions.length when more sources exist — raise maxDescriptions or page with descriptionOffset to see them."
      • changedOutput schema / properties / compounds / items / properties / synonyms / description
        Previous value: -"Known names and synonyms."New value: +"Known names and synonyms on this page, windowed by synonymOffset/maxSynonyms. Empty when synonymOffset runs past synonymsTotal."
      • changedOutput schema / properties / compounds / items / properties / synonymsTotal / description
        Previous value: -"Total synonyms available before truncation. Larger than synonyms.length when more exist — increase maxSynonyms to see them."New value: +"Total synonyms available for this compound, across all pages. Larger than synonyms.length when more exist — raise maxSynonyms or page with synonymOffset to see them."
      • addedOutput schema / properties / descriptionOffset
        Added value: +{
        +  "description": "Zero-based index of the first description returned within each compound's list. Present when includeDescription is true.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / enrichedCids
        Added value: +{
        +  "description": "CIDs whose descriptions and classification were fetched. Present only when the batch exceeded the per-call fan-out limit and other CIDs were skipped.",
        +  "items": {
        +    "type": "number"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / nextDescriptionOffset
        Added value: +{
        +  "description": "descriptionOffset to pass on the next call to continue past this page. Omitted when no compound in the batch has further descriptions.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / nextSynonymOffset
        Added value: +{
        +  "description": "synonymOffset to pass on the next call to continue past this page. Omitted when no compound in the batch has further synonyms.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Recovery guidance covering the skipped CIDs, an offset that runs past every compound, and pages that remain. Absent when nothing was skipped or truncated.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / skippedCids
        Added value: +{
        +  "description": "CIDs found in PubChem whose descriptions and classification were NOT fetched because the batch exceeded the per-call fan-out limit. Their absence from a record means \"not requested\", not \"PubChem has none\" — re-request these CIDs in a follow-up call. Present only when CIDs were skipped.",
        +  "items": {
        +    "type": "number"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / synonymOffset
        Added value: +{
        +  "description": "Zero-based index of the first synonym returned within each compound's list. Present when includeSynonyms is true.",
        +  "type": "number"
        +}
    • Changedpubchem_get_compound_xrefs9 fields changed
      • changedInput schema / properties / maxPerType / description
        Previous value: -"Max IDs to return per xref type (1-500). A compound may have thousands of PubMed references. Total count always reported. Default: 50."New value: +"Max IDs to return per xref type per page (1-500). A compound may have thousands of PubMed references; use offset to reach the ones past this page. Total count always reported. Default: 50."
      • addedInput schema / properties / offset
        Added value: +{
        +  "default": 0,
        +  "description": "Zero-based index of the first ID to return within each xref type. The same offset is applied to every requested type. Pass the nextOffset from a previous call to read the following page. Default: 0.",
        +  "maximum": 9007199254740991,
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / nextOffset
        Added value: +{
        +  "description": "Offset to pass on the next call to continue past this page. Omitted when no requested type has further IDs.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery guidance when every requested xref type returned zero IDs — hints to verify the CID. Absent when any cross-references were found."New value: +"Recovery guidance when every requested xref type returned zero IDs, when the offset runs past every type, or when further pages remain. Absent when this page is complete and non-empty."
      • addedOutput schema / properties / offset
        Added value: +{
        +  "description": "Zero-based index of the first ID returned within each type.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / xrefs / items / properties / ids / description
        Previous value: -"Cross-reference IDs (capped by maxPerType)."New value: +"Cross-reference IDs on this page (window of offset + maxPerType)."
      • changedOutput schema / properties / xrefs / items / properties / totalAvailable / description
        Previous value: -"Total IDs available before truncation."New value: +"Total IDs available for this type, across all pages."
      • changedOutput schema / properties / xrefs / items / properties / truncated / description
        Previous value: -"Whether results were truncated."New value: +"True when IDs for this type remain past the current page."
