AI agent tool reliability // full index

Tools

project_runs simtooreal-cli — List all runs for a project
project_logs simtooreal-cli — Stream live training logs
validate_sdf simtooreal-cli — Validate SDF file
project_init simtooreal-cli — Create a new project (creates local folder + registers on platform)
project_push simtooreal-cli — Push local files to the platform (required before training)
project_train simtooreal-cli — Launch a training run on cloud GPUs
project_status simtooreal-cli — Check training status
project_watch simtooreal-cli — Live-tail metrics
project_analyze simtooreal-cli — Analyze a completed run
project_failures simtooreal-cli — Failure intelligence — why did the policy fail?
project_gate simtooreal-cli — Sim-to-real promotion gate — is it safe to deploy?
project_confidence simtooreal-cli — Confidence score
project_suggestions simtooreal-cli — AI-powered suggestions for improving reward / hyperparams
project_compare simtooreal-cli — Compare two runs side-by-side
project_chat simtooreal-cli — Chat with AI about your project
codegen_urdf simtooreal-cli — Generate URDF robot description
codegen_mjcf simtooreal-cli — Generate MJCF (MuJoCo XML) robot description
codegen_reward_spec simtooreal-cli — Generate reward specification (YAML)
codegen_env_config simtooreal-cli — Generate environment config
validate_robot simtooreal-cli — Validate robot description file (auto-detect format)
validate_urdf simtooreal-cli — Validate URDF file
validate_mjcf simtooreal-cli — Validate MJCF file
get_boundaries pipeworx-io/mcp-geoboundaries — Get administrative boundary metadata for a country from geoBoundaries
get_geometry pipeworx-io/mcp-geoboundaries — Fetch simplified GeoJSON FeatureCollection geometry for a country/ADM level
pref_sp_sao_paulo_iptu2via_consultar mcp-dir/Prefeitura SP São Paulo: Segunda via Simplificada de IPTU — Prefeitura SP São Paulo: Segunda via Simplificada de IPTU, consulta em fonte oficial.
kyp_search kyp-mem — Hybrid retrieval over project knowledge base and session summaries using BM25 keyword and semantic search fused with Reciprocal Rank Fusion.
kyp_save kyp-mem — Save a new knowledge entry to the project vault.
kyp_read kyp-mem — Read a knowledge entry from the vault by its filename.
kyp_list kyp-mem — List all knowledge entries in the vault.
kyp_session_summary kyp-mem — Get a summary of the current session so far.
kyp_session_search kyp-mem — Search past session summaries semantically.
kyp_project_context kyp-mem — Load the project objective and recent session summaries at session start.
info izzipizzy/aparser-mcp — Server status: tasks in queue, pid, list of available parsers.
list_parsers izzipizzy/aparser-mcp — Just the parser names (e.g. SE::Google, SE::Google::Suggest).
get_proxies izzipizzy/aparser-mcp — Live proxies from the checkers as {"ip:port": ["type", ...]}.
ping izzipizzy/aparser-mcp — Health check. Returns "pong".
parser_info izzipizzy/aparser-mcp — A parser's result-field schema (arrays + flat) for building a resultsFormat.
one_request izzipizzy/aparser-mcp — Run one parse synchronously and return the result. Best for single lookups.
add_task izzipizzy/aparser-mcp — Queue a bulk task saved to a file. Returns the task id.
task_state izzipizzy/aparser-mcp — A task's status and live stats.
wait_task izzipizzy/aparser-mcp — Poll a task until it completes; returns the final state.
task_results izzipizzy/aparser-mcp — Single-use download URL for a completed task's results file.
opn_settings_set gabrielion/OPNsense MCP Server — Set a settings section.
opn_list_resources gabrielion/OPNsense MCP Server — List all available resource keys from the registry.
opn_update gabrielion/OPNsense MCP Server — Update an existing resource item.
opn_toggle gabrielion/OPNsense MCP Server — Toggle a boolean field on a resource item.
opn_service gabrielion/OPNsense MCP Server — Execute a service action (start/stop/restart/status).
opn_settings_get gabrielion/OPNsense MCP Server — Get a settings section.
