AI agent tool reliability // full index

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Tools

• start_cml_lab io.github.xorrkaz/cml-mcp — Start all nodes in a lab
• get_cml_lab_by_title io.github.xorrkaz/cml-mcp — Find a lab by its title
• download_lab_topology io.github.xorrkaz/cml-mcp — Download lab topology as YAML file
• clone_cml_lab io.github.xorrkaz/cml-mcp — Clone a lab with optional new title
• configure_cml_node io.github.xorrkaz/cml-mcp — Set node startup configuration
• stop_cml_node io.github.xorrkaz/cml-mcp — Stop a specific node
• wipe_cml_node io.github.xorrkaz/cml-mcp — Wipe node data (prompts for confirmation if client supports it)
• get_cml_labs io.github.xorrkaz/cml-mcp — Retrieve labs for a specific user or current user
• create_empty_lab io.github.xorrkaz/cml-mcp — Create a new empty lab with optional metadata
• create_full_lab_topology io.github.xorrkaz/cml-mcp — Create a complete lab from a topology definition
• modify_cml_lab io.github.xorrkaz/cml-mcp — Update lab properties (title, description, notes)
• set_cml_lab_permissions io.github.xorrkaz/cml-mcp — Configure group/user access (LAB_ADMIN, LAB_EDIT, LAB_EXEC, LAB_VIEW)
• stop_cml_lab io.github.xorrkaz/cml-mcp — Stop all nodes in a lab
• wipe_cml_lab io.github.xorrkaz/cml-mcp — Wipe all node data/configurations (prompts for confirmation if client supports it)
• delete_cml_lab io.github.xorrkaz/cml-mcp — Delete a lab (prompts for confirmation if client supports it)
• get_cml_node_definitions io.github.xorrkaz/cml-mcp — List available node types
• start_cml_node io.github.xorrkaz/cml-mcp — Start a specific node
• delete_cml_node io.github.xorrkaz/cml-mcp — Delete a node (prompts for confirmation if client supports it)
• get_console_log io.github.xorrkaz/cml-mcp — Get console output history for a node; optional console index selects the serial port (default 0; Docker-based nodes often
• get_node_definition_detail io.github.xorrkaz/cml-mcp — Get detailed info about a specific node type
• add_node_to_cml_lab io.github.xorrkaz/cml-mcp — Add a node to a lab
• get_nodes_for_cml_lab io.github.xorrkaz/cml-mcp — Get all nodes in a lab with operational data
• calendar_events ebenpaul/Apple Calendar MCP Server — Query calendar events with optional filters (date range, calendar, search, etc.)
• calendar_calendars ebenpaul/Apple Calendar MCP Server — List all available calendars
• preview_inspect MichaelTendoSsemwanga/claude-preview-mcp — DOM element by CSS selector (rect, attrs, text, display)
• preview_snapshot MichaelTendoSsemwanga/claude-preview-mcp — A11y tree (tag, role, name, value, focusable)
• preview_click MichaelTendoSsemwanga/claude-preview-mcp — Click an element by CSS selector
• preview_fill MichaelTendoSsemwanga/claude-preview-mcp — Fill an input/textarea/select by CSS selector
• preview_eval MichaelTendoSsemwanga/claude-preview-mcp — Run JavaScript in the page, return JSON-serializable result
• preview_console_logs MichaelTendoSsemwanga/claude-preview-mcp — Captured console messages (filter by substring or type)
• preview_network MichaelTendoSsemwanga/claude-preview-mcp — List captured requests, or fetch one response body by URL
• preview_resize MichaelTendoSsemwanga/claude-preview-mcp — Resize the preview viewport
• preview_start MichaelTendoSsemwanga/claude-preview-mcp — Spawn a dev server from .claude/launch.json (PID, ready detection, port inference)
• preview_stop MichaelTendoSsemwanga/claude-preview-mcp — SIGTERM / SIGKILL a running server
• preview_list MichaelTendoSsemwanga/claude-preview-mcp — List configured + currently-running servers
• preview_logs MichaelTendoSsemwanga/claude-preview-mcp — Last N lines of combined stdout+stderr (default 80, max 500)
• preview_navigate MichaelTendoSsemwanga/claude-preview-mcp — Open a URL in a headless Chrome
• preview_screenshot MichaelTendoSsemwanga/claude-preview-mcp — PNG/JPEG screenshot, base64 inline or saved to disk
• analyze_trace alphaparkinc/genpark-llm-distributed-trace-latency-bottleneck-detector-skill — Analyzes a distributed trace to detect latency bottlenecks and generate a structured report.
• detect_bottlenecks alphaparkinc/genpark-llm-distributed-trace-latency-bottleneck-detector-skill — Identifies latency bottlenecks in a distributed trace and returns a list of problematic spans.
• score_candidate alphaparkinc/genpark-conversational-recruiter-notetaker-competency-scorer-skill — Scores a candidate's competency based on interview notes and job requirements
• generate_report alphaparkinc/genpark-conversational-recruiter-notetaker-competency-scorer-skill — Generates a structured competency matrix report for a candidate
• search_buyking_semantic accentist/BuyKing MCP Server — 사용자의 자연어 질문이나 키워드를 기반으로 세일프라자의 상품을 시맨틱 검색하여 핫딜 정보를 반환합니다.
• cavalry_run_script matthewobanla/Cavalry MCP Bridge — Run arbitrary JavaScript code in Cavalry using api.*.
• cavalry_eval_expression matthewobanla/Cavalry MCP Bridge — Evaluate a single expression and return its value.
• cavalry_get_scene_info matthewobanla/Cavalry MCP Bridge — Query active composition name, frame count, FPS, and layer count.
• cavalry_get_comp_layers matthewobanla/Cavalry MCP Bridge — List all layer IDs in the current composition.
• cavalry_get_selected_layers matthewobanla/Cavalry MCP Bridge — Get the IDs of currently selected layers.
