AI agent tool reliability // full index

Tools

noaa_spaceweather_get_kp_index cyanheads/@cyanheads/noaa-spaceweather-mcp-server — Planetary K-index (0–9) — recent observed 3-hour values with G-scale equivalents and aurora-latitude guidance, plus 3-day forecast
noaa_spaceweather_get_aurora_forecast cyanheads/@cyanheads/noaa-spaceweather-mcp-server — OVATION model aurora forecast: global probability grid, optional local lookup by coordinates with go/no-go verdict
noaa_spaceweather_get_solar_wind cyanheads/@cyanheads/noaa-spaceweather-mcp-server — Real-time solar wind from the active L1 spacecraft: speed, proton density, temperature, and the critical Bz component
noaa_spaceweather_get_conditions cyanheads/@cyanheads/noaa-spaceweather-mcp-server — Current space-weather snapshot: NOAA R/S/G storm scales, latest Kp, and a plain-language status summary
canvas_get_state nuv-canvas-agent — Get the current state of the canvas, including groups, selected group, and attachment info.
canvas_get_selection nuv-canvas-agent — Get the current selection on the canvas.
canvas_export_snapshot nuv-canvas-agent — Export a snapshot of the canvas.
canvas_apply_ops nuv-canvas-agent — Apply a list of operations to the canvas.
canvas_create_node nuv-canvas-agent — Create a new node on the canvas.
canvas_create_text_node nuv-canvas-agent — Create a new text node.
canvas_create_text_nodes nuv-canvas-agent — Create multiple text nodes.
canvas_create_config_node nuv-canvas-agent — Create a config node (legacy name, actually creates a target node with generation capability).
canvas_create_image_prompt_flow nuv-canvas-agent — Create an image prompt flow.
canvas_create_generation_flow nuv-canvas-agent — Create a generation flow.
canvas_generate_text nuv-canvas-agent — Generate text.
canvas_generate_image nuv-canvas-agent — Generate an image.
canvas_generate_video nuv-canvas-agent — Generate a video.
canvas_generate_audio nuv-canvas-agent — Generate audio.
canvas_update_node nuv-canvas-agent — Update a node.
canvas_update_node_text nuv-canvas-agent — Update the text of a node.
canvas_move_nodes nuv-canvas-agent — Move nodes.
canvas_resize_node nuv-canvas-agent — Resize a node.
canvas_delete_nodes nuv-canvas-agent — Delete nodes.
canvas_connect_nodes nuv-canvas-agent — Connect nodes.
canvas_select_nodes nuv-canvas-agent — Select nodes.
canvas_set_viewport nuv-canvas-agent — Set the viewport.
canvas_run_generation nuv-canvas-agent — Run a generation.
canvas_create_group nuv-canvas-agent — Create a group.
canvas_update_group nuv-canvas-agent — Update a group.
canvas_delete_group nuv-canvas-agent — Delete a group (only the group container, keep member nodes).
canvas_run_group nuv-canvas-agent — Run a group.
canvas_place_attachment nuv-canvas-agent — Place an attachment.
get_failed_tests iffystrayer/Maester MCP Server — All failures from a results file, filterable by category.
audit_ai_agents iffystrayer/Maester MCP Server — Run the AIAgent checks (MT.1113–MT.1122) — Copilot Studio agent risk, MCP server tools needing review, hard-coded creds, dormant/orphaned ag
list_available_tags iffystrayer/Maester MCP Server — Enumerate all tags via Get-MtTestInventory.
merge_tenant_results iffystrayer/Maester MCP Server — Merge many tenant result files into one multi-tenant HTML report (MSP use).
update_maester_tests iffystrayer/Maester MCP Server — Update module + tests, report the new version.
run_ca_whatif iffystrayer/Maester MCP Server — Simulate a sign-in against Conditional Access policies.
run_maester_tests iffystrayer/Maester MCP Server — Run tests (by tag/service), with optional markdown output and drift comparison. Returns summary + file paths.
get_security_posture_summary iffystrayer/Maester MCP Server — Overall pass rate, per-category breakdown, critical/high failures first.
get_test_detail iffystrayer/Maester MCP Server — Full description, remediation, help URL, severity for one test.
query TypeDependencies — Query the dependency graph for specific information.