opn_api_call gabrielion/OPNsense MCP Server — Make an arbitrary API call (opt-in, requires ENABLE_RAW_API_TOOL=true).
server_status gabrielion/OPNsense MCP Server — Checks the MCP process and its read-only state.
opn_get gabrielion/OPNsense MCP Server — Reads the singleton resource system.status.
opn_list gabrielion/OPNsense MCP Server — Pages collection resources like core.services and firewall.alias.
opn_create gabrielion/OPNsense MCP Server — Creates host entries in firewall.alias (experimental, write).
opn_delete gabrielion/OPNsense MCP Server — Deletes host entries in firewall.alias (experimental, write).
opn_describe gabrielion/OPNsense MCP Server — Explains a visible resource before the agent uses it.
system_ping dev.tidesman/tidesman — check the container service is reachable
container_list dev.tidesman/tidesman — list containers
system_disk_usage dev.tidesman/tidesman — report disk use for images, containers, and volumes
system_repair dev.tidesman/tidesman — re-download the engine's own infrastructure images
container_logs dev.tidesman/tidesman — fetch a container's recent output
container_run dev.tidesman/tidesman — create and start a container from an image
container_exec dev.tidesman/tidesman — run a command inside a running container
container_restart dev.tidesman/tidesman — gracefully stop and then start a container
container_prune dev.tidesman/tidesman — remove every stopped container in one sweep
image_list dev.tidesman/tidesman — list the images already downloaded
image_prune dev.tidesman/tidesman — remove untagged (or all unused) images in one sweep
container_delete dev.tidesman/tidesman — remove a container
container_start dev.tidesman/tidesman — start an existing stopped container
container_inspect dev.tidesman/tidesman — show a container's full details
container_stop dev.tidesman/tidesman — gracefully stop a running container
container_kill dev.tidesman/tidesman — stop a container by sending it a signal (SIGKILL by default)
image_inspect dev.tidesman/tidesman — show an image's full details
image_pull dev.tidesman/tidesman — download an image from a registry
image_tag dev.tidesman/tidesman — give an existing image another name
image_delete dev.tidesman/tidesman — remove an image
list_endpoints flurryport/cli — List all capture endpoints
create_endpoint flurryport/cli — Create a new webhook capture endpoint
get_endpoint flurryport/cli — Get details of a specific endpoint
delete_endpoint flurryport/cli — Delete a capture endpoint
list_captures flurryport/cli — List captured webhooks for an endpoint
get_capture flurryport/cli — Get details of a specific captured webhook
replay_capture flurryport/cli — Replay a captured webhook to a target URL
create_target flurryport/cli — Register a local server as a replay target
list_targets flurryport/cli — List all registered replay targets
delete_target flurryport/cli — Delete a replay target
redeem_seat_code flurryport/cli — Redeem a pairing code to join a room as a seated agent
transform_capture flurryport/cli — Transform a capture using JSONata
post_intent flurryport/cli — Post an intent to an endpoint
get_roster flurryport/cli — Get the roster of participants in a room
post_to_room flurryport/cli — Post a message to a room
read_room flurryport/cli — Read messages from a room
wait_for_posts flurryport/cli — Wait for new posts in a room
echo flurryport/cli — Start a local echo server for testing
get_canon flurryport/cli — Get the canon (signed record) of a room
get_sections flurryport/cli — Get sections of a room
memory_store rio-swarm — Stores a memory in AgentDB vector memory.
agent_spawn rio-swarm — Spawns a new agent in the swarm.
learning_report rio-swarm — Generates a learning report from the SONA Learning Engine.
crew_deactivate studiomeyer-io/studiomeyer-crew — Return to default Claude
crew_guide studiomeyer-io/studiomeyer-crew — Help and onboarding (5 topics)

AI agent tool reliability // full index

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