AI agent tool reliability // full index

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Tools

• task_list_lists yentsun/yt-gmail-mcp — List all task lists
• task_clear yentsun/yt-gmail-mcp — Clear completed tasks in a list
• auth_status yentsun/yt-gmail-mcp — Report auth health (authenticated, email, expiry, scopes) — preflight before batching
• meet_live_assist_send_message krystiangw/meet-live-assist — Sends a message to the assistant during a live meeting.
• meet_live_assist_get_transcript krystiangw/meet-live-assist — Retrieves the current meeting transcript from the local bridge server.
• meet_live_assist_get_summary krystiangw/meet-live-assist — Fetches the post-call summary generated by the assistant.
• meet_live_assist_get_chat krystiangw/meet-live-assist — Retrieves the chat history between the user and the assistant for a meeting.
• meet_live_assist_get_snapshots krystiangw/meet-live-assist — Lists or retrieves screenshots taken during screen-share in a meeting.
• meet_live_assist_get_state krystiangw/meet-live-assist — Retrieves the current live meeting state, including decisions, action items, and risks.
• get_transcript krystiangw/meet-live-assist — Retrieves the current meeting transcript
• get_summary krystiangw/meet-live-assist — Gets the post-call summary of a meeting
• get_chat krystiangw/meet-live-assist — Retrieves the chat history with the assistant for a meeting
• get_snapshot krystiangw/meet-live-assist — Gets a screenshot taken during screen-share
• get_state krystiangw/meet-live-assist — Gets the live meeting state
• send_chat krystiangw/meet-live-assist — Sends a message to the meeting chat
• speak krystiangw/meet-live-assist — Speaks a message aloud during the meeting (macOS only)
• read_docs labtoolsstudio/fetchmcp — Same engine, tuned for documentation: strips navigation sidebars, headers, and footers so API docs and guides come back as clean reference t
• read_url labtoolsstudio/fetchmcp — Fetch any web page as clean Markdown.
• list_speeches data-go-mcp.presidential-speeches — List presidential speeches from the archives.
• get_recent_speeches data-go-mcp.presidential-speeches — Get recent presidential speeches.
• search_speeches data-go-mcp.presidential-speeches — Search presidential speeches with various filters.
• search_datasets data-gouv-fr-mcp-server — Search datasets on data.gouv.fr
• clear_changes mubzie/pholly-figma-mcp — Clears the change log.
• save_screenshots mubzie/pholly-figma-mcp — Writes explicit node lists to public/figma-screenshots/.
• extract_design_tokens mubzie/pholly-figma-mcp — Summarizes a page's typography, colors, radii, spacing, and opacities.
• set_gradient_fill mubzie/pholly-figma-mcp — Sets gradient fill (linear/radial/angular/diamond).
• set_effects mubzie/pholly-figma-mcp — Sets shadows and blurs.
• set_stroke_properties mubzie/pholly-figma-mcp — Sets stroke weight, alignment, dash, caps, joins.
• set_node_visibility mubzie/pholly-figma-mcp — Sets node visibility.
• set_solid_fill mubzie/pholly-figma-mcp — Sets solid fill (hex or rgba).
• find_nodes mubzie/pholly-figma-mcp — Finds nodes by substring or regex, optionally filtered by type and page.
• find_text mubzie/pholly-figma-mcp — Finds text nodes by substring or regex.
• get_path mubzie/pholly-figma-mcp — Gets the current path or selection path.
• undo mubzie/pholly-figma-mcp — Undoes the last operation.
• redo mubzie/pholly-figma-mcp — Redoes the last undone operation.
• get_changes mubzie/pholly-figma-mcp — Gets the list of changes made.
• delete_nodes mubzie/pholly-figma-mcp — Deletes nodes; confirmation-gated.
• validate_design mubzie/pholly-figma-mcp — Checks a tree before rendering it.
• list_files mubzie/pholly-figma-mcp — Lists connected Figma files.
• create_variable_collection mubzie/pholly-figma-mcp — Creates a variable collection for design tokens.
• create_variable mubzie/pholly-figma-mcp — Creates a variable within a collection.
• set_variable_values mubzie/pholly-figma-mcp — Sets values for variables.
• bind_variable mubzie/pholly-figma-mcp — Binds a variable to a node property.
• batch mubzie/pholly-figma-mcp — Runs safe, non-destructive operations sequentially.
• inspect_selection mubzie/pholly-figma-mcp — Primary design-to-code tool; returns detailed textual UI specification and optional native screenshot.
