MethodIQ Tools

io.github.cnucho/methodiq-toolsVersion 0.3.1

Create and revise diagrams, charts, PowerPoint presentations and research workflows.

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Last checked: Nov 14, 2026, 14:47 UTC
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https://methodiq-tools-production.up.railway.app/mcpResponds234 msNov 14, 2026, 14:47 UTC

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Claude Code

claude mcp add --transport http methodiq-tools https://methodiq-tools-production.up.railway.app/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: methodiq-tools
Remote MCP server URL: https://methodiq-tools-production.up.railway.app/mcp

Cursor

{
  "mcpServers": {
    "methodiq-tools": {
      "url": "https://methodiq-tools-production.up.railway.app/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"methodiq-tools","type":"http","url":"https://methodiq-tools-production.up.railway.app/mcp"}'

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Tools

126 tools

Tools of MethodIQ Tools
	Description		Read-only	Idempotent	Open world
`analysis_analyze_correspondence`Exploratory simple correspondence analysis of integer contingency counts, inertia and row/column coordinates.	Exploratory simple correspondence analysis of integer contingency counts, inertia and row/column coordinates.	No	Yes	Not declared	No
`analysis_audit_reported_statistics`Recompute exact p from supplied t/F/chi-square and df, flag numerical disagreement. NOT data or study validation.	Recompute exact p from supplied t/F/chi-square and df, flag numerical disagreement. NOT data or study validation.	No	Yes	Not declared	No
`analysis_diagnose_covariate_balance`Report named-covariate standardized mean differences, variance ratios and KS statistics with an explicit balance threshold. Not a causal test.	Report named-covariate standardized mean differences, variance ratios and KS statistics with an explicit balance threshold. Not a causal test.	No	Yes	Not declared	No
`analysis_estimate_matched_effect`Estimate a paired continuous mean difference or binary risk difference for a supplied fixed 1:1 match, with conditional inference and explicit limitations.	Estimate a paired continuous mean difference or binary risk difference for a supplied fixed 1:1 match, with conditional inference and explicit limitations.	No	Yes	Not declared	No
`analysis_estimate_propensity_scores`Fit standardized L2-logistic propensity scores from pre-treatment numeric covariates. Returns coefficients and common support; predictive fit is not causal identification.	Fit standardized L2-logistic propensity scores from pre-treatment numeric covariates. Returns coefficients and common support; predictive fit is not causal identification.	No	Yes	Not declared	No
`analysis_fit_pls_regression`PLS1/PLS2 regression with fixed components and fold-local scaling. NOT PLS-SEM. Independent rows only.	PLS1/PLS2 regression with fixed components and fold-local scaling. NOT PLS-SEM. Independent rows only.	No	Yes	Not declared	No
`analysis_get_analysis_details`Read one verified detail section only when the summary is insufficient. Never invent a section or recalculate supplied numbers.	Read one verified detail section only when the summary is insufficient. Never invent a section or recalculate supplied numbers.	No	Yes	Not declared	No
`analysis_get_analysis_recommendation_context`Read one pending Analysis Studio question and its SPSS variable metadata so the host conversation AI can recommend an analysis method and variable roles. Row-level data are never returned. After deciding, call submit_analysis_recommendation.	Read one pending Analysis Studio question and its SPSS variable metadata so the host conversation AI can recommend an analysis method and variable roles. Row-level data are never returned. After deciding, call submit_analysis_recommendation.	No	Yes	Not declared	No
`analysis_get_analysis_summary`Read the compact, code-verified summary and interpretation contract for a completed Analysis Studio result. Use this before requesting details.	Read the compact, code-verified summary and interpretation contract for a completed Analysis Studio result. Use this before requesting details.	No	Yes	Not declared	No
`analysis_get_classroom_demo_catalog`Read the three Korean classroom demo scenarios, variables, questions and learning points before running a demo.	Read the three Korean classroom demo scenarios, variables, questions and learning points before running a demo.	No	Yes	Not declared	No
`analysis_get_special_analysis_guide`Read methods, examples, assumptions and limitations before analysis.	Read methods, examples, assumptions and limitations before analysis.	No	Yes	Not declared	No
