AI agent tool reliability // full index
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Tools
- mcp-registry/io.github.withpica/pica/pica_people_get Get person details
- mcp-registry/io.github.withpica/pica/pica_people_create Create new person
- mcp-registry/io.github.withpica/pica/pica_people_delete Delete person
- mcp-registry/io.github.withpica/pica/pica_people_enrich_isni Enrich from ISNI
- mcp-registry/io.github.withpica/pica/pica_recordings_query List/search recordings; filter by work_id
- mcp-registry/io.github.withpica/pica/pica_recordings_inspect Get recording details (sections-based)
- mcp-registry/io.github.withpica/pica/pica_recordings_create Create new recording
- mcp-registry/io.github.withpica/pica/pica_search_all Search across all entities
- mcp-registry/io.github.withpica/pica/pica_works_list List musical works
- mcp-registry/io.github.withpica/pica/pica_works_create Create new work
- mcp-registry/io.github.withpica/pica/pica_works_delete Delete work
- mcp-registry/io.github.withpica/pica/pica_works_bulk_delete Delete multiple works
- mcp-registry/io.github.withpica/pica/pica_people_update Update person
- mcp-registry/io.github.withpica/pica/pica_people_search Search people
- mcp-registry/io.github.withpica/pica/pica_people_enrich_musicbrainz Enrich from MusicBrainz
- mcp-registry/io.github.withpica/pica/pica_recordings_update Update recording
- mcp-registry/io.github.withpica/pica/pica_recordings_delete Delete recording
- mcp-registry/io.github.withpica/pica/pica_catalog_stats Get catalog statistics
- glama/prateek-gaurav7296/ml-experiment-tracker-mcp/list_experiments Lists all experiments in MLflow
- glama/prateek-gaurav7296/ml-experiment-tracker-mcp/compare_runs Ranks top N runs by a given metric
- glama/prateek-gaurav7296/ml-experiment-tracker-mcp/get_best_model Returns the single best run for a metric
- glama/prateek-gaurav7296/ml-experiment-tracker-mcp/fetch_metric_history Returns epoch-by-epoch metric history for a run
- glama/devchux/codenav-mcp/read_file Read the contents of a single file.
- glama/devchux/codenav-mcp/list_files List files in the project, optionally filtered by extension and directory patterns.
- glama/devchux/codenav-mcp/search_text Search for a text pattern across all files in the project.
- glama/devchux/codenav-mcp/get_imports Get import statements for a given file.
- glama/devchux/codenav-mcp/get_exports Get exported symbols from a given file.
- glama/devchux/codenav-mcp/find_functions Find all function declarations in the project.
- glama/devchux/codenav-mcp/find_classes Find all class declarations in the project.
- glama/devchux/codenav-mcp/find_unused_code Detect likely unused code by analyzing imports and exports.
- glama/devchux/codenav-mcp/summarize_project Summarize the project structure, file types, and counts.
- glama/sarahotmane/poc-mcp/read_note lit un fichier .txt dans le dossier notes/
- glama/sarahotmane/poc-mcp/get_weather retourne la météo en temps réel via api.open-meteo.com
- glama/sarahotmane/poc-mcp/list_notes liste tous les fichiers disponibles dans notes/
- glama/sarahotmane/poc-mcp/search_notes cherche un mot-clé dans tous les fichiers
- glama/sarahotmane/poc-mcp/get_date retourne la date et l'heure actuelles
- glama/santossjba/civil-3d-mcp-server/civil3d_discover Inventory drawing objects without writing C#
- glama/santossjba/civil-3d-mcp-server/civil3d_audit Read audit log of past operations
- glama/santossjba/civil-3d-mcp-server/civil3d_security Read sandbox mode, export paths, confirmation policy
- glama/santossjba/civil-3d-mcp-server/civil3d_execute Execute C# code with write access
- glama/santossjba/civil-3d-mcp-server/civil3d_command Execute native Civil 3D command strings
- glama/santossjba/civil-3d-mcp-server/civil3d_skills Browse/search/read code skill templates
- glama/santossjba/civil-3d-mcp-server/civil3d_health Check connection, Civil 3D version, active drawing
- glama/santossjba/civil-3d-mcp-server/civil3d_status Real-time operation progress and queue state
- glama/santossjba/civil-3d-mcp-server/civil3d_query Execute C# code read-only
- glama/santossjba/civil-3d-mcp-server/civil3d_session Multi-step transactions (begin/execute/commit/abort)
- glama/abdulhusainahk/kubewhisper/list_clusters list configured clusters + their routing hints
- glama/abdulhusainahk/kubewhisper/resolve_cluster decide which cluster an alert/error belongs to
- glama/abdulhusainahk/kubewhisper/prometheus_query run an instant PromQL query
- glama/abdulhusainahk/kubewhisper/github_actions_runs list recent workflow runs for a repo
- glama/abdulhusainahk/kubewhisper/send_slack_message post an incident/remediation note to Slack
- glama/abdulhusainahk/kubewhisper/k8s_get_resources pods / deployments / services / nodes / events, with status
- glama/abdulhusainahk/kubewhisper/scale_deployment scale a Deployment — disabled by default, previews first, every call audited
- glama/grinv/steam-games-mcp/get_items Batch store card (price, review %, Steam Deck, release) for a list of appids
- glama/grinv/steam-games-mcp/discover_games Find games catalog-wide by discount, recency, Steam Deck and rating
- glama/grinv/steam-games-mcp/get_review_histogram Review trend over time (history + recent)
- glama/grinv/steam-games-mcp/get_prices Batch current price/discount for many appids
- glama/grinv/steam-games-mcp/get_specials Steam front-page discounts
- glama/grinv/steam-games-mcp/get_featured Featured sections (top sellers, new releases, …)
- glama/grinv/steam-games-mcp/get_game_news Recent news / patch notes
- glama/grinv/steam-games-mcp/get_current_players Live concurrent player count
- glama/grinv/steam-games-mcp/search_games Find games by title → appid (with price)
- glama/grinv/steam-games-mcp/get_game Store details by appid or name: price, genres, platforms, Metacritic, age rating, DLC, requirements
- glama/grinv/steam-games-mcp/get_game_reviews Review summary + recent reviews
- glama/grinv/steam-games-mcp/get_global_achievements Global achievement unlock rates (rarity)
- glama/grinv/steam-games-mcp/get_wishlist A player's wishlist appids (public profiles)
- glama/grinv/steam-games-mcp/get_game_achievements Full achievement list (names, descriptions) + rarity
- glama/xingwen37/instrument_mcp/scope_stop Stop the oscilloscope acquisition.
