The MCP tool directory.

Search for a hashtag by name and get its ID. Use the returned ID with ig_get_hashtag_recent or ig_get_hashtag_top. Limited to 30 searches per 7 days.

Analyze the blast radius of a proposed schema change: FK dependencies, affected views, row count, risk score. [ARCHITECT tier]

Pure transform: apply column→attribute mappings to a list of source records and return per-row attribute payloads ready for downstream writes. NO DB writes happen here. Each rule maps `sourceColumn` (a key in the record) to `destinationAttributeDefinitionId` (an attribute definition in the target schema), with an optional `role` tag (uniqueIdentifier, productGroup, name, brand, category, mainImage, productType). The mapping engine performs type coercion against the destination's DataType (e.g. string '42' → 42 for Number) and reports per-row errors and warnings. Recommended downstream flow: use the role-tagged values (especially uniqueIdentifier) as the externalId for `pim.products.batch.create`, then write the per-row attributes via `pim.products.attributes.set`. Response: { targetSchemaId, ruleCount, recordCount, skippedRules: [{ ruleIndex, reason }], items: [{ rowIndex, isSuccess, attributes: [{ attributeDefinitionId, code, dataType, value }], roles: { [role]: value }, errors: [...], warnings: [...] }] }. Errors: { error: { code: 'not_found' | 'bad_input', ... } }.

Delete a SmartImport record. Does NOT delete any PIM data created during execution — only the import record itself. Response: { smartImportId, deleted: bool }. Errors: { error: { code: 'not_found', ... } }.

Finalize a SmartImport: create the PIM schema, traits, attribute definitions, products, variants, and attribute values. Synchronous — may take seconds for large imports. The SmartImport must be in Reviewed state. Transitions to Complete (or Failed on error). Response: { smartImport: {...} } with createdSchemaId, importedProductCount, importedVariantCount populated. Errors: { error: { code: 'not_found' | 'unprocessable', ... } }.

Get a SmartImport by id. By default returns the metadata + field inventory + inferred schema (when present); the raw products list is omitted unless explicitly requested since it can be large. Response: { smartImport: {...}, fieldInventory?, inferredSchema?, rawProductCount, errorMessage? }. Errors: { error: { code: 'not_found', ... } }.

List SmartImports for the current tenant, newest first. Excludes the heavy `rawProducts` list from each entry — call imports.smartImports.get to fetch one in full. Optional `status` filter narrows by lifecycle state. Response: { smartImports: [{ id, status, mode, originalFileName, productCount, variantCount, createdAt, updatedAt }] }. Errors: { error: { code: 'bad_input', ... } }.

Replace the SmartImport's inferred schema with the agent's adjusted version, transitioning the import to Reviewed. The schema shape is the same one returned in imports.smartImports.get's `inferredSchema` field — typically the agent fetches it, edits names/codes/grouping in its own context, and submits the result here. Response: { smartImport: {...} }. Errors: { error: { code: 'not_found' | 'bad_input', ... } }.

Enqueue the AI inference job for a SmartImport. The SmartImport must be in Analyzed state; transitions to Inferring. Inference runs as a background job — poll imports.smartImports.get periodically until status becomes Inferred (or Failed). Response: { smartImport: {...} }. Errors: { error: { code: 'not_found' | 'unprocessable', ... } }.

Upload + analyze inline file content. Supported formats: 'csv' (text/csv) and 'wawiJson' (WAWI-style JSON product feed with FTITLES/FVALUES/DETAIL fields). XLSX is intentionally not supported via MCP in v1 — agents that need XLSX should convert to CSV client-side or use the HTTP API. Returns a SmartImport in Analyzed state with field inventory ready for inference. Response: { smartImport: {...} }. Errors: { error: { code: 'bad_input' | 'unprocessable', ... } }.

Inspects a verified contract's source code or metadata.

Fetch generated read-only platform adapter content, currently Cursor rule adapters for skill packages.

Fetch platform compatibility metadata for a HeyClaude skill entry.

Fetch read-only install, config, usage, and package guidance for a HeyClaude entry.

Fetch read-only MCP client setup snippets for Codex, Claude Desktop, Cursor, Windsurf, or remote HTTP clients.

Cancel an interview record. Module must be Interviews. The body specifies the reason for cancellation.

Cancel an interview record. Module must be Interviews. The body specifies the reason for cancellation.

Cancel an interview record. Module must be Interviews. The body specifies the reason for cancellation.

Cancel an interview record. Module must be Interviews. The body specifies the reason for cancellation.

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion. Unauthenticated calls are rejected.

Verify whether an ISBN-10 or ISBN-13 passes checksum rules and return normalized digits when checking book identifiers before catalog or purchase flows.

Issue a fresh ta_data_* API key for your current tenant. Useful for pasting into /add-database or configuring a separate integration. The new key is tied to your existing plan tier. Rate-limited to 5 issuances per tenant per day.

Get information about a specific issue in a GitHub repository.

Create a new or update an existing issue in a GitHub repository.

Article to legal term linkage (조문→법령용어 연계 조회). This tool searches the linkage from specific law articles to the legal terms defined or used within those articles. Useful for finding all technical terms in a given article. Args: query: Search keyword (default "*") display: Number of results per page (max 100, default 20) page: Page number (1-based, default 1) oc: Optional OC override (defaults to env var) type: Response format - "JSON" (default), "XML", or "HTML" ctx: MCP context (injected automatically) Returns: Search results or error

Poll a background job's state. Status values: queued, processing, success, failed. `progress` is a 0.0–1.0 fraction (null when the job hasn't reported any). Tenant-scoped: agents can only see jobs in their own tenant. Response: { jobId, kind, status, progress, retryCount, started, lastAlive, cancellationRequested }. Errors: { error: { code: 'not_found', ... } }.

Parse a string as JSON to confirm it is well-formed and return a normalized representation when possible before further processing or storage.

Retrieves keyword ideas and their associated SEO metrics by matching input terms or phrases in a specified country, with extensive support for filtering, sorting, and metric selection. Use doc tool first to get the real input schema.

Provides an overview of keyword metrics—including search volume, CPC, ranking difficulty, traffic potential, and intent—for specified keywords, domains, or URLs within a given country. Use doc tool first to get the real input schema.

Returns keyword metrics and related terms—such as "also rank for" keywords and "also talk about" keywords—for a given keyword or keyword list, with filtering and sorting options. Use doc tool first to get the real input schema.