AI agent tool reliability // full index

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Tools

• get_mobile_screenshot tarunmalpani/pulse-mcp-bridge — Live screenshot of whatever screen is currently showing on the app, returned as an inline image
• get_bug_report tarunmalpani/pulse-mcp-bridge — The current/live step recording plus device context, for reproducing a bug in progress
• get_saved_bug_reports tarunmalpani/pulse-mcp-bridge — All bug reports auto-saved on the device, each with its full steps, logs, and device info snapshot
• get_mobile_app_logs tarunmalpani/pulse-mcp-bridge — Recent structured log entries captured in the app; optionally filter by level
• diagnose_mobile_error tarunmalpani/pulse-mcp-bridge — Diagnoses the most recent problem, preferring a captured crash over a plain log message when both exist
• get_mobile_crash_logs tarunmalpani/pulse-mcp-bridge — All crashes automatically captured on the device, each with a stack trace, breadcrumb trail, and a best-guess likelyCause/suggestion
• get_launch pipeworx-io/Launch Library — Single launch detail.
• list_agencies pipeworx-io/Launch Library — Space agencies + private operators.
• list_astronauts pipeworx-io/Launch Library — Astronaut directory.
• list_events pipeworx-io/Launch Library — Non-launch space events (dockings, spacewalks, conferences).
• list_expeditions pipeworx-io/Launch Library — Crewed expeditions (ISS, Tiangong, lunar, etc.).
• upcoming_launches pipeworx-io/Launch Library — Upcoming + currently-active launches.
• previous_launches pipeworx-io/Launch Library — Historical launches.
• gcp_remove_project_iam_binding natekpurcella-hue/GCP MCP Server — Remove an IAM binding from a project.
• gcp_list_roles natekpurcella-hue/GCP MCP Server — List IAM roles.
• gcp_list_apis natekpurcella-hue/GCP MCP Server — List enabled APIs for a project.
• ga4_discover_properties natekpurcella-hue/GCP MCP Server — Probe GA4 property IDs to verify access and metadata.
• ga4_list_configured_sites natekpurcella-hue/GCP MCP Server — Show current site-to-property mappings.
• ga4_set_site_property natekpurcella-hue/GCP MCP Server — Save a property ID for a specific site.
• ga4_audience_overview natekpurcella-hue/GCP MCP Server — Get users, sessions, pageviews, bounce rate, and engagement.
• ga4_top_pages natekpurcella-hue/GCP MCP Server — View the highest traffic pages for a site.
• ga4_traffic_sources natekpurcella-hue/GCP MCP Server — Break down traffic by channel (organic, direct, referral, etc.).
• ga4_traffic_over_time natekpurcella-hue/GCP MCP Server — View trends over days, weeks, or months.
• ga4_device_breakdown natekpurcella-hue/GCP MCP Server — Compare desktop, mobile, and tablet usage.
• ga4_geo_breakdown natekpurcella-hue/GCP MCP Server — See traffic distributed by country and city.
• ga4_realtime_users natekpurcella-hue/GCP MCP Server — Check live active users on the site right now.
• ga4_compare_all_sites natekpurcella-hue/GCP MCP Server — Get a quick side-by-side comparison of all configured sites.
• ga4_run_custom_report natekpurcella-hue/GCP MCP Server — Run custom queries using any dimensions and metrics.
• gcp_get_api_operation natekpurcella-hue/GCP MCP Server — Get the status of an API operation.
• gcp_delete_service_account natekpurcella-hue/GCP MCP Server — Delete a service account.
• gcp_enable_service_account natekpurcella-hue/GCP MCP Server — Enable a service account.
• gcp_disable_service_account natekpurcella-hue/GCP MCP Server — Disable a service account.
• gcp_list_service_account_keys natekpurcella-hue/GCP MCP Server — List keys for a service account.
• gcp_get_project_iam_policy natekpurcella-hue/GCP MCP Server — Get the IAM policy for a project.
• gcp_add_project_iam_binding natekpurcella-hue/GCP MCP Server — Add an IAM binding to a project.
• gcp_list_projects natekpurcella-hue/GCP MCP Server — List all GCP projects accessible by the configured service account.
• gcp_get_project natekpurcella-hue/GCP MCP Server — Get details for a specific GCP project by project ID.
• gcp_create_project natekpurcella-hue/GCP MCP Server — Create a new GCP project. Returns a long-running operation name.
• gcp_update_project natekpurcella-hue/GCP MCP Server — Update a GCP project.
• gcp_delete_project natekpurcella-hue/GCP MCP Server — Delete a GCP project.
• gcp_get_operation natekpurcella-hue/GCP MCP Server — Get the status of a long-running operation.
• gcp_list_service_accounts natekpurcella-hue/GCP MCP Server — List service accounts for a project.
• gcp_create_service_account natekpurcella-hue/GCP MCP Server — Create a service account.
• gcp_enable_apis natekpurcella-hue/GCP MCP Server — Enable APIs for a project.
• gcp_disable_api natekpurcella-hue/GCP MCP Server — Disable an API for a project.
• gcp_get_api natekpurcella-hue/GCP MCP Server — Get details of an API.
• aggressive pipeworx-io/mcp-feodotracker — Full aggressive blocklist (includes older + lower-confidence IPs).
• list pipeworx-io/mcp-feodotracker — Current C&C blocklist (optional malware-family / status filter).
• check_ip pipeworx-io/mcp-feodotracker — Check whether a given IPv4 is on the current blocklist.
• recent pipeworx-io/mcp-feodotracker — Blocklist entries first seen in the last N hours.