`analysis_match_propensity_scores`Optimal 1:1 no-replacement matching under a logit-SD caliper, retention, before/after balance and unmatched records. Outcome is optional and descriptive only.	Optimal 1:1 no-replacement matching under a logit-SD caliper, retention, before/after balance and unmatched records. Outcome is optional and descriptive only.	No	Yes	Not declared	No
`analysis_run_classroom_demo`Run a reproducible synthetic-data classroom analysis and return results, interpretation, checks and follow-up questions for the AI host to explain.	Run a reproducible synthetic-data classroom analysis and return results, interpretation, checks and follow-up questions for the AI host to explain.	No	Yes	Not declared	No
`analysis_run_propensity_score_matching`Run the deterministic ATT PSM workflow: validate receipt, estimate scores, match outcome-blind, diagnose balance, estimate the matched effect, run a caliper sensitivity grid and return a reproducibility digest.	Run the deterministic ATT PSM workflow: validate receipt, estimate scores, match outcome-blind, diagnose balance, estimate the matched effect, run a caliper sensitivity grid and return a reproducibility digest.	No	Yes	Not declared	No
`analysis_submit_analysis_recommendation`Submit the host conversation AI recommendation for a pending Analysis Studio request. App code validates every variable name, type, category count and role conflict before the web form can apply it. This does not confirm or run the analysis.	Submit the host conversation AI recommendation for a pending Analysis Studio request. App code validates every variable name, type, category count and role conflict before the web form can apply it. This does not confirm or run the analysis.	No	No	Not declared	No
`analysis_submit_analysis_report`Save the final report written by the host conversation AI after it has read the verified summary and any necessary detail sections. The app never writes this narrative. Return the report link to the user after saving.	Save the final report written by the host conversation AI after it has read the verified summary and any necessary detail sections. The app never writes this narrative. Return the report link to the user after saving.	No	No	Not declared	No
`analysis_test_mean_equivalence`TOST mean equivalence, independent Welch or paired t. User must specify equivalence bounds in original outcome units. NOT nonsignificance or equal variances.	TOST mean equivalence, independent Welch or paired t. User must specify equivalence bounds in original outcome units. NOT nonsignificance or equal variances.	No	Yes	Not declared	No
`analysis_test_variance_homogeneity`Median-centered Levene/Brown-Forsythe equal-variance test. NOT measurement invariance or equivalence.	Median-centered Levene/Brown-Forsythe equal-variance test. NOT measurement invariance or equivalence.	No	Yes	Not declared	No
`analyze_graph`Report structural cycles, isolated nodes, missing endpoints, and unreachable nodes. Conditions are not evaluated.	Report structural cycles, isolated nodes, missing endpoints, and unreachable nodes. Conditions are not evaluated.	No	Yes	Not declared	No
`apply_chart_style`Switch the complete automatic style preset while preserving chart data and type. Use the latest revision.	Switch the complete automatic style preset while preserving chart data and type. Use the latest revision.	No	No	Not declared	No
`apply_diagram_changes`Apply atomic targeted changes. Revision must match get_diagram. Stable IDs cannot be renamed.	Apply atomic targeted changes. Revision must match get_diagram. Stable IDs cannot be renamed.	No	No	Not declared	No
`apply_pptx_patch`Apply revision-checked text or style changes to at most two slides in a saved PPTX document.	Apply revision-checked text or style changes to at most two slides in a saved PPTX document.	No	No	Not declared	No
`apply_pptx_structure_patch`Add, remove, duplicate or reorder slides, and add, remove, move or resize text boxes on at most two slide positions while preserving the rest of the PPTX package.	Add, remove, duplicate or reorder slides, and add, remove, move or resize text boxes on at most two slide positions while preserving the rest of the PPTX package.	No	No	Not declared	No
`approve_report_chart`Record an explicit user confirmation for the current report chart revision and evidence digests. Call only after showing the result and receiving confirmation.	Record an explicit user confirmation for the current report chart revision and evidence digests. Call only after showing the result and receiving confirmation.	No	No	Not declared	No
`copy_diagram`Save an independent copy while preserving the source.	Save an independent copy while preserving the source.	No	No	Not declared	No
`create_chart`create chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	create chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`create_deck`create deck. Updates require the current revision; read the deck before applying user feedback.	create deck. Updates require the current revision; read the deck before applying user feedback.	No	No	Not declared	No
