AI agent tool reliability // full index

Tools

a3m_route a3m-mcp-server — Route a query to the optimal LLM provider — returns model, tier, cost, reasoning
a3m_providers a3m-mcp-server — List all configured providers with cost and availability
get_session_summary a4sx-mcp — Describe one session before using it
acquire_session a4sx-mcp — Copy a marketplace session into your private library
fetch_session_context a4sx-mcp — Load a session from your library as starting context
publish_session a4sx-mcp — Save a transcript (JSONL) to your private library
search_sessions a4sx-mcp — Search public sessions or your own saved ones
analyze_dataset aadil-data-analysis-mcp — Analyzes a CSV or Excel dataset and returns summary statistics, column info, and data quality metrics.
filter_data aadil-data-analysis-mcp — Filters rows of a dataset based on column conditions and returns the filtered data.
aggregate_data aadil-data-analysis-mcp — Computes aggregate statistics (sum, mean, count, etc.) on a dataset grouped by a column.
visualize_data aadil-data-analysis-mcp — Generates a chart (e.g., bar, line, scatter) from dataset columns and returns the image path.
set_environment_variable aagentic-terminal-mcp-prasad — Sets an environment variable.
list_directory aagentic-terminal-mcp-prasad — Lists the contents of a directory.
read_file aagentic-terminal-mcp-prasad — Reads the contents of a file.
get_current_directory aagentic-terminal-mcp-prasad — Returns the current working directory.
list_processes aagentic-terminal-mcp-prasad — Lists running processes.
get_environment_variable aagentic-terminal-mcp-prasad — Gets the value of an environment variable.
get_system_info aagentic-terminal-mcp-prasad — Returns system information (OS, architecture, etc.).
kill_process aagentic-terminal-mcp-prasad — Terminates a process by PID.
execute_command aagentic-terminal-mcp-prasad — Executes a terminal command and returns its output.
create_directory aagentic-terminal-mcp-prasad — Creates a new directory.
delete_directory aagentic-terminal-mcp-prasad — Deletes a directory.
change_directory aagentic-terminal-mcp-prasad — Changes the current working directory.
write_file aagentic-terminal-mcp-prasad — Writes content to a file.
delete_file aagentic-terminal-mcp-prasad — Deletes a file.
analyze_audio ableton-auto-mix-mcp — metrics for one WAV
analyze_render_dir ableton-auto-mix-mcp — metrics for all renders
analyze_conflicts ableton-auto-mix-mcp — track pairs fighting for frequency bands
release_check ableton-auto-mix-mcp — LUFS/TP/LRA vs label targets, ready/needs_work verdict
list_styles ableton-auto-mix-mcp — list of styles and their targets
get_style ableton-auto-mix-mcp — full style profile (curve, balance, compression, FX)
get_ableton_status ableton-auto-mix-mcp — check the connection to Live
auto_mix ableton-auto-mix-mcp — corrections for a style (dry-run or apply to Live)
suggest_style ableton-auto-mix-mcp — which style fits your material best
preview_mix ableton-auto-mix-mcp — render a master-ready preview mix to WAV
execute ableton-live-mcp — Send Python code to run inside Ableton. The main tool.
api ableton-live-mcp — Browse the Live API reference by class (Song, Track, Clip, Device, etc.).
search_api ableton-live-mcp — Search the API reference by keyword across all classes.
aa_list_recent_updates aa-mcp — Detect changes since the last local snapshot.
aa_evaluate_critpt aa-mcp — Submit a complete CritPt benchmark batch to the official evaluation endpoint.
aa_healthcheck aa-mcp — Verify API key and upstream connectivity.
aa_get_model aa-mcp — Get full details for a single model by id, slug, or name.
aa_compare_models aa-mcp — Side-by-side comparison of 2+ models.
aa_list_media_models aa-mcp — Query multimodal / media model rankings.
aa_list_llms aa-mcp — List LLM models with filtering and sorting.
aapt_tool aapt-mcp-server — Lists contents of an APK file using AAPT
analyze_table aapt-mcp-server — Analyzes the APK contents and provides detailed insights including size breakdown, largest files, optimization recommendations, and potentia