• export_selection_assets mubzie/pholly-figma-mcp — Extracts exact raster fills and vector/icon candidates into a safe project-relative directory.
• render_design mubzie/pholly-figma-mcp — Creates or reconciles a nested design tree with stable keys and reconcile mode for repeatable updates.
• create_component mubzie/pholly-figma-mcp — Creates a component from selected nodes.
• create_instance mubzie/pholly-figma-mcp — Creates an instance of a component.
• set_instance_properties mubzie/pholly-figma-mcp — Sets properties on an instance.
• swap_instance_component mubzie/pholly-figma-mcp — Swaps the component of an instance.
• detach_instance mubzie/pholly-figma-mcp — Detaches an instance to a plain node.
• search_datasets datagvat-mcp — Search datasets by query
• get_dataset datagvat-mcp — Get dataset metadata
• get_dataset_metrics datagvat-mcp — Get usage metrics
• check_doi_eligibility datagvat-mcp — Check DOI registration eligibility
• get_dataset_lineage datagvat-mcp — Trace data lineage
• list_vocabularies datagvat-mcp — List available vocabularies
• get_vocabulary datagvat-mcp — Get vocabulary details
• get_resource_types datagvat-mcp — List resource types
• search_vocabulary_terms datagvat-mcp — Search vocabulary terms
• get_distribution_stats datagvat-mcp — Get data statistics
• find_related_datasets datagvat-mcp — Find similar datasets
• compare_datasets datagvat-mcp — Compare two datasets
• list_catalogues datagvat-mcp — List available data catalogues
• get_catalogue datagvat-mcp — Get catalogue details
• get_dataset_distributions datagvat-mcp — List download formats
• analyze_distribution_schema datagvat-mcp — Infer column types
• analyze_dataset_quality datagvat-mcp — Calculate quality score (0-100)
• preview_distribution datagvat-mcp — Preview CSV/JSON data
• figma_verify_unity_prefab isolamenter/Figma MCP — Independently verify YAML, Sprite meta files, source map, ownership, fileIDs, and Unity version.
• figma_list_frames isolamenter/Figma MCP — List selectable Frames, Components, Instances, and Component Set variants, including those nested under Sections.
• figma_prepare_design isolamenter/Figma MCP — Fetch one root, normalize it, batch-render PNG assets, and persist an active or diagnostic Packet.
• figma_inspect_design isolamenter/Figma MCP — Inspect summary, full, tree, nodes, assets, slices, unity_profile, or unity_plan.
• figma_generate_unity_prefab isolamenter/Figma MCP — Transactionally write and statically pre-verify a UGUI Direct YAML Prefab.
• assembly.compose flyingfan76/aco — Get a token-budgeted context pack for the current task
• knowledge.list flyingfan76/aco — List Knowledge Objects by type / status
• knowledge.get flyingfan76/aco — Full object detail with provenance
• knowledge.approve flyingfan76/aco — Review AI-generated objects
• knowledge.reject flyingfan76/aco — Review AI-generated objects
• knowledge.verify flyingfan76/aco — Trigger drift detection
• review.list flyingfan76/aco — Manage the review queue
• review.approve flyingfan76/aco — Manage the review queue
• review.reject flyingfan76/aco — Manage the review queue
• task.create flyingfan76/aco — Track agent work
• workspace.info flyingfan76/aco — Inspect workspace state
• compiler.run flyingfan76/aco — Trigger a compile job
• compiler.status flyingfan76/aco — Check job progress
• session.start flyingfan76/aco — Track agent work
• artifact.save flyingfan76/aco — Track agent work
• source.list flyingfan76/aco — Inspect workspace state
• consultar_processo datajud-mcp — Dados de um processo pelo número. Descobre o tribunal sozinho.
• movimentacoes_processo datajud-mcp — Linha do tempo dos andamentos de um processo.
• identificar_processo datajud-mcp — Decifra o número (ano, tribunal, vara) e confere o dígito verificador — sem consultar a API.
• visualize_protein datalox-protein-mcp — Creates or reuses a protein workspace and returns the compact viewer MCP App resource.
• get_structure_context datalox-protein-mcp — Retrieves context about the current protein structure.
• update_protein_view datalox-protein-mcp — Updates the protein view in the workspace.
• list_ligands datalox-protein-mcp — Lists ligands in the protein structure.
• get_scene_annotations datalox-protein-mcp — Retrieves scene annotations from the workspace.
• open_structure datalox-protein-mcp — Opens a structure for separate data and render phases.

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