      • changedOutput schema / required
        Previous value: -[
        -  "cid",
        -  "xrefs"
        -]New value: +[
        +  "cid",
        +  "xrefs",
        +  "offset"
        +]
    • Changedpubchem_search_assays9 fields changed
      • changedInput schema / properties / maxResults / description
        Previous value: -"Max AIDs to return (1-200). Popular targets may have thousands of assays. Default: 50."New value: +"Max AIDs to return per page (1-200). Popular targets may have thousands of assays; use offset to reach the ones past this page. Default: 50."
      • addedInput schema / properties / offset
        Added value: +{
        +  "default": 0,
        +  "description": "Zero-based index of the first AID to return. Pass the nextOffset from a previous call to read the following page. Default: 0.",
        +  "maximum": 9007199254740991,
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / nextOffset
        Added value: +{
        +  "description": "Offset to pass on the next call to continue past this page. Omitted when no further AIDs match.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery guidance when no assays matched — echoes the target and suggests alternative search types. Absent when assays were returned."New value: +"Recovery guidance when no assays matched, when the offset runs past the result set, or when further pages remain. Absent when this page is complete and non-empty."
      • addedOutput schema / properties / offset
        Added value: +{
        +  "description": "Zero-based index of the first AID returned.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / shown / description
        Previous value: -"AIDs returned after the maxResults cap."New value: +"AIDs returned on this page."
      • changedOutput schema / properties / totalFound / description
        Previous value: -"Total AIDs found before the maxResults cap."New value: +"Total AIDs found for this target, across all pages."
      • changedOutput schema / properties / truncated / description
        Previous value: -"True when AIDs were capped at maxResults — more assays exist than returned."New value: +"True when matching AIDs remain past this page."
      • changedOutput schema / required
        Previous value: -[
        -  "aids",
        -  "targetType",
        -  "targetQuery",
        -  "totalFound"
        -]New value: +[
        +  "aids",
        +  "targetType",
        +  "targetQuery",
        +  "totalFound",
        +  "offset"
        +]
    • Changedpubchem_search_compounds3 fields changed
      • changedOutput schema / properties / totalFound / description
        Previous value: -"Total CIDs found before the maxResults cap."New value: +"Exact number of matching CIDs, before the maxResults cap. Omitted when a formula, substructure, superstructure, or similarity search filled its page — PubChem returns no match count for those, so totalFoundAtLeast reports a floor instead."
      • addedOutput schema / properties / totalFoundAtLeast
        Added value: +{
        +  "description": "Lower bound on matching CIDs, reported in place of totalFound when the exact count is unavailable. At least this many match, and the true total may be higher; raise maxResults to retrieve more.",
        +  "type": "number"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "results",
        -  "searchType",
        -  "totalFound"
        -]New value: +[
        +  "results",
        +  "searchType"
        +]
  8. 3 tool updates
    • Changedpubchem_get_compound_3d_structure1 field changed
      • changedInput schema / properties / includeAlternateConformerIds / description
        Previous value: -"List the IDs of additional computed conformers beyond the default. Adds one extra API call. Default: false."New value: +"List the IDs of additional computed conformers beyond the default. Slower than the default response. Default: false."
    • Changedpubchem_get_compound_details4 fields changed
      • changedInput schema / properties / cids / description
        Previous value: -"PubChem Compound IDs to fetch (1-100). Batched efficiently. Resolve from names/SMILES with pubchem_search_compounds."New value: +"PubChem Compound IDs to fetch (1-100). Resolve from names/SMILES with pubchem_search_compounds."
      • changedInput schema / properties / includeDrugLikeness / description
        Previous value: -"Compute drug-likeness assessment: Lipinski Rule of Five (MW, XLogP, HBD, HBA) and Veber rules (TPSA, rotatable bonds). No extra API calls — computed from properties."New value: +"Compute drug-likeness assessment: Lipinski Rule of Five (MW, XLogP, HBD, HBA) and Veber rules (TPSA, rotatable bonds). Computed from the returned properties, so it adds no latency."
      • changedInput schema / properties / includeSynonyms / description
        Previous value: -"Fetch all known names and synonyms (trade names, systematic names, registry numbers). One API call per CID — slower than the property batch for large CID lists."New value: +"Fetch all known names and synonyms (trade names, systematic names, registry numbers). Slower for large CID lists."