`create_diagram`Create an editable diagram from a template or graph. Then call render_diagram_editor.	Create an editable diagram from a template or graph. Then call render_diagram_editor.	No	No	Not declared	No
`create_pptx_from_outline`Create a downloadable PPTX file from a slide outline.	Create a downloadable PPTX file from a slide outline.	No	No	Not declared	No
`create_report_chart`create report chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	create report chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`delete_pptx_document`Permanently delete a saved PPTX document and all of its revisions from the owner's workspace.	Permanently delete a saved PPTX document and all of its revisions from the owner's workspace.	No	No	Not declared	No
`delete_saved_diagram`Delete only a user-requested saved diagram to free a slot.	Delete only a user-requested saved diagram to free a slot.	No	No	Not declared	No
`diagram_list_capabilities`List diagram tool capabilities.	List diagram tool capabilities.	No	No	Not declared	No
`export_chart`export chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	export chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`export_deck`Export the current deck as a downloadable PPTX. Return the downloadUrl as a clickable link to the user. The private link expires in 10 minutes; export again if expired. Anyone with the link can download until expiry. No permanent ChatGPT file attachment is implied.	Export the current deck as a downloadable PPTX. Return the downloadUrl as a clickable link to the user. The private link expires in 10 minutes; export again if expired. Anyone with the link can download until expiry. No permanent ChatGPT file attachment is implied.	No	No	Not declared	No
`export_diagram_svg`Export the exact current diagram revision as a self-contained SVG for presentation or document insertion.	Export the exact current diagram revision as a self-contained SVG for presentation or document insertion.	No	No	Not declared	No
`export_graphviz_dot`Export a graph packet as Graphviz DOT syntax.	Export a graph packet as Graphviz DOT syntax.	No	No	Not declared	No
`export_mermaid_flowchart`Export a graph packet as Mermaid flowchart syntax.	Export a graph packet as Mermaid flowchart syntax.	No	No	Not declared	No
`export_pptx_document`Export the current revision of a saved PPTX document as a private download.	Export the current revision of a saved PPTX document as a private download.	No	No	Not declared	No
`extract_focus_graph`Extract a neighborhood suitable for a focused diagram export.	Extract a neighborhood suitable for a focused diagram export.	No	Yes	Not declared	No
`get_chart`get chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	get chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	Yes	Not declared	No
`get_deck`get deck. Updates require the current revision; read the deck before applying user feedback.	get deck. Updates require the current revision; read the deck before applying user feedback.	No	Yes	Not declared	No
`get_diagram`Read authoritative graph, revision, selection and feedback before editing.	Read authoritative graph, revision, selection and feedback before editing.	No	Yes	Not declared	No
`get_methodiq_task_status`Check a MethodIQ task that continued in the background after the chat response window. Poll with the returned taskId until status is completed or failed.	Check a MethodIQ task that continued in the background after the chat response window. Poll with the returned taskId until status is completed or failed.	No	Yes	Not declared	No
`get_methodiq_tool_guide`Explain how to use MethodIQ Tools or one connected specialist in the user's language, including what to provide, the interaction steps, example requests, outputs and limits. Check tools/list for live availability.	Explain how to use MethodIQ Tools or one connected specialist in the user's language, including what to provide, the interaction steps, example requests, outputs and limits. Check tools/list for live availability.	No	Yes	Not declared	No
`get_pptx_document`Read metadata for one saved PPTX document.	Read metadata for one saved PPTX document.	No	Yes	Not declared	No
`get_pptx_workspace_status`Check whether the owner's PPTX document workspace is available and backed by configured persistent storage.	Check whether the owner's PPTX document workspace is available and backed by configured persistent storage.	No	Yes	Not declared	No
`get_renderer_status`Check whether server-side PPTX compatibility rendering is available. This does not claim Microsoft PowerPoint fidelity.	Check whether server-side PPTX compatibility rendering is available. This does not claim Microsoft PowerPoint fidelity.	No	Yes	Not declared	No