• cavalry_create_layer matthewobanla/Cavalry MCP Bridge — Create a new layer/node (basicShape, textShape, duplicator, etc.).
• cavalry_set_attributes matthewobanla/Cavalry MCP Bridge — Set one or more attribute values on a layer.
• cavalry_get_attributes matthewobanla/Cavalry MCP Bridge — Query an attribute value on a layer.
• cavalry_delete_layer matthewobanla/Cavalry MCP Bridge — Delete a layer/node from the scene.
• cavalry_connect_attributes matthewobanla/Cavalry MCP Bridge — Connect source attribute to target attribute in dependency graph.
• cavalry_add_to_render_queue matthewobanla/Cavalry MCP Bridge — Add the composition to the Render Manager.
• cavalry_render_queue matthewobanla/Cavalry MCP Bridge — Start rendering items in the queue.
• cavalry_disconnect_attributes matthewobanla/Cavalry MCP Bridge — Disconnect an attribute connection.
• cavalry_set_frame matthewobanla/Cavalry MCP Bridge — Scrub the playhead to a specific frame.
• cavalry_get_frame matthewobanla/Cavalry MCP Bridge — Get the current frame number.
• cavalry_set_keyframe matthewobanla/Cavalry MCP Bridge — Add a keyframe with value at a specified frame.
• cavalry_playback_control matthewobanla/Cavalry MCP Bridge — Play, stop, or rewind the timeline.
• allele_registry_search QuentinCody/allele-registry-mcp-server — Discover endpoints in the curated catalog
• allele_registry_execute QuentinCody/allele-registry-mcp-server — Run JS against the API in a V8 isolate (api.get/api.post, searchSpec, no network/keys); results carry _meta.citation
• allele_registry_get_schema QuentinCody/allele-registry-mcp-server — Inspect staged results
• allele_registry_query_data QuentinCody/allele-registry-mcp-server — SQL-query staged results
• vrs_id QuentinCody/allele-registry-mcp-server — Resolve a variant to a VRS ID (likely from the Allele Registry).
• refget_accession QuentinCody/allele-registry-mcp-server — Resolve a refget accession (likely from the Allele Registry).
• article_history SFHAJJI/lex — Returns the full version history of a legal article, including every distinct text state with validity intervals and hashes.
• provenance SFHAJJI/lex — Returns the provenance record for a specific version, including hashes and signatures.
• search SFHAJJI/lex — Searches the corpus for articles matching a query, filtered by date and other criteria.
• changes_in_period SFHAJJI/lex — Aggregates changes across the corpus within a given time period.
• coverage SFHAJJI/lex — Reports what the corpus does not contain, to state gaps honestly.
• as_of SFHAJJI/lex — Retrieves the text of a work as of a specific date, with options for full text, outline, or per-article selection.
• timeline SFHAJJI/lex — Returns the timeline of versions for a work, showing validity intervals and the instruments that changed them.
• in_force_on SFHAJJI/lex — Checks whether a specific provision was in force on a given date.
• diff SFHAJJI/lex — Compares two versions of a work to show differences.
• session_wait gopendrasharma89-tech/agent-browser — Waits for a condition in the session.
• session_evaluate gopendrasharma89-tech/agent-browser — Runs JavaScript in the page context.
• session_content gopendrasharma89-tech/agent-browser — Gets the page content as Markdown.
• session_elements gopendrasharma89-tech/agent-browser — Gets visible elements in the session.
• screenshot gopendrasharma89-tech/agent-browser — Takes a PNG screenshot of a page, full page, or a single element.
• session_screenshot gopendrasharma89-tech/agent-browser — Takes a screenshot of the current session page.
• delete_session gopendrasharma89-tech/agent-browser — Deletes a session.
• elements gopendrasharma89-tech/agent-browser — Lists visible links, buttons, and inputs with ready-to-use CSS selectors.
• session_goto gopendrasharma89-tech/agent-browser — Navigates the session to a new URL.
• session_click gopendrasharma89-tech/agent-browser — Clicks an element in the session.
• pdf gopendrasharma89-tech/agent-browser — Renders a page to PDF.
• session_type gopendrasharma89-tech/agent-browser — Types text into an input field in the session.
• session_fill gopendrasharma89-tech/agent-browser — Fills multiple form fields in the session.
• session_press gopendrasharma89-tech/agent-browser — Presses a key in the session.
• create_session gopendrasharma89-tech/agent-browser — Creates a stateful browsing session.
• session_select gopendrasharma89-tech/agent-browser — Selects an option in a dropdown in the session.
• session_scroll gopendrasharma89-tech/agent-browser — Scrolls the page in the session.
• session_navigate gopendrasharma89-tech/agent-browser — Navigates back, forward, or reloads in the session.
• browse gopendrasharma89-tech/agent-browser — Renders any page (JS included) and returns clean Markdown, title, links, and metadata.
• search gopendrasharma89-tech/agent-browser — Performs a web search via Brave/Bing/DDG with auto-fallback.
• extract gopendrasharma89-tech/agent-browser — Extracts structured data from a page using CSS selectors.
• tables gopendrasharma89-tech/agent-browser — Extracts all data tables from a page as JSON.
• create_track io.github.AMEOBIUS/opendaw-mcp — Create a new track in the project.
• create_region io.github.AMEOBIUS/opendaw-mcp — Create a region on a track.
• set_instrument io.github.AMEOBIUS/opendaw-mcp — Set the instrument for a track.

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