      • changedInput schema / properties / maxDescriptions / description
        Previous value: -"Max number of distinct description entries per compound (1-20). PubChem returns near-duplicate summaries from many depositors; we dedup and cap to keep responses focused. Default: 3."New value: +"Max number of distinct description entries per compound (1-20). PubChem returns near-duplicate summaries from many depositors; duplicates are collapsed before this cap applies. Default: 3."
    • Changedpubchem_get_summary1 field changed
      • changedOutput schema / properties / summaries / items / properties / data / properties / lineage / description
        Previous value: -"Parent taxonomy lineage (taxonomy summaries)."New value: +"Taxonomic lineage ordered from the most inclusive rank to the most specific, e.g. [\"Eukaryota\", \"Metazoa\", \"Chordata\"] (taxonomy summaries). Ranks that do not apply to the entity are omitted."
  9. 2 tool updates
    • Changedpubchem_get_compound_interactions1 field changed
      • removedOutput schema / properties / entries / items / properties / severity
        Removed value: -{
        -  "description": "Raw severity as the source reports it — not normalized across sources, and frequently unset (most sources embed severity in the statement text).",
        -  "type": "string"
        -}
    • Changedpubchem_get_compound_safety6 fields changed
      • changedOutput schema / properties / notice / description
        Previous value: -"Cross-tool guidance when one or more CIDs have no GHS data, pointing to an alternative source."New value: +"Recovery guidance when one or more CIDs returned no GHS data, listing the unrecognized CIDs to verify separately from the CIDs that exist but carry no deposited classification."
      • addedOutput schema / properties / results / items / properties / ghs / properties / precautionaryStatements / items / properties / decoded
        Added value: +{
        +  "description": "Whether \"statement\" carries the standard text. False for codes needing label-specific fill text the depositor must supply (disposal method, firefighting agent, first-aid reference) and for codes outside the decoder table; the code itself is still authoritative.",
        +  "type": "boolean"
        +}
      • changedOutput schema / properties / results / items / properties / ghs / properties / precautionaryStatements / items / properties / statement / description
        Previous value: -"Precautionary statement text."New value: +"Standard precautionary statement text for the code. Empty string when \"decoded\" is false — PubChem deposits P-codes without text, so a blank statement means the code was not decoded, never that the depositor supplied an empty statement."
      • changedOutput schema / properties / results / items / properties / ghs / properties / precautionaryStatements / items / required
        Previous value: -[
        -  "code",
        -  "statement"
        -]New value: +[
        +  "code",
        +  "statement",
        +  "decoded"
        +]
      • addedOutput schema / properties / results / items / properties / status
        Added value: +{
        +  "description": "Outcome for this CID. \"ok\": GHS data returned. \"no_ghs_data\": the compound exists in PubChem but has no deposited GHS classification. \"cid_not_found\": PubChem has no record for this CID at all — the identifier is wrong, so verify it with pubchem_search_compounds rather than concluding the compound is unclassified.",
        +  "enum": [
        +    "ok",
        +    "no_ghs_data",
        +    "cid_not_found"
        +  ],
        +  "type": "string"
        +}
      • changedOutput schema / properties / results / items / required
        Previous value: -[
        -  "cid",
        -  "hasData"
        -]New value: +[
        +  "cid",
        +  "hasData",
        +  "status"
        +]
  10. 1 tool update
    • Changedpubchem_get_compound_3d_structure10 fields changed
      • addedInput schema / properties / includeRawSdf
        Added value: +{
        +  "default": false,
        +  "description": "For format=\"sdf\", return the complete raw V2000 SDF even when it exceeds the safe line cap. Default false: an SDF longer than 500 lines is line-capped with disclosure. No effect when format=\"json\".",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / maxAtoms
        Added value: +{
        +  "description": "Cap the atoms returned in the format=\"json\" preview. atomCount always reports the full total; omitted rows are disclosed via the truncated/shownAtoms enrichment. Defaults to the first 200 atoms.",
        +  "exclusiveMinimum": 0,
        +  "maximum": 9007199254740991,
        +  "type": "integer"
        +}
      • addedInput schema / properties / maxBonds
        Added value: +{
        +  "description": "Cap the bonds returned in the format=\"json\" preview. bondCount always reports the full total; omitted rows are disclosed via the truncated/shownBonds enrichment. Defaults to the first 200 bonds.",
        +  "exclusiveMinimum": 0,
        +  "maximum": 9007199254740991,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / atomCap
        Added value: +{
