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AI agent tool reliability // full index
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Tools list_pipelines io.github.zenml-io/mcp-zenml — Pipeline definitions
get_pipeline_details io.github.zenml-io/mcp-zenml — Pipeline definitions
get_schedule io.github.zenml-io/mcp-zenml — Schedules
list_schedules io.github.zenml-io/mcp-zenml — Schedules
list_artifacts io.github.zenml-io/mcp-zenml — Artifact metadata
list_secrets io.github.zenml-io/mcp-zenml — Secret names (not values)
get_service io.github.zenml-io/mcp-zenml — Model services
list_services io.github.zenml-io/mcp-zenml — Model services
get_model io.github.zenml-io/mcp-zenml — Model registry
list_models io.github.zenml-io/mcp-zenml — Model registry
get_model_version io.github.zenml-io/mcp-zenml — Model versions
list_model_versions io.github.zenml-io/mcp-zenml — Model versions
open_pipeline_run_dashboard io.github.zenml-io/mcp-zenml — Open interactive pipeline runs dashboard (MCP App)
open_run_activity_chart io.github.zenml-io/mcp-zenml — Open 30-day run activity bar chart (MCP App)
stack_components_analysis io.github.zenml-io/mcp-zenml — Analyze stack component usage
recent_runs_analysis io.github.zenml-io/mcp-zenml — Analyze recent pipeline runs
most_recent_runs io.github.zenml-io/mcp-zenml — Get N most recent runs
diagnose_zenml_setup io.github.zenml-io/mcp-zenml — Diagnose server setup (env vars, SDK, connectivity, auth). Works even when misconfigured.
get_run_template io.github.zenml-io/mcp-zenml — Deprecated: use get_snapshot instead
list_run_templates io.github.zenml-io/mcp-zenml — Deprecated: use list_snapshots instead
toyota_list_vehicles io.github.zepgram/toyota — List all vehicles associated with the connected Toyota account.
toyota_get_vehicle_battery io.github.zepgram/toyota — Get battery status of the selected vehicle.
toyota_get_vehicle_ev_share io.github.zepgram/toyota — Get EV share of driving for the selected vehicle.
toyota_get_vehicle_last_trip io.github.zepgram/toyota — Get details of the last trip for the selected vehicle.
toyota_stop_charging io.github.zepgram/toyota — Stop charging for an electric vehicle.
toyota_get_charging_status io.github.zepgram/toyota — Get charging status for an electric vehicle.
toyota_get_location io.github.zepgram/toyota — Get the current location of the selected vehicle.
toyota_get_fuel_level io.github.zepgram/toyota — Get the fuel level of the selected vehicle.
toyota_get_range io.github.zepgram/toyota — Get the driving range of the selected vehicle.
toyota_get_odometer io.github.zepgram/toyota — Get the odometer reading of the selected vehicle.
toyota_get_health io.github.zepgram/toyota — Get health and diagnostic information for the selected vehicle.
toyota_get_vehicle_climate io.github.zepgram/toyota — Get climate control status for the selected vehicle.
toyota_get_vehicle_lock_status io.github.zepgram/toyota — Get lock status of the selected vehicle.
toyota_get_vehicle_commands io.github.zepgram/toyota — List available remote commands for the selected vehicle.
toyota_send_vehicle_command io.github.zepgram/toyota — Send a remote command to the selected vehicle.
toyota_select_vehicle io.github.zepgram/toyota — Select a vehicle from the account to use for subsequent commands.
toyota_get_vehicle_status io.github.zepgram/toyota — Get the current status of the selected vehicle (e.g., fuel level, range, location).
toyota_get_vehicle_health io.github.zepgram/toyota — Get health status of the selected vehicle.
toyota_get_vehicle_location io.github.zepgram/toyota — Get the location of the selected vehicle.
toyota_get_vehicle_trips io.github.zepgram/toyota — Get trip history for the selected vehicle.
toyota_get_vehicle_charging io.github.zepgram/toyota — Get charging status for an electric vehicle.
toyota_get_vehicle_odometer io.github.zepgram/toyota — Get odometer reading of the selected vehicle.
toyota_get_vehicle_tire_pressure io.github.zepgram/toyota — Get tire pressure of the selected vehicle.
toyota_get_vehicle_fuel io.github.zepgram/toyota — Get fuel level of the selected vehicle.
toyota_get_vehicle_range io.github.zepgram/toyota — Get driving range of the selected vehicle.
toyota_get_trips io.github.zepgram/toyota — Get trip history for the selected vehicle.
toyota_unlock io.github.zepgram/toyota — Unlock the selected vehicle.
toyota_lock io.github.zepgram/toyota — Lock the selected vehicle.
toyota_start_climate io.github.zepgram/toyota — Start climate control for the selected vehicle.
toyota_stop_climate io.github.zepgram/toyota — Stop climate control for the selected vehicle.
toyota_start_charging io.github.zepgram/toyota — Start charging for an electric vehicle.