`gwriter_get_gwriter_edit_result`Check whether an external gWriter editing session is complete and, when complete, return the immutable revised Markdown.	Check whether an external gWriter editing session is complete and, when complete, return the immutable revised Markdown.	No	Yes	Not declared	No
`gwriter_start_gwriter_edit`Open a user-supplied Markdown draft in the external gWriter GPT Editor. Use this when the user wants to revise AI-written text in a full editing window.	Open a user-supplied Markdown draft in the external gWriter GPT Editor. Use this when the user wants to revise AI-written text in a full editing window.	No	No	Not declared	No
`import_chart_workbook`import chart workbook. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	import chart workbook. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`import_pptx`import pptx. Updates require the current revision; read the deck before applying user feedback.	import pptx. Updates require the current revision; read the deck before applying user feedback.	No	No	Not declared	No
`insert_chart_into_pptx`Transfer the exact current Chart Studio revision into a saved PPTX slide without downloading or re-uploading the SVG. Use documentId/documentRevision for a workspace PPTX, or deckId/deckRevision to promote a temporary deck into the workspace. The result opens the PPTX editor on the changed slide.	Transfer the exact current Chart Studio revision into a saved PPTX slide without downloading or re-uploading the SVG. Use documentId/documentRevision for a workspace PPTX, or deckId/deckRevision to promote a temporary deck into the workspace. The result opens the PPTX editor on the changed slide.	No	No	Not declared	No
`insert_chart_with_interpretation_into_pptx`Read the exact current Chart Studio revision, write one to three concise evidence-bound interpretation points, and place the editable vector chart plus those points into one PPTX slide in a single revision. Preserve the chart unit, source and warnings. Describe only values present in the chart packet; do not invent causality or statistical significance. The result opens the PPTX editor on the changed slide.	Read the exact current Chart Studio revision, write one to three concise evidence-bound interpretation points, and place the editable vector chart plus those points into one PPTX slide in a single revision. Preserve the chart unit, source and warnings. Describe only values present in the chart packet; do not invent causality or statistical significance. The result opens the PPTX editor on the changed slide.	No	No	Not declared	No
`insert_diagram_into_pptx`Transfer the exact current Diagram Studio revision into a saved PPTX slide as a sharp self-contained SVG, then open the changed slide in the PPTX editor. Read get_diagram after human or AI edits and use its current revision. Do not ask the user to download and re-upload the SVG.	Transfer the exact current Diagram Studio revision into a saved PPTX slide as a sharp self-contained SVG, then open the changed slide in the PPTX editor. Read get_diagram after human or AI edits and use its current revision. Do not ask the user to download and re-upload the SVG.	No	No	Not declared	No
`list_capabilities`List PPTX tool capabilities.	List PPTX tool capabilities.	No	Yes	Not declared	No
`list_chart_styles`List the small, source-attributed automatic style presets. Prefer a preset over individual color or font choices.	List the small, source-attributed automatic style presets. Prefer a preset over individual color or font choices.	No	Yes	Not declared	No
`list_chart_templates`list chart templates. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	list chart templates. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	Yes	Not declared	No
`list_diagram_templates`Return numbered diagram templates with example graphs.	Return numbered diagram templates with example graphs.	No	Yes	Not declared	No
`list_diagram_versions`List retained versions allowed by the server account plan.	List retained versions allowed by the server account plan.	No	Yes	Not declared	No
`list_methodiq_tools`Start here for MethodIQ Tools help or a natural-language request. Discover the live Diagram, Chart, Survey Visualization, PowerPoint, Analysis, Editor and ResearchPilot categories, user guidance, examples, exact schemas and required inputs. Users do not need to know function names.	Start here for MethodIQ Tools help or a natural-language request. Discover the live Diagram, Chart, Survey Visualization, PowerPoint, Analysis, Editor and ResearchPilot categories, user guidance, examples, exact schemas and required inputs. Users do not need to know function names.	No	Yes	Not declared	No
`list_pptx_documents`List PPTX documents saved in the owner's MCP workspace. File content is not returned.	List PPTX documents saved in the owner's MCP workspace. File content is not returned.	No	Yes	Not declared	No
