Jsonify

Read the selected run's recorded status and up to 20 output row counts. No full logs or rows.

get_run

Factory platform admins only. Parse UTF-8 CSV with unique current sheet column headers into an UNSAVED sample draft. Cells remain text; existing sample byte and row budgets apply. Use save_directory_sample to publish.

import_directory_sample_csv

Open Jsonify. One bounded page of workspace and pipeline summaries.

open_pipelines

Find up to 50 datasets and their active versions. Use get_dataset for a selected schema.

list_datasets

Find up to 50 pipelines using recorded summaries; no per-item detail loading.

list_pipelines

Factory platform admins only. Discover one page of public directory entries in a workspace in the connected organisation, including listing visibility, public URLs, schedule facts, data-update times and latest recorded quality verdicts. Includes hidden/noindex/index listings with publication consent and published data. Follow next_cursor to read all entries. No page bodies, dataset rows or report histories are loaded; select get_directory_page to edit one page.

list_directory_pages

Find up to 50 interactive Jsonify conversations for explicit continuation; does not load histories.

list_conversations

Read an existing workspace dashboard's layout, registered queries, filters and dataset references, plus a temporary read-only render URL. Use query_dashboard for chart results and get_dashboard_filter_options for filter choices. Does not create or modify the dashboard or source data.

get_dashboard_view

Read exact typed rows from one dataset table, with optional equality filters. Select columns; pages stay pinned to one version. Oversized results require fewer rows/columns. No SQL or credentials.

query_dataset

Run one registered chart query. No caller-supplied SQL.

query_dashboard

Read available choices for one registered filter on an existing workspace dashboard, optionally constrained by current filter selections. Use a filter_id returned by get_dashboard_view. Queries existing dataset values without changing saved filters, dashboards or data.

get_dashboard_filter_options

Factory platform admins only. Read the complete saved sample and edit revision for one published sheet. Null sample means automatic first rows. Use get_dataset to discover output sheets.

get_directory_sample

Factory platform admins only. Read the complete saved public dataset-page content and revision, identified by its pipeline ID in the connected organisation. These are the fields used by Public Directory and the public website, not the pipeline brief or workspace share link. Includes the public URL, live schedule facts, published-data update time, and latest recorded quality verdict with its assessed pipeline version. Use this before update_directory_page.

get_directory_page

Read public events for this exact input. Omit cursor on the first read, then pass the returned next_cursor to read only newer events. Relay Jason's questions and answers. Closing the host does not stop work.

get_conversation

Build new pipelines in the current chat workspace with workspace_id and workspaceless=false. Creating a pipeline is not creating a workspace. Use workspaceless=true only for an explicit new-workspace request or first-time onboarding. If no workspace is known, ask the user to select one. Otherwise build, change, or diagnose data pipelines, or continue an existing conversation. Jason handles authoring, testing and reviewed activation, reading the web sources involved. Jason can delete a pipeline or dataset only when the user explicitly asks; other changes are versioned. Jason may change pipelines, run them and set schedules. Jason's test runs are free; production and scheduled runs count rows against the workspace's capped monthly allowance. It sends data outside Jsonify, such as email or webhooks, only to destinations the user sets up or asks for. Returns promptly; follow the input with get_conversation. Reuse the exact key and arguments on retry.

request_work

Factory platform admins only. Remove the curated sample and use automatic first rows again. Requires the current saved sample revision.

reset_directory_sample

Run an existing activated pipeline, capped at row_limit. Two steps: without confirmation this only returns the row allowance and maximum charge estimate and runs nothing. Show it to the user; after they agree, call again with the same arguments plus the returned confirmation to start the run, then inspect it with get_run. Approval binds the selected revision and retry key; if the active revision changes before confirmation, obtain a fresh estimate and approval. Reads the pipeline's web sources and never posts to them; notifications the user already configured in Jsonify may fire when it finishes. Does not author code or change schedules. Reuse the exact key and arguments on retry.

run_pipeline

Factory platform admins only. Replace one sheet sample with exact supplied rows. Pass the revision from get_directory_sample; stale edits fail. Saved rows persist across dataset updates.

save_directory_sample

Factory platform admins only. Set the one shared default order used by sheet settings, sample preview and landing. Empty column clears sorting.

set_directory_sample_sort

Factory platform admins only. Curate the landing website: unlisted keeps the page accessible by direct URL but out of landing lists and search; noindex lists it on landing without allowing search indexing; index lists it and permits indexing. Read get_directory_page first and pass its content revision. Index requires a public title, meta description and overview. Does not change participation in Factory's in-product Public Directory or override the owner's publication consent. Returns the saved content and landing setting.

set_directory_page_visibility

Show the authenticated organisation, access and up to 50 workspaces. Page with cursor.

get_context

Load a selected pipeline's description, latest production run and bounded output previews.

get_pipeline_view

Start a private Jason preparation with OAuth or an anonymous WorkOS agent token. Returns a private preparation_token and session_id. The token is a random possession proof scoped to this onboarding conversation, not a password, API key or OAuth access/refresh token; it is not signed. It allows access to the preparation and transfer into browser signup, expires after 24 hours if unclaimed, and requires the workspace owner after creation. MCP calls still require an authenticated access token; anonymous agent tokens allow preparation only. Retain both for request_work(workspaceless=true), get_conversation and cancel_work. No collection or workspace is created. Do not expose the token except in the returned trusted signup link.

start_preparation

Factory platform admins only. Update only the supplied public page fields and return the complete saved content and new revision. Omitted fields remain unchanged; supplied lists replace that entire list, and empty strings/lists explicitly clear fields. Read get_directory_page first and pass its revision; stale edits are rejected. Changes affect Public Directory and the public website immediately on their next uncached read. Use the user's keyword research and editorial rules to write factual copy before calling. This does not run Jason, collect data, change indexing/publication consent, or edit workspace shares. License changes require an explicit user decision. After an uncertain response, read the page to check whether the edit saved before retrying.

update_directory_page

Save the cap after the user confirms in the usage panel. May pause collection. Changes no payment method and creates no charge. Existing billing rules apply.

update_workspace_row_limit

Read the selected workspace's current usage, collection cap and pricing.

get_workspace_usage