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8 clients · secrets stay placeholders

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{
  "mcpServers": {
    "crosstabs": {
      "type": "http",
      "url": "https://mcp.crosstabs.com/mcp"
    }
  }
}

claude mcp add --transport http crosstabs https://mcp.crosstabs.com/mcp

[mcp_servers.crosstabs]
url = "https://mcp.crosstabs.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "crosstabs": {
      "type": "remote",
      "url": "https://mcp.crosstabs.com/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "crosstabs": {
      "type": "http",
      "url": "https://mcp.crosstabs.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=crosstabs&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmNyb3NzdGFicy5jb20vbWNwIn0%3D"
}

{
  "servers": {
    "crosstabs": {
      "type": "http",
      "url": "https://mcp.crosstabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "crosstabs": {
      "httpUrl": "https://mcp.crosstabs.com/mcp"
    }
  }
}

extensions:
  "crosstabs":
    enabled: true
    name: "crosstabs"
    type: streamable_http
    uri: "https://mcp.crosstabs.com/mcp"
    timeout: 300

Quality 88 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations52 of 52 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
fail
tools.token_costabout 35,133 tokens to load every tool, a large share of an agent's context
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependencies100 · weight 15

pass
deps.known_vulnsno known advisory in 80 resolved packages
pass
deps.mcp_sdk_versionmcp 1.30.0, no known advisory
pass
deps.resolvable[email protected] resolved: 80 packages

52 tools, about 35,133 tokens to load them all · tool set 0d5803bc7ebe · checked 2026-10-20 06:17 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 47 / 100

no-repository

provenance45

liveness0

freshness85

hygiene80

+website -unreachable(5 failures) ~updated-37d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPI79 dependencies, resolved · MCP SDK mcp 1.30.0 · advisories checked 2026-10-19

No known advisory affects this dependency graph.

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://mcp.crosstabs.com/mcp` streamable-http	none	no (5 failures)	94%	651 ms	2025-11-25	2026-10-11

package	registry	version	runtime	secrets
`crosstabs`	pypi	1.4.0	–

Tools (52)

`analyze_crosstab`read-only	Compute deterministic statistics from a bounded aggregate contingency matrix.
`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.
`apply_filter`	Create and assign an auditable project filter. Queues a hosted job; use get_job to retrieve its result.
`apply_raking_weights`	Recompute a reviewed weighting fingerprint and atomically save a new sampling-weight column and definition with human approval, warning acknowledgement, revision checks and replay. Does not authorize ordinary or complex-survey inference. Queues a hosted job; use get_job to retrieve its result. Obtain actual user approval before calling; do not fabricate approval fields.
`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 result. Obtain actual user approval before calling; do not fabricate approval fields.
`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_job.
`compare_survey_waves`	Compare compatible saved survey waves. This task shortcut uses the same deterministic compare_waves engine and preserves all comparability warnings.
`compare_waves`	Compare compatible tables across project waves. Queues a hosted job; use get_job to retrieve its result.
`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 result.
`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_project`	Create an empty, versioned research project. Queues a hosted job; use get_job to retrieve its result.
`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 credential and cannot be recovered.
`define_banner`	Create or replace a reusable multilevel banner. 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 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 hosted job; use get_job to retrieve its result. Obtain actual user approval before calling; do not fabricate approval fields.
`delete_workspace`destructive	Permanently delete the temporary workspace and all active project, file and job data. This revokes its token.
`detect_schema_drift`	Inspect wave compatibility and propose repairs without mutation. Queues a hosted job; use get_job to retrieve its result.
`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 result.
`fetch`read-only	Fetch one fixed Crosstabs evidence record by identifier.
`generate_report_pack`	Generate an editable evidence-linked PPTX or DOCX pack. 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.
`get_download_link`read-only	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 publicly.
`get_headless_capabilities`read-only	Describe the full accountless hosted MCP, privacy, retention and execution limits.
`get_job`read-only	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_download_link for artifact IDs, or get_rendered_table for completed render_project_table jobs.
`get_rendered_table`read-only	Render the canonical aggregate result of a succeeded render_project_table job. Respondent rows are never included in the widget.
`get_runtime_status`read-only	Inspect this hosted runtime and its fixed resource limits.
`get_started`read-only	Get client-specific connection guidance, a health check, and the first prompt to try. No account, workspace, or upload is required.
`get_workspace`read-only	List this temporary workspace's files, recent jobs and expiry. Includes a private upload link.
`import_dataset`	Validate and import respondent records into a project wave. 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.
`inspect_project`	Inspect a redacted workspace project graph, capabilities and current revision. Queues a hosted job; use get_job to retrieve its result.
`list_projects`	List redacted summaries from the workspace project store. Queues a hosted job; use get_job to retrieve its result.
`preview_raking_weights`	Preview explicit population margins against the saved active wave. Returns aggregate balance, trimming and effective-base diagnostics with a revision-bound review fingerprint; respondent weights remain in the temporary hosted workspace. 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.
`propose_transformation`	Create a draft, data-free transformation recipe for later review. 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 calling; do not fabricate approval fields.
`render_crosstab`read-only	Render a deterministic evidence-linked aggregate crosstab widget.
`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.
`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 fabricate approval fields.
`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 calling; do not fabricate approval fields.
`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 approval before calling; do not fabricate approval fields.
`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 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_demo_analysis`read-only	Run an instant, upload-free tour using a fixed synthetic survey table. Returns an AI-ready answer, numbers, interpretation, warnings and next action.
`run_tab_book`	Compute the selected tab-book recipe with progress and cancellation. Queues a hosted job; use get_job to retrieve its result.
`run_table`	Compute one crosstab with diagnostics and evidence metadata. Queues a hosted job; use get_job to retrieve its result.
`search`read-only	Discover fixed Crosstabs methodology, limitations, and evidence pages.
`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 fabricate approval fields.
`undo_change`	Reverse a recorded reversible project mutation. Queues a hosted job; use get_job to retrieve its result.
`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.
`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 to retrieve its result. Obtain actual user approval before calling; do not fabricate approval fields.
`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 its result.

Schemas: list_tools.

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Official server.json

{
  "name": "io.github.crosstabs/crosstabs",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.crosstabs.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.4.1",
  "packages": [
    {
      "version": "1.4.0",
      "transport": {
        "type": "stdio"
      },
      "identifier": "crosstabs",
      "registryType": "pypi"
    }
  ],
  "websiteUrl": "https://www.crosstabs.com/mcp",
  "description": "Free survey crosstabs with local analysis and temporary hosted MCP project workflows."
}