`list_product_feedback`Read this workspace's product comments for review or export.	Read this workspace's product comments for review or export.	No	Yes	Not declared	No
`list_saved_diagrams`List saved diagrams and server-controlled storage entitlement.	List saved diagrams and server-controlled storage entitlement.	No	Yes	Not declared	No
`normalize_graph`Normalize a graph packet into stable nodes and edges.	Normalize a graph packet into stable nodes and edges.	No	No	Not declared	No
`open_pptx_workspace_editor`Open a saved PPTX in the persistent editor with one or two slides selected for human and AI revision. This is a UI handoff and may include bounded picture previews; hosts should use get_pptx_document and read_pptx_part for ordinary AI inspection, then render only requested slides.	Open a saved PPTX in the persistent editor with one or two slides selected for human and AI revision. This is a UI handoff and may include bounded picture previews; hosts should use get_pptx_document and read_pptx_part for ordinary AI inspection, then render only requested slides.	No	No	Not declared	No
`parse_chart_table`parse chart table. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	parse chart table. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	Yes	Not declared	No
`read_pptx_part`Preferred AI read path: read structured text boxes from 1-10 selected slides without uploading the PPTX again or returning picture preview payloads.	Preferred AI read path: read structured text boxes from 1-10 selected slides without uploading the PPTX again or returning picture preview payloads.	No	No	Not declared	No
`recover_diagram`Recover the last automatically saved work in this workspace.	Recover the last automatically saved work in this workspace.	No	No	Not declared	No
`render_chart_editor`render chart editor. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	render chart editor. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	Yes	Not declared	No
`render_deck`Render 1-10 selected slides as PNG images for visual inspection. Uses a compatibility renderer; Microsoft PowerPoint remains authoritative.	Render 1-10 selected slides as PNG images for visual inspection. Uses a compatibility renderer; Microsoft PowerPoint remains authoritative.	No	Yes	Not declared	No
`render_diagram_editor`Show the template picker, or open an existing diagram by diagramId.	Show the template picker, or open an existing diagram by diagramId.	No	Yes	Not declared	No
`render_methodiq_tool_directory`Show the actual connected tool directory in an interactive panel. Includes required materials, schema details and a button asking host AI to prepare the selected tool input; does not execute analyses automatically.	Show the actual connected tool directory in an interactive panel. Includes required materials, schema details and a button asking host AI to prepare the selected tool input; does not execute analyses automatically.	No	Yes	Not declared	No
`render_pptx_editor`render pptx editor. Updates require the current revision; read the deck before applying user feedback.	render pptx editor. Updates require the current revision; read the deck before applying user feedback.	No	Yes	Not declared	No
`render_pptx_part`Render 1-10 slides from a saved PPTX document as PNG images for visual review.	Render 1-10 slides from a saved PPTX document as PNG images for visual review.	No	Yes	Not declared	No
`researchpilot_build_collection_recipe`Build a reproducible collection plan for YouTube metadata, web text, legal references, data APIs, or a bounded text corpus. This returns a plan only and never claims collection occurred.	Build a reproducible collection plan for YouTube metadata, web text, legal references, data APIs, or a bounded text corpus. This returns a plan only and never claims collection occurred.	No	Yes	Yes	No
`researchpilot_capabilities`Read canonical ResearchPilot capability authority. Use this before claiming that ResearchPilot can directly execute a research method.	Read canonical ResearchPilot capability authority. Use this before claiming that ResearchPilot can directly execute a research method.	No	Yes	Yes	No
`researchpilot_check_method`Check one ResearchPilot capability by canonical capability ID and distinguish discussion/planning, direct execution, certified core, registered engine, and specialist handoff.	Check one ResearchPilot capability by canonical capability ID and distinguish discussion/planning, direct execution, certified core, registered engine, and specialist handoff.	No	Yes	Yes	No
`researchpilot_content_analysis_template`Create a bounded content-analysis codebook and validation skeleton with sampling/coding/context units, category contracts, pilot coding and human/AI validation requirements. Categories remain researcher proposals.	Create a bounded content-analysis codebook and validation skeleton with sampling/coding/context units, category contracts, pilot coding and human/AI validation requirements. Categories remain researcher proposals.	No	Yes	Yes	No