        +  "description": "The atom cap applied (explicit maxAtoms or the safe default), when the atom list was capped.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / bondCap
        Added value: +{
        +  "description": "The bond cap applied (explicit maxBonds or the safe default), when the bond list was capped.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Guidance naming which lists were capped and how to widen them.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / shownAtoms
        Added value: +{
        +  "description": "Atoms returned after the cap, when fewer than atomCount. Raise maxAtoms for more.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shownBonds
        Added value: +{
        +  "description": "Bonds returned after the cap, when fewer than bondCount. Raise maxBonds for more.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shownSdfLines
        Added value: +{
        +  "description": "SDF lines returned when format=\"sdf\" and the raw text was line-capped. Set includeRawSdf for the full record.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when the atom list, bond list, or raw SDF was capped below its total. atomCount/bondCount always report the full totals.",
        +  "type": "boolean"
        +}
  11. 2 tool updates
    • Changedpubchem_get_compound_xrefs1 field changed
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Recovery guidance when every requested xref type returned zero IDs — hints to verify the CID. Absent when any cross-references were found.",
        +  "type": "string"
        +}
    • Changedpubchem_search_compounds1 field changed
      • addedOutput schema / properties / unresolvedIdentifiers
        Added value: +{
        +  "description": "Identifier-mode only: input identifiers that resolved to no CID. Omitted when every identifier resolved and for non-identifier searches.",
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
  12. 1 tool update
    • Changedpubchem_get_compound_details2 fields changed
      • addedInput schema / properties / maxSynonyms
        Added value: +{
        +  "default": 20,
        +  "description": "Max synonyms returned per compound (1-100). PubChem lists hundreds for common drugs; capped to keep the response focused. Default: 20.",
        +  "maximum": 100,
        +  "minimum": 1,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / compounds / items / properties / synonymsTotal
        Added value: +{
        +  "description": "Total synonyms available before truncation. Larger than synonyms.length when more exist — increase maxSynonyms to see them.",
        +  "type": "number"
        +}
  13. 3 tool updates
    • Changedpubchem_get_bioactivity3 fields changed
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "The maxResults cap that was applied.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "Assays returned after the maxResults cap.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when results were capped at maxResults — more matching assays exist.",
        +  "type": "boolean"
        +}
    • Changedpubchem_search_assays3 fields changed
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "The maxResults cap that was applied.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "AIDs returned after the maxResults cap.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when AIDs were capped at maxResults — more assays exist than returned.",
        +  "type": "boolean"
        +}
    • Changedpubchem_search_compounds3 fields changed
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "The maxResults cap that was applied.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "CIDs returned after the maxResults cap.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when CIDs were capped at maxResults — more matches exist than returned.",
        +  "type": "boolean"
        +}
  14. 5 tool updates
    • Changedpubchem_get_bioactivity8 fields changed
      • addedInput schema / properties / targetAccession
        Added value: +{
        +  "description": "Filter to assays against this target protein accession (UniProt/GenBank), e.g. \"P35354\". Obtain accessions from pubchem_search_assays or the targetAccession field of an unfiltered result here.",
        +  "type": "string"
        +}
      • addedInput schema / properties / targetGeneId
        Added value: +{
        +  "description": "Filter to assays against this NCBI Gene ID. Obtain Gene IDs from pubchem_search_assays or the targetGeneId field of an unfiltered result here. Combine with outcomeFilter=\"active\" to answer \"is this compound active against target T?\".",
        +  "exclusiveMinimum": 0,
        +  "maximum": 9007199254740991,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / filteredCount
        Added value: +{
        +  "description": "Assays matching the outcome and target filters, before the maxResults cap.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Recovery guidance when the filter yields no results or the compound has no bioactivity data.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / outcomeFilter
        Added value: +{
        +  "description": "Outcome filter applied: active, inactive, or all.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / returnedCount