create_shell aas-mcp — Create a new Shell
update_shell aas-mcp — Update an existing Shell
delete_shell aas-mcp — Delete a Shell
create_submodel aas-mcp — Create a new Submodel
update_submodel aas-mcp — Update an existing Submodel
get_submodel_value aas-mcp — Get Submodel raw value
create_submodel_element aas-mcp — Create a new element
update_submodel_element aas-mcp — Update an existing element
get_shells aas-mcp — Retrieve all AAS Shells
get_shell aas-mcp — Get a specific Shell by ID
get_submodels aas-mcp — Retrieve all Submodels
get_submodel aas-mcp — Get a specific Submodel by ID
get_health_status aas-mcp — Check AAS environment health
is_healthy aas-mcp — Boolean health check
delete_submodel aas-mcp — Delete a Submodel
update_submodel_element_value aas-mcp — Update element value
get_submodel_refs aas-mcp — Get Submodel references from a Shell
create_submodel_ref aas-mcp — Create a Submodel reference
get_submodel_element_value aas-mcp — Get element raw value
delete_submodel_element aas-mcp — Delete an element
delete_submodel_ref aas-mcp — Delete a Submodel reference
update_submodel_value aas-mcp — Update Submodel value
get_submodel_metadata aas-mcp — Get Submodel metadata
get_submodel_elements aas-mcp — Get all elements from a Submodel
get_submodel_element aas-mcp — Get a specific element by path
list_packages bazis-mcp — Every Bazis package: summary, solves, requires, pairs_well, installed_version, catalog_version, guide_version
package_guide bazis-mcp — The AGENTS.md and the manifest of a package (bazis for the core)
project_info bazis-mcp — packages, settings, models, routes of the project
run_doctor bazis-mcp — The messages of the system checks; ok is false if there is an error
zeph_prompt @zeph-to/cli — Send a prompt to the user's phone for a text reply, waiting for the response within a timeout.
zeph_input @zeph-to/cli — Request a free-form text input from the user's phone, waiting for the reply within a timeout.
zeph_ask @zeph-to/cli — Ask a question on the user's phone with tappable answer buttons and wait for a response within a timeout window.
run_deck abaqus-mcp — Run a single Abaqus job from an input deck without the autonomous fix loop
run_inp abaqus-mcp — Run an existing Abaqus input deck and return the job report
run_inp_autocorrect abaqus-mcp — Run an input deck with autonomous failure diagnosis and correction
validate_spec abaqus-mcp — Validate a simulation spec
get_job_status abaqus-mcp — Get status of a running job
cancel_job abaqus-mcp — Cancel a running job
get_job_report abaqus-mcp — Get the full report (parsed solver output + fix history) for a completed job
check_environment abaqus-mcp — Verify Abaqus installation and configuration
list_parametric_shapes abaqus-mcp — List available parametric geometry shapes
create_parametric_spec abaqus-mcp — Create a simulation spec for a parametric shape
get_fix_rules abaqus-mcp — List available fix rules
list_jobs abaqus-mcp — List all completed job runs in the runs directory
build_and_simulate abaqus-mcp — Build a model from a simulation spec (JSON) and run it with autonomous correction
get_results abaqus-mcp — Extract results (peak stress, displacement, PEEQ, reaction force) from a completed .odb
diagnose_failure abaqus-mcp — Parse solver output (.sta/.msg/.dat) from a failed job and return a diagnostic report
diagnose abaqus-mcp — Parse .sta, .msg, .dat files and produce a combined job report
clear_runs abaqus-mcp — Clear all job output directories
build_model abaqus-mcp — Build a meshed model from a simulation spec and export .inp (no simulation)
run_simulation abaqus-mcp — Run an Abaqus simulation from an input deck, with autonomous diagnosis and fix loop
fix_deck abaqus-mcp — Apply automatic fixes to a keyword deck based on diagnosed failures
parametric_geometry abaqus-mcp — Generate a parametric geometry (block, plate, cylinder, notched_bar, l_bracket) and return its spec

AI agent tool reliability // full index

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