toyota_get_tire_pressure io.github.zepgram/toyota — Get tire pressure readings for the selected vehicle.
toyota_get_battery_status io.github.zepgram/toyota — Get battery status for hybrid or electric vehicles.
toyota_get_ev_share io.github.zepgram/toyota — Get the EV share of driving for the selected vehicle.
toyota_get_last_trip io.github.zepgram/toyota — Get details of the last trip for the selected vehicle.
toyota_send_command io.github.zepgram/toyota — Send a remote command to the selected vehicle.
toyota_get_vehicle_info io.github.zepgram/toyota — Get general information about the selected vehicle.
local_search io.github.zerabic/agentweb — Live local business search with real-time ratings, hours, phone, etc.
search_businesses io.github.zerabic/agentweb — Text + geo search across 70M+ businesses. Returns prose by default.
suggest io.github.zerabic/agentweb — Autocomplete for business names, cities, categories.
trending_businesses io.github.zerabic/agentweb — Most searched businesses right now. Filter by category/city/country.
search_hotels io.github.zerabic/agentweb — Hotels across multiple sources, cheapest first. Includes booking links.
search_cars io.github.zerabic/agentweb — Car rentals with vehicle, supplier, price, transmission, booking links.
search_attractions io.github.zerabic/agentweb — Tours, activities & tickets with price, rating, duration, booking links.
kiwi_search_flights io.github.zerabic/agentweb — Flights via Kiwi.com aggregator, often cheaper.
weather_forecast io.github.zerabic/agentweb — Current conditions + up to 14-day forecast with packing advisories.
currency_convert io.github.zerabic/agentweb — Live ECB exchange rates for 30+ currencies.
get_business io.github.zerabic/agentweb — Fetch one business by slug or UUID. Prose or JSON.
batch_get_businesses io.github.zerabic/agentweb — Fetch up to 50 businesses in one call.
agentweb_get_short io.github.zerabic/agentweb — Compact shorthand format (~320 bytes, single-letter keys).
contribute_business io.github.zerabic/agentweb — Add a new business or enrich an existing one. Auto-deduplicates.
report_business io.github.zerabic/agentweb — Flag closed/wrong/spam business. 3+ reports lower trust score.
agent_history io.github.zerabic/agentweb — Agent's interaction history with businesses, persists 90 days.
agent_favorites io.github.zerabic/agentweb — Implicit favorites based on most interacted businesses.
agent_profile io.github.zerabic/agentweb — Agent identity: tier, contribution count, requests, memory stats.
agentweb_health io.github.zerabic/agentweb — Service status + live counts.
agentweb_leaderboard io.github.zerabic/agentweb — Top contributing agents.
search_flights io.github.zerabic/agentweb — Flights across multiple sources, cheapest first. Includes booking links.
flixbus_search io.github.zerabic/agentweb — Bus/train routes across Europe with prices, times, transfers, booking links.
agentweb_capabilities io.github.zerabic/agentweb — Machine-readable API description for agent introspection.
chartdown_check @chartdown/mcp — Parse + render validation; diagnostics cite the spec sections they enforce
chartdown_spec @chartdown/mcp — The whole language in one file (the spec digest) — read before writing
chartdown_render @chartdown/mcp — Deterministic render — format: 'png' (default) returns a viewable image; 'svg' the text. mode, level, theme options
chartdown_uvtt @chartdown/mcp — Universal VTT geometry export (spec 06 §9)
redeploy @denkopsai/mcp — Redeploy a micro-API.
deploy @denkopsai/mcp — Deploy a micro-API to DenkOps.
logs @denkopsai/mcp — Retrieve logs for a deployed micro-API.
status @denkopsai/mcp — Get the status of a deployed micro-API.
rollback @denkopsai/mcp — Rollback a micro-API to a previous version.
env @denkopsai/mcp — Manage environment variables for a micro-API.
query_state io.github.setheerwagen/mcp-modelmanager — Queries the current state of the model machine (GPU memory, disk space, running service, containers).
fetch_model io.github.setheerwagen/mcp-modelmanager — Downloads a model from Hugging Face or Ollama registry onto the model machine.
switch_service io.github.setheerwagen/mcp-modelmanager — Switches the vLLM inference service to a different model already on the machine.
list_models io.github.setheerwagen/mcp-modelmanager — Lists all models currently available on the model machine.
remove_model io.github.setheerwagen/mcp-modelmanager — Removes a model from the model machine.
build_custom_ollama io.github.setheerwagen/mcp-modelmanager — Builds a custom Ollama variant with a fixed system prompt and parameters.
start_training io.github.setheerwagen/mcp-modelmanager — Starts a LoRA training job on the model machine.
track_training io.github.setheerwagen/mcp-modelmanager — Tracks the progress of a running LoRA training job.
cancel_training io.github.setheerwagen/mcp-modelmanager — Cancels a running LoRA training job.
get_repo_skeleton openvisio — the whole ranked repo map: most import-central files + their public symbols
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