`researchpilot_get_project_context`Read one authenticated user's cloud ResearchPilot project state: research question, decisions, analysis/result summaries, stale state, source identities/digests and local-artifact availability. Raw local research files are intentionally absent.	Read one authenticated user's cloud ResearchPilot project state: research question, decisions, analysis/result summaries, stale state, source identities/digests and local-artifact availability. Raw local research files are intentionally absent.	No	Yes	Yes	No
`researchpilot_get_user_memory`Read the authenticated user's ResearchPilot working preferences and bounded routing history. These are workflow/presentation signals, never scientific authority.	Read the authenticated user's ResearchPilot working preferences and bounded routing history. These are workflow/presentation signals, never scientific authority.	No	Yes	Yes	No
`researchpilot_handoff_context`Read the immutable ResearchContext snapshot carried by a ResearchPilot handoff, including an evidence catalog without source bodies. This does not mutate Studio state or authorize execution.	Read the immutable ResearchContext snapshot carried by a ResearchPilot handoff, including an evidence catalog without source bodies. This does not mutate Studio state or authorize execution.	No	Yes	Yes	No
`researchpilot_handoff_summary`Validate the outer ResearchPilot specialist handoff identity and return a bounded context summary without source bodies. Use the original handoff package as the authority.	Validate the outer ResearchPilot specialist handoff identity and return a bounded context summary without source bodies. Use the original handoff package as the authority.	No	Yes	Yes	No
`researchpilot_list_projects`List the authenticated user's active ResearchPilot projects, newest first. Use before choosing a project when the user's phrase such as 'my study' is ambiguous.	List the authenticated user's active ResearchPilot projects, newest first. Use before choosing a project when the user's phrase such as 'my study' is ambiguous.	No	Yes	Yes	No
`researchpilot_list_work_artifacts`List saved working artifacts for one authenticated ResearchPilot project. Use this to continue prior host-AI plans, interpretations, critiques, or drafts without treating them as researcher-approved canonical decisions.	List saved working artifacts for one authenticated ResearchPilot project. Use this to continue prior host-AI plans, interpretations, critiques, or drafts without treating them as researcher-approved canonical decisions.	No	Yes	Yes	No
`researchpilot_open_workspace`Open the interactive ResearchPilot workspace when the user wants to select a project, inspect method capability, review research context, or edit an instruction before continuing in the host AI conversation.	Open the interactive ResearchPilot workspace when the user wants to select a project, inspect method capability, review research context, or edit an instruction before continuing in the host AI conversation.	No	Yes	Yes	No
`researchpilot_prepare_specialist_execution`Prepare a rigorous specialist execution request bound to the authenticated project, exact ResearchContext digest, capability authority, and input artifact digests. This does not execute the analysis or transfer local raw files.	Prepare a rigorous specialist execution request bound to the authenticated project, exact ResearchContext digest, capability authority, and input artifact digests. This does not execute the analysis or transfer local raw files.	No	Yes	No	No
`researchpilot_read_handoff_evidence`Read one exact evidence page from a ResearchPilot handoff after verifying the outer source digest against the immutable ResearchContext snapshot.	Read one exact evidence page from a ResearchPilot handoff after verifying the outer source digest against the immutable ResearchContext snapshot.	No	Yes	Yes	No
`researchpilot_read_work_artifact`Read one saved working artifact after verifying that both project and artifact belong to the authenticated ResearchPilot owner.	Read one saved working artifact after verifying that both project and artifact belong to the authenticated ResearchPilot owner.	No	Yes	Yes	No
`researchpilot_record_routing_feedback`Record explicit user feedback about a ResearchPilot capability/tool outcome. Call only when the user explicitly accepts, rejects, corrects, or reports failure/success. Do not store the user's full research question or source text.	Record explicit user feedback about a ResearchPilot capability/tool outcome. Call only when the user explicitly accepts, rejects, corrects, or reports failure/success. Do not store the user's full research question or source text.	No	No	No	No