- glama/xingwen37/instrument_mcp/scope_channel_config Configure a scope channel (display, scale, offset, coupling).
- glama/xingwen37/instrument_mcp/generator_set_waveform Set waveform parameters on a generator channel (does not auto-enable output).
- glama/xingwen37/instrument_mcp/generator_output Enable or disable the output of a generator channel.
- glama/xingwen37/instrument_mcp/list_resources List USB VISA resources visible to the host.
- glama/xingwen37/instrument_mcp/idn Query *IDN? for the specified instrument.
- glama/xingwen37/instrument_mcp/scope_status Get IDN, trigger status, and channel settings of the scope.
- glama/xingwen37/instrument_mcp/scope_autoset Auto-set the oscilloscope.
- glama/xingwen37/instrument_mcp/scope_run Start the oscilloscope acquisition.
- glama/xingwen37/instrument_mcp/scope_single Set the oscilloscope to single trigger mode.
- glama/xingwen37/instrument_mcp/scope_force_trigger Force a trigger on the oscilloscope.
- glama/xingwen37/instrument_mcp/scope_measure Perform a single measurement on a scope channel.
- glama/xingwen37/instrument_mcp/scope_measure_all Measure default set (VPP, FREQUENCY, VRMS, VMAX, VMIN) on a channel.
- glama/xingwen37/instrument_mcp/generator_status Get IDN, waveform/output status for both channels, and system errors.
- glama/xingwen37/instrument_mcp/generator_query_channel Query the current waveform and output state of a generator channel.
- glama/tls54/garmin-connect-mcp-server/get_sleep Sleep stages (deep/light/REM/awake), score, duration, respiration, SpO2
- glama/tls54/garmin-connect-mcp-server/get_hrv Overnight HRV, 5-min readings, baseline, status (Balanced/Unbalanced/Low)
- glama/tls54/garmin-connect-mcp-server/get_body_battery Charge/drain events, start/end levels throughout the day
- glama/tls54/garmin-connect-mcp-server/get_stress Average stress, max stress, time in each stress band
- glama/tls54/garmin-connect-mcp-server/get_heart_rate Resting HR, min/max, timestamped HR timeline
- glama/tls54/garmin-connect-mcp-server/get_spo2 Blood oxygen average, min, max, overnight continuous readings
- glama/tls54/garmin-connect-mcp-server/get_respiration Breathing rate average, min, max throughout day and overnight
- glama/tls54/garmin-connect-mcp-server/get_hydration Fluid intake vs daily goal
- glama/tls54/garmin-connect-mcp-server/get_daily_summary All-in-one snapshot: steps, calories, HR, stress, Body Battery, intensity
- glama/tls54/garmin-connect-mcp-server/get_training_readiness Readiness score (0–100) with component breakdown (sleep, HRV, load, recovery)
- glama/tls54/garmin-connect-mcp-server/get_training_status Status label, acute/chronic load, load focus, VO2 max trend
- glama/tls54/garmin-connect-mcp-server/get_race_predictions Predicted finish times: 5K / 10K / half marathon / marathon
- glama/tls54/garmin-connect-mcp-server/get_running_tolerance Acute/chronic load ratio and injury risk signals over a date range
- glama/tls54/garmin-connect-mcp-server/get_personal_records PRs across all activity types
- glama/tls54/garmin-connect-mcp-server/get_progress_summary Training volume trends between two dates, grouped by activity type
- glama/tls54/garmin-connect-mcp-server/get_last_activity Most recent activity with full summary stats
- glama/tls54/garmin-connect-mcp-server/get_activity_detail Full detail for a single activity by ID: Training Effect, aerobic/anaerobic load, pace, cadence
- glama/tls54/garmin-connect-mcp-server/get_activity_splits Per-km splits with pace, HR, and elevation
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