Name: crosstabs
Author: barangaroo

Tools observed via MCP handshake

search — Discover fixed Crosstabs methodology, limitations, and evidence pages.
fetch — Fetch one fixed Crosstabs evidence record by identifier.
analyze_crosstab — Compute deterministic statistics from a bounded aggregate contingency matrix.
render_crosstab — Render a deterministic evidence-linked aggregate crosstab widget.
get_started — Get client-specific connection guidance, a health check, and the first prompt to try. No account, workspace, or upload is required.
run_demo_analysis — Run an instant, upload-free tour using a fixed synthetic survey table. Returns an AI-ready answer, numbers, interpretation, warnings and next action.
get_headless_capabilities — Describe the full accountless hosted MCP, privacy, retention and execution limits.
get_runtime_status — Inspect this hosted runtime and its fixed resource limits.
create_workspace — Create a private temporary workspace without signing in. Explain that uploads leave the device, then obtain consent. The secret token is the sole access credent
get_workspace — List this temporary workspace's files, recent jobs and expiry. Includes a private upload link.
delete_workspace — Permanently delete the temporary workspace and all active project, file and job data. This revokes its token.
get_job — Read a queued analysis job. Wait at least two seconds between polls. Only succeeded jobs contain completed results; failed jobs contain an error. Use get_downlo
get_download_link — Create a private browser download link for an uploaded file or generated artifact in this workspace. The link contains a secret in its fragment; never share it
get_rendered_table — Render the canonical aggregate result of a succeeded render_project_table job. Respondent rows are never included in the widget.
analyze_survey — Run a governed crosstab for an existing hosted project. This task shortcut uses the same deterministic run_table engine and returns a job to poll with get_job.
build_tab_book — Build a reusable tab book for an existing hosted project. This task shortcut uses the same deterministic run_tab_book engine and returns a job to poll with get_
compare_survey_waves — Compare compatible saved survey waves. This task shortcut uses the same deterministic compare_waves engine and preserves all comparability warnings.
create_editable_report — Generate an editable PPTX or DOCX report pack from an existing hosted project. Use get_download_link on the returned artifact ID after the job succeeds.
create_analysis_plan — Create a portable revision-bound document for explicitly selected saved tables without mutating the project. Queues a hosted job; use get_job to retrieve its re
validate_analysis_plan — Preflight a portable analysis plan against the current workspace project and return actionable validation issues. Queues a hosted job; use get_job to retrieve i
run_analysis_plan — Validate and execute a portable plan against one loaded project revision, returning aggregate evidence and review findings. Queues a hosted job; use get_job to
preview_raking_weights — Preview explicit population margins against the saved active wave. Returns aggregate balance, trimming and effective-base diagnostics with a revision-bound revi
apply_raking_weights — Recompute a reviewed weighting fingerprint and atomically save a new sampling-weight column and definition with human approval, warning acknowledgement, revisio
create_project — Create an empty, versioned research project. Queues a hosted job; use get_job to retrieve its result.
import_project — Verify and import a full-data Crosstabs project package as a new workspace copy. Queues a hosted job; use get_job to retrieve its result.
import_dataset — Validate and import respondent records into a project wave. Queues a hosted job; use get_job to retrieve its result.
profile_dataset — Return bounded types, missingness and cardinality diagnostics. Queues a hosted job; use get_job to retrieve its result.
define_row_set — Create or replace a reusable ordered row-variable set, with an optional cases-or-responses denominator for one detected multi-select question. Queues a hosted j
define_banner — Create or replace a reusable multilevel banner. Queues a hosted job; use get_job to retrieve its result.
apply_filter — Create and assign an auditable project filter. Queues a hosted job; use get_job to retrieve its result.
set_weight — Create and assign a validated weighting definition. Queues a hosted job; use get_job to retrieve its result. Obtain actual user approval before calling; do not
run_table — Compute one crosstab with diagnostics and evidence metadata. Queues a hosted job; use get_job to retrieve its result.
render_project_table — Render one revision-bound saved table execution through the canonical workspace evidence widget. Queues a hosted job; use get_job to retrieve its result.
update_variable_metadata — Apply an approved label, coding, missing-value, measurement, role, and display-format update without rewriting respondent rows. Queues a hosted job; use get_job
propose_transformation — Create a draft, data-free transformation recipe for later review. Queues a hosted job; use get_job to retrieve its result.
review_transformation — Approve or reject a draft transformation recipe with recorded human approval. Queues a hosted job; use get_job to retrieve its result. Obtain actual user approv
apply_transformation — Apply an approved transformation to one workspace wave with recorded human approval and reversible provenance. Queues a hosted job; use get_job to retrieve its
undo_transformation — Mark one applied transformation run undone and restore its derived variable in this workspace. Queues a hosted job; use get_job to retrieve its result.
run_complex_survey_method — Run a declared-design OLS, logistic, or K-means method and record bounded canonical evidence. Queues a hosted job; use get_job to retrieve its result.
run_tab_book — Compute the selected tab-book recipe with progress and cancellation. Queues a hosted job; use get_job to retrieve its result.
compare_waves — Compare compatible tables across project waves. Queues a hosted job; use get_job to retrieve its result.
undo_change — Reverse a recorded reversible project mutation. Queues a hosted job; use get_job to retrieve its result.
replace_dataset — Import a replacement wave without overwriting prior source data. Queues a hosted job; use get_job to retrieve its result. Obtain actual user approval before cal
detect_schema_drift — Inspect wave compatibility and propose repairs without mutation. Queues a hosted job; use get_job to retrieve its result.
repair_schema — Apply an approved, reversible schema repair plan. Queues a hosted job; use get_job to retrieve its result. Obtain actual user approval before calling; do not fa
generate_report_pack — Generate an editable evidence-linked PPTX or DOCX pack. Queues a hosted job; use get_job to retrieve its result.
refresh_report_pack — Refresh generated regions while preserving declared manual regions. Queues a hosted job; use get_job to retrieve its result. Obtain actual user approval before
export_project — Export a definition-only package by default or an explicit full-data package to the temporary hosted workspace. Queues a hosted job; use get_job to retrieve its
list_projects — List redacted summaries from the workspace project store. Queues a hosted job; use get_job to retrieve its result.
inspect_project — Inspect a redacted workspace project graph, capabilities and current revision. Queues a hosted job; use get_job to retrieve its result.
get_audit_history — Return paginated append-only project audit events. Queues a hosted job; use get_job to retrieve its result.
define_survey_design — Create an approved immutable Taylor or replicate-weight survey design, or assign an identical existing design, atomically across selected tables. Queues a hoste

when	check	result	http	latency	detail
6 h ago	mcp initialize	failed	503	185 ms	http 503
13 h ago	mcp initialize	ok	200	543 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools
19 h ago	mcp initialize	ok	200	690 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools
25 h ago	mcp initialize	ok	200	280 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools
31 h ago	mcp initialize	ok	200	324 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools
2 d ago	mcp initialize	ok	200	412 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools
2 d ago	mcp initialize	ok	200	627 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools
2 d ago	mcp initialize	ok	200	298 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools
2 d ago	mcp initialize	ok	200	381 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools
3 d ago	mcp initialize	ok	200	243 ms	server crosstabs 0.1.0 · protocol 2025-06-18 · 52 tools

crosstabs

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