`researchpilot_research_registry`Search ResearchPilot's unified method/model, source-provider, official-reference, or planned-plugin registry. Planning/discovery only; registry presence never authorizes execution or collection.	Search ResearchPilot's unified method/model, source-provider, official-reference, or planned-plugin registry. Planning/discovery only; registry presence never authorizes execution or collection.	No	Yes	Yes	No
`researchpilot_save_work_artifact`Save a substantive project-specific plan, interpretation, critique, draft, or specialist result as a non-canonical WORKING artifact. Use for durable ResearchPilot continuity; this never accepts a research decision or authorizes execution.	Save a substantive project-specific plan, interpretation, critique, draft, or specialist result as a non-canonical WORKING artifact. Use for durable ResearchPilot continuity; this never accepts a research decision or authorizes execution.	No	No	No	No
`researchpilot_search_datasets`Search ResearchPilot dataset/data-paper providers with explicit provider availability states. Returned records remain source candidates, not automatic dataset-fit approval.	Search ResearchPilot dataset/data-paper providers with explicit provider availability states. Returned records remain source candidates, not automatic dataset-fit approval.	No	Yes	No	Yes
`researchpilot_search_literature`Search research literature through ResearchPilot's OpenAlex/Crossref adapter. Bibliographic verification is not scientific-quality or full-text verification.	Search research literature through ResearchPilot's OpenAlex/Crossref adapter. Bibliographic verification is not scientific-quality or full-text verification.	No	Yes	No	Yes
`researchpilot_text_analysis_pilot`Create a bounded text-analysis pilot package: collection recipe, codebook skeleton, corpus manifest, pilot/validation plan, AG-UI state, and specialist handoff route. Design only; no coding or validation is claimed.	Create a bounded text-analysis pilot package: collection recipe, codebook skeleton, corpus manifest, pilot/validation plan, AG-UI state, and specialist handoff route. Design only; no coding or validation is claimed.	No	Yes	Yes	No
`researchpilot_update_user_preferences`Update bounded ResearchPilot working/writing preferences only when the user explicitly states a stable preference. These preferences affect presentation/workflow, never scientific authority or method validity.	Update bounded ResearchPilot working/writing preferences only when the user explicitly states a stable preference. These preferences affect presentation/workflow, never scientific authority or method validity.	No	No	Yes	No
`researchpilot_validate_specialist_receipt`Validate a specialist execution receipt against its ResearchPilot request and authenticated project/context identity. This verifies identity, input digests, sample accounting, diagnostics and validation-state structure; it does not independently validate scientific correctness.	Validate a specialist execution receipt against its ResearchPilot request and authenticated project/context identity. This verifies identity, input digests, sample accounting, diagnostics and validation-state structure; it does not independently validate scientific correctness.	No	Yes	Yes	No
`restore_diagram_version`Restore a retained version with revision checking.	Restore a retained version with revision checking.	No	No	Not declared	No
`review_layout_plan`Recommend scalable review views and collapse policy for a graph.	Recommend scalable review views and collapse policy for a graph.	No	Yes	Not declared	No
`save_diagram`Save the current diagram subject to the account storage limit.	Save the current diagram subject to the account storage limit.	No	No	Not declared	No
`save_pptx_document`Save an uploaded PPTX once in the owner's MCP workspace and return a documentId for later reads and edits.	Save an uploaded PPTX once in the owner's MCP workspace and return a documentId for later reads and edits.	No	No	Not declared	No
`select_chart_element`select chart element. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	select chart element. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`select_slide`select slide. Updates require the current revision; read the deck before applying user feedback.	select slide. Updates require the current revision; read the deck before applying user feedback.	No	No	Not declared	No
`set_diagram_selection`Record selected node/edge IDs for subsequent chat feedback.	Record selected node/edge IDs for subsequent chat feedback.	No	No	Not declared	No