• auto codingbuddy-claude-plugin — Run the full PLAN → ACT → EVAL cycle automatically.
• plan codingbuddy-claude-plugin — Initiate the PLAN phase: architect designs approach with specialist agents.
• act codingbuddy-claude-plugin — Initiate the ACT phase: implement the planned solution with TDD.
• eval codingbuddy-claude-plugin — Initiate the EVAL phase: code review and parallel specialist checks.
• get_bill pipeworx-io/UK Parliament MCP Server — Bill detail.
• recent_divisions pipeworx-io/UK Parliament MCP Server — Recent recorded votes (divisions).
• get_member pipeworx-io/UK Parliament MCP Server — Member detail by member id.
• search_members pipeworx-io/UK Parliament MCP Server — Search MPs and Lords by name / party / location / house.
• search_bills pipeworx-io/UK Parliament MCP Server — Search bills by title / session / stage / sponsoring member.
• bill_stages pipeworx-io/UK Parliament MCP Server — All stages of a bill (introduction, readings, committee, royal assent).
• search_hansard pipeworx-io/UK Parliament MCP Server — Search debate contributions in Hansard.
• search_datasets pipeworx-io/mcp-huggingface — Browse / search datasets on the Hub.
• list_model_files pipeworx-io/mcp-huggingface — List files at the root of a model repo.
• trending_models pipeworx-io/mcp-huggingface — Currently-trending models on the Hub.
• get_model pipeworx-io/mcp-huggingface — Detailed model info — config, tags, downloads, files at root.
• list_dataset_files pipeworx-io/mcp-huggingface — List files in a dataset repo.
• trending_datasets pipeworx-io/mcp-huggingface — Currently-trending datasets.
• search_models pipeworx-io/mcp-huggingface — Browse / search models on the Hub.
• search_spaces pipeworx-io/mcp-huggingface — Browse / search Spaces (demo apps).
• get_dataset pipeworx-io/mcp-huggingface — Detailed dataset info.
• get_space pipeworx-io/mcp-huggingface — Detailed Space info.
• list_versions pipeworx-io/mcp-nuget — All published versions of a package.
• get_package pipeworx-io/mcp-nuget — Registration metadata for a package — versions, tags, dependencies, dates.
• latest_version pipeworx-io/mcp-nuget — Most recent released version of a package.
• search pipeworx-io/mcp-nuget — Full-text search across NuGet packages.
• historical pipeworx-io/mcp-open-meteo — ERA5 reanalysis covering 1940-present at any global lat/lng. Returns hourly or daily temperature, precipitation, wind, humidity etc. for any
• forecast pipeworx-io/mcp-open-meteo — Global weather forecast up to 16 days ahead, hourly or daily, at any lat/lng. Returns temperature, precipitation, wind, humidity, cloud cove
• geocode pipeworx-io/mcp-open-meteo — Resolve a place name (city, village, region) to lat/lng so the other Open-Meteo tools can use them. Free, keyless, multilingual; returns up
• air_quality pipeworx-io/mcp-open-meteo — Global air quality forecast including PM, O3, NO2, etc.
• marine pipeworx-io/mcp-open-meteo — Marine weather forecast including wave height and period.
• flood pipeworx-io/mcp-open-meteo — River discharge forecast (GloFAS) for flood prediction.
• get_company pipeworx-io/mcp-remotive — Company profile + active listings by company slug.
• list_categories pipeworx-io/mcp-remotive — All Remotive categories with slug and name.
• search pipeworx-io/mcp-remotive — Search remote jobs by free-text + category + company.
• latest_version pipeworx-io/mcp-maven-central — Most recent release version of (groupId, artifactId).
• search pipeworx-io/mcp-maven-central — Full-text search across groupId, artifactId, version, tags.
• search_by_coords pipeworx-io/mcp-maven-central — Structured lookup by Maven coordinates. Provide any combination of groupId / artifactId / version.
• list_versions pipeworx-io/mcp-maven-central — All published versions for a given (groupId, artifactId).
• search pipeworx-io/mcp-packagist — Search Packagist by free text. Optionally filter by package type and tags.
• list_versions pipeworx-io/mcp-packagist — List all versions of a package with release dates.
• get_package pipeworx-io/mcp-packagist — Fetch full package metadata including all versions.
• package_stats pipeworx-io/mcp-packagist — Download counts (total, monthly, daily) + dependents count.
• list_recent pipeworx-io/ai-incident-db — Most recently added incidents.
• search_incidents pipeworx-io/ai-incident-db — Search the AI Incident Database. Combines free-text with date range filters. Returns incident IDs, titles, dates, and a short blurb.
• get_incident pipeworx-io/ai-incident-db — Fetch a full AI Incident Database record by numeric incident_id; returns title, date, description, alleged deployer/[redacted]/harmed partie
• list_taxonomies pipeworx-io/ai-incident-db — Taxonomies used to classify incidents (CSET-AIID, GMF, RAIC).
• validate_vendor_onboarding hycore220/K-Work Trust Public Demo — Decide whether a Korean vendor/customer record can be registered.
• validate_payment_or_invoice_release hycore220/K-Work Trust Public Demo — Decide whether an agent can release a payment, invoice, settlement, or purchase step.
• get_workout_history jmilinovich/hevy-coach — Fetches the user's recent workout history from Hevy.
• get_exercise_catalog jmilinovich/hevy-coach — Returns the user's available exercises from Hevy.

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