        Added value: +{
        +  "description": "Assays returned after the maxResults cap.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / targetFilter
        Added value: +{
        +  "description": "Target filter applied (gene ID and/or protein accession), when set.",
        +  "type": "string"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "cid",
        -  "totalAssays",
        -  "activeCount",
        -  "inactiveCount",
        -  "results"
        -]New value: +[
        +  "cid",
        +  "totalAssays",
        +  "activeCount",
        +  "inactiveCount",
        +  "results",
        +  "outcomeFilter",
        +  "filteredCount",
        +  "returnedCount"
        +]
    • Addedpubchem_get_compound_3d_structure
    • Addedpubchem_get_compound_interactions
    • Changedpubchem_get_compound_safety12 fields changed
      • removedInput schema / properties / cid
        Removed value: -{
        -  "description": "PubChem Compound ID. Resolve from name/SMILES with pubchem_search_compounds.",
        -  "exclusiveMinimum": 0,
        -  "maximum": 9007199254740991,
        -  "type": "integer"
        -}
      • addedInput schema / properties / cids
        Added value: +{
        +  "description": "PubChem Compound IDs to fetch safety data for (1-25). Resolve from names/SMILES with pubchem_search_compounds.",
        +  "items": {
        +    "exclusiveMinimum": 0,
        +    "maximum": 9007199254740991,
        +    "type": "integer"
        +  },
        +  "maxItems": 25,
        +  "minItems": 1,
        +  "type": "array"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "cid"
        -]New value: +[
        +  "cids"
        +]
      • removedOutput schema / properties / cid
        Removed value: -{
        -  "description": "PubChem Compound ID.",
        -  "type": "number"
        -}
      • removedOutput schema / properties / ghs
        Removed value: -{
        -  "additionalProperties": false,
        -  "description": "GHS classification data.",
        -  "properties": {
        -    "hazardStatements": {
        -      "description": "GHS hazard statements.",
        -      "items": {
        -        "additionalProperties": false,
        -        "description": "GHS hazard statement entry.",
        -        "properties": {
        -          "code": {
        -            "description": "H-code (e.g. \"H225\").",
        -            "type": "string"
        -          },
        -          "statement": {
        -            "description": "Hazard statement text.",
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "code",
        -          "statement"
        -        ],
        -        "type": "object"
        -      },
        -      "type": "array"
        -    },
        -    "pictograms": {
        -      "description": "GHS pictogram labels (e.g. \"Flammable\", \"Toxic\").",
        -      "items": {
        -        "type": "string"
        -      },
        -      "type": "array"
        -    },
        -    "precautionaryStatements": {
        -      "description": "GHS precautionary statements.",
        -      "items": {
        -        "additionalProperties": false,
        -        "description": "GHS precautionary statement entry.",
        -        "properties": {
        -          "code": {
        -            "description": "P-code (e.g. \"P210\").",
        -            "type": "string"
        -          },
        -          "statement": {
        -            "description": "Precautionary statement text.",
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "code",
        -          "statement"
        -        ],
        -        "type": "object"
        -      },
        -      "type": "array"
        -    },
        -    "signalWord": {
        -      "description": "GHS signal word: \"Danger\" or \"Warning\".",
        -      "type": "string"
        -    }
        -  },
        -  "required": [
        -    "pictograms",
        -    "hazardStatements",
        -    "precautionaryStatements"
        -  ],
        -  "type": "object"
        -}
      • removedOutput schema / properties / hasData
        Removed value: -{
        -  "description": "Whether GHS safety data is available for this compound.",
        -  "type": "boolean"
        -}
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Cross-tool guidance when one or more CIDs have no GHS data, pointing to an alternative source.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / requestedCount
        Added value: +{
        +  "description": "CIDs requested.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / results
        Added value: +{
        +  "description": "Safety results, one per requested CID (input order preserved).",
        +  "items": {
        +    "additionalProperties": false,
        +    "description": "Per-CID safety result.",
        +    "properties": {
        +      "cid": {
        +        "description": "PubChem Compound ID.",
        +        "type": "number"
        +      },
        +      "ghs": {
        +        "additionalProperties": false,
        +        "description": "GHS classification data.",
        +        "properties": {