`submit_chart_feedback`submit chart feedback. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	submit chart feedback. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`submit_deck_feedback`submit deck feedback. Updates require the current revision; read the deck before applying user feedback.	submit deck feedback. Updates require the current revision; read the deck before applying user feedback.	No	No	Not declared	No
`submit_diagram_feedback`Record user feedback and return a prompt containing selected elements. This does not itself start an AI turn.	Record user feedback and return a prompt containing selected elements. This does not itself start an AI turn.	No	No	Not declared	No
`submit_product_feedback`Save a user-requested bug report or feature comment in this workspace; not an AI edit request or an email.	Save a user-requested bug report or feature comment in this workspace; not an AI edit request or an email.	No	No	Not declared	No
`summarize_slide_plan`Summarize deck size, warnings, and readiness.	Summarize deck size, warnings, and readiness.	No	Yes	Not declared	No
`surveyviz_build_comparison_chart_spec`Build a group comparison chart for one response option. Supply packet, rows, or csv, then select the comparison with group_id/group_label and response/column_id.	Build a group comparison chart for one response option. Supply packet, rows, or csv, then select the comparison with group_id/group_label and response/column_id.	No	No	Not declared	No
`surveyviz_build_overall_chart_spec`Build an overall response-distribution chart. Supply packet, rows, or csv using the documented field contract; for tidy facts include an overall row such as group_var=total and group_value=total.	Build an overall response-distribution chart. Supply packet, rows, or csv using the documented field contract; for tidy facts include an overall row such as group_var=total and group_value=total.	No	No	Not declared	No
`surveyviz_export_chart_book_html`Export chart specs as a static HTML chart book.	Export chart specs as a static HTML chart book.	No	No	Not declared	No
`surveyviz_list_capabilities`List survey visualization capabilities and copy-ready packet and tidy-row examples.	List survey visualization capabilities and copy-ready packet and tidy-row examples.	No	No	Not declared	No
`surveyviz_render_chart_html`Render a chart spec as HTML.	Render a chart spec as HTML.	No	No	Not declared	No
`surveyviz_render_chart_svg`Render a chart spec as SVG and display the finished chart in the conversation.	Render a chart spec as SVG and display the finished chart in the conversation.	No	Yes	Not declared	No
`sync_pptx_document`Store a human-edited PPTX as the next revision of an existing workspace document.	Store a human-edited PPTX as the next revision of an existing workspace document.	No	No	Not declared	No
`trace_path`Return a shortest directed structural path with original edge conditions; does not evaluate respondent eligibility.	Return a shortest directed structural path with original edge conditions; does not evaluate respondent eligibility.	No	Yes	Not declared	No
`undo_chart`undo chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	undo chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`undo_deck`undo deck. Updates require the current revision; read the deck before applying user feedback.	undo deck. Updates require the current revision; read the deck before applying user feedback.	No	No	Not declared	No
`undo_diagram`Undo or redo the last graph edit with a fresh revision.	Undo or redo the last graph edit with a fresh revision.	No	No	Not declared	No
`undo_pptx_document`Restore the preceding PPTX revision as a new immutable revision.	Restore the preceding PPTX revision as a new immutable revision.	No	No	Not declared	No
`update_chart`update chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	update chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`update_deck`update deck. Updates require the current revision; read the deck before applying user feedback.	update deck. Updates require the current revision; read the deck before applying user feedback.	No	No	Not declared	No
`update_report_chart`update report chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	update report chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	No	Not declared	No
`validate_chart`validate chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	validate chart. Deterministic automatic chart design using ChartFlow rules. Interpret supplied numbers only; no causality or significance. Alluvial excluded.	No	Yes	Not declared	No
`validate_slide_plan`Validate a neutral slide plan.	Validate a neutral slide plan.	No	Yes	Not declared	No

Details

Registry status: Active
Published: Oct 23, 2026
Updated: Oct 23, 2026
Website: Not given
Repository: https://github.com/cnucho/mcp-pptx-tools⁠ (opens in a new tab)
Categories (suggested): DocumentsSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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