Parsewise

Finalize 1 to 25 upload slots after each supplied file has been PUT to its upload_url. Only supplied IDs are finalized, atomically; omitted slots can be finalized later. Ingests files and starts parsing. A file may yield zero, one, or several response items (for example spreadsheet sheets or email attachments). Fails if no new documents are ingested.

finalize_document_upload

Get one agent definition, including extraction instructions, value type, examples, web-search setting, and dimensions.

get_agent

Get per-agent processing status for a project, including parsing, extraction, web-search, resolution progress, consistency counts, and whether the agent pipeline is running.

get_agent_processing_status

Get one project dimension by ID, including description, example values, and value type.

get_dimension

Get extracted text from one 1-indexed document page. Use this to read document content page by page; start_char and max_chars page through unusually large extracted pages.

get_document_page

Get a document overview by project_id and document_id, including the generated summary, metadata, parsing status, tags, file name, file URL, and page count. This does not return full document text.

get_document_summary_and_metadata

Get compact processing status for a project, including document parsing state, pending documents, agent pipeline state, and schema generation status. Use for frequent polling.

get_project_processing_status

Get one resolved agent result, including value, status, dimensions, citations, source document pages, and review metadata. result_id is the resolution_result.id field on a list_results row (not the row's atomic_value_id).

get_result

Get usage and quota limits for a project. Returns project-scoped document, agent, and pipeline-size limits plus organization-level page or credit context used before launching agents. This may prepare internal extraction cardinality records, so it is not advertised as read-only-safe.

get_usage_limits

Launch the agent extraction pipeline for a project after creating or updating agents. Returns immediately; poll agent status or results to track progress. A project with failed documents cannot launch until those files are removed or corrected replacements are uploaded.

launch_agents

List agents in a project. Agents define what to extract from documents and how to normalize it. Returns compact summaries; use get_agent for full instructions, examples, and dimension values.

list_agents

List archived projects in the organization. Archived projects are hidden from list_projects and most project-scoped tools until restored with restore_archived_project.

list_archived_projects

List project dimensions. Create or inspect dimensions before passing dimension_id values to create_agent or update_agent.

list_dimensions

List source documents in a project, most recent first. Use this to find document IDs, page counts, parsing status, tags, and file metadata; use get_document_page to read extracted page text.

list_documents

List project folders in the organisation as a flat list. Assemble the tree from parent_id. Use folder IDs with create_project, update_project, and create_project_folder.

list_project_folders

List projects in the organization. Start here to find project IDs for document, agent, and result tools. Returns project summaries with document counts, agent counts, and whether results exist.

list_projects

List the source passages, reasoning, consistency checks, and citations that contributed to one resolved result. result_id is the resolution_result.id field on a list_results row.

list_result_sources

List resolved agent results for a project. Returns compact result rows across one or more agents. Use get_result for one resolved value and list_result_sources for the source passages behind it.

list_results

Start uploading one or more local documents to a project (up to 25 files per call). Returns a short-lived upload_url per file; PUT each file to its upload_url (curl --data-binary @path), then call finalize_document_upload with the uploaded IDs to finalize together. Single file: file_names=["doc.pdf"]. Supported: pdf, doc(x), ppt(x), xlsx, png, jpg/jpeg, eml. File names must be unique within the batch (duplicates fail here); names that already exist in the project are accepted here but skipped at finalize (finalize fails if nothing new is ingested). Max 250MB per file.

request_document_upload

Restore an archived project to live status so it appears in list_projects and can be used by project-scoped MCP tools again.

restore_archived_project

Update an agent definition and optionally replace its dimensions. Changing instructions, derived prompt or references, value type, examples, unit, web search, complex calculations, or dimensions can delete existing extraction results; run extraction again to regenerate them. Custom dimension changes can also delete values and results for other agents sharing the dimension. Restoring the old definition does not restore deleted results. Pass an empty string to clear optional text fields such as unit, examples, inconsistency_instructions, or resolution_instructions. Converting an agent between extraction and derived is allowed: set agent_type along with the fields the new type needs.

update_agent

Update a project dimension. Omitted fields stay unchanged; renaming uses the same uniqueness and reserved-name rules as create_dimension. Overwrites shared dimension metadata used by every attached agent; previous field values are not retained as an undo history. Renaming can break consumers that refer to the old label. Existing extracted values are preserved, and relaunching alone may reuse completed results. For a type change that must regenerate results, make the change through update_agent dimensions instead of this tool, then launch_agents. Re-submitting an already saved type does not invalidate existing results.

update_dimension

Update project details. Omitted fields are left unchanged.

update_project

Rename a project folder or move it by setting parent_id. Omitted fields are left unchanged. A folder cannot be moved into itself or a descendant.

update_project_folder