        +          "hazardStatements": {
        +            "description": "GHS hazard statements.",
        +            "items": {
        +              "additionalProperties": false,
        +              "description": "GHS hazard statement entry.",
        +              "properties": {
        +                "code": {
        +                  "description": "H-code (e.g. \"H225\").",
        +                  "type": "string"
        +                },
        +                "statement": {
        +                  "description": "Hazard statement text.",
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "code",
        +                "statement"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          "pictograms": {
        +            "description": "GHS pictogram labels (e.g. \"Flammable\", \"Toxic\").",
        +            "items": {
        +              "type": "string"
        +            },
        +            "type": "array"
        +          },
        +          "precautionaryStatements": {
        +            "description": "GHS precautionary statements.",
        +            "items": {
        +              "additionalProperties": false,
        +              "description": "GHS precautionary statement entry.",
        +              "properties": {
        +                "code": {
        +                  "description": "P-code (e.g. \"P210\").",
        +                  "type": "string"
        +                },
        +                "statement": {
        +                  "description": "Precautionary statement text.",
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "code",
        +                "statement"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          "signalWord": {
        +            "description": "GHS signal word: \"Danger\" or \"Warning\".",
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "pictograms",
        +          "hazardStatements",
        +          "precautionaryStatements"
        +        ],
        +        "type": "object"
        +      },
        +      "hasData": {
        +        "description": "Whether GHS safety data is available for this compound.",
        +        "type": "boolean"
        +      },
        +      "source": {
        +        "description": "Data source attribution.",
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "cid",
        +      "hasData"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
      • removedOutput schema / properties / source
        Removed value: -{
        -  "description": "Data source attribution.",
        -  "type": "string"
        -}
      • addedOutput schema / properties / withDataCount
        Added value: +{
        +  "description": "CIDs with GHS safety data available.",
        +  "type": "number"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "cid",
        -  "hasData"
        -]New value: +[
        +  "results",
        +  "requestedCount",
        +  "withDataCount"
        +]
    • Changedpubchem_get_summary4 fields changed
      • addedOutput schema / properties / foundCount
        Added value: +{
        +  "description": "Identifiers resolved to a summary.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Recovery guidance when one or more identifiers were not found.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / requestedCount
        Added value: +{
        +  "description": "Identifiers requested.",
        +  "type": "number"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "entityType",
        -  "summaries"
        -]New value: +[
        +  "entityType",
        +  "summaries",
        +  "requestedCount",
        +  "foundCount"
        +]
  15. 2 tool updates
    • Changedpubchem_search_assays3 fields changed
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Recovery guidance when no assays matched — echoes the target and suggests alternative search types. Absent when assays were returned.",
        +  "type": "string"
        +}
      • changedOutput schema / properties / totalFound / description
        Previous value: -"Total AIDs found."New value: +"Total AIDs found before the maxResults cap."
      • changedOutput schema / required
        Previous value: -[
        -  "targetType",
        -  "targetQuery",
        -  "totalFound",
        -  "aids"
        -]New value: +[
        +  "aids",
        +  "targetType",
        +  "targetQuery",
        +  "totalFound"
        +]
    • Changedpubchem_search_compounds3 fields changed
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Recovery guidance when no compounds matched — echoes search strategy and suggests how to broaden. Absent when results were returned.",
        +  "type": "string"
        +}
      • changedOutput schema / properties / totalFound / description
        Previous value: -"Total CIDs found (before maxResults cap)."New value: +"Total CIDs found before the maxResults cap."
      • changedOutput schema / required
        Previous value: -[
        -  "searchType",
        -  "totalFound",
        -  "results"
        -]New value: +[
        +  "results",
        +  "searchType",
        +  "totalFound"
        +]

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