init TypeDependencies — Initialize a new analysis session.
add TypeDependencies — Add DLL files to analyze.
suggest TypeDependencies — Suggest DLL files based on .csproj files in a directory.
generate TypeDependencies — Generate the dependency graph from added DLLs.
export TypeDependencies — Export the dependency graph in DOT, JSON, or Mermaid format.
gauge_catalog CHANGCHINFU/mcp-gauge — All signals + queryable entities
gauge_route_disruption CHANGCHINFU/mcp-gauge — Shipping triangle: route disruption + sea state + AIS throughput
gauge_preview CHANGCHINFU/mcp-gauge — Coverage, pricing menu, bundle lists
gauge_sample CHANGCHINFU/mcp-gauge — A full sample record (what paid looks like)
gauge_river_free CHANGCHINFU/mcp-gauge — Raw US river reading (USGS site id)
gauge_flood_risk CHANGCHINFU/mcp-gauge — Hydrology/air/precip alias of verify_signal - same endpoint, same price
gauge_region CHANGCHINFU/mcp-gauge — City bundle: air + precipitation + river + cross-check
gauge_crop_drought CHANGCHINFU/mcp-gauge — Agriculture triangle: drought (USDM) + heat/GDD + crop VHI
gauge_grid_stress CHANGCHINFU/mcp-gauge — Power grid triangle: demand + renewables + energy inflation
gauge_filing_check CHANGCHINFU/mcp-gauge — Regulatory-filing triangle: 8-K + late filing + Form 4 insider
gauge_rwa_lifecycle CHANGCHINFU/mcp-gauge — see the tool description (regenerated from the live 402 quote)
gauge_defi_lending CHANGCHINFU/mcp-gauge — see the tool description (regenerated from the live 402 quote)
verify_signal CHANGCHINFU/mcp-gauge — Verify one official fact before your agent acts - reading vs the official threshold ladder + 5yr percentile + source URL + offline-recomputa
gauge_stablecoin_lifecycle CHANGCHINFU/mcp-gauge — see the tool description (regenerated from the live 402 quote)
gauge_lrt_lifecycle CHANGCHINFU/mcp-gauge — see the tool description (regenerated from the live 402 quote)
gauge_resolution_as_of CHANGCHINFU/mcp-gauge — see the tool description (regenerated from the live 402 quote)
gauge_depin_network CHANGCHINFU/mcp-gauge — see the tool description (regenerated from the live 402 quote)
search_jobs foundrole/FoundRole MCP — Search FoundRole's live job board by title, location, company, salary, and recency
get_job_details foundrole/FoundRole MCP — Pull a job's full description, requirements, salary, and apply link
save_job foundrole/FoundRole MCP — Save a job to the user's Kanban application tracker
update_job_stage foundrole/FoundRole MCP — Move a tracked job through pipeline stages (Saved, Applied, Interviewing, Offer)
add_job_note foundrole/FoundRole MCP — Attach a note to a tracked job
add_job_tag foundrole/FoundRole MCP — Add a tag to a tracked job
set_job_salary foundrole/FoundRole MCP — Set expected salary for a tracked job
add_recruiter_contact foundrole/FoundRole MCP — Add recruiter contact information to a tracked job
set_reminder foundrole/FoundRole MCP — Set a follow-up reminder on a tracked job, sending an email with a calendar invite
get_tracker foundrole/FoundRole MCP — Get the user's job tracker, optionally filtered by stage
search_companies foundrole/FoundRole MCP — Search FoundRole's company directory
search_sectors foundrole/FoundRole MCP — Search industry sectors
search_locations foundrole/FoundRole MCP — Search hiring by location
subscribe_search foundrole/FoundRole MCP — Subscribe a saved search to recurring alerts (daily, weekly, monthly)
get_recent iflow-mcp_mytechnotalent-malwarebazaar_mcp — Get up to 10 most recent samples from MalwareBazaar.
get_file iflow-mcp_mytechnotalent-malwarebazaar_mcp — Download a malware sample from MalwareBazaar.
get_info iflow-mcp_mytechnotalent-malwarebazaar_mcp — Get detailed metadata about a specific malware sample.
get_taginfo iflow-mcp_mytechnotalent-malwarebazaar_mcp — Get malware samples associated with a specific tag.
append_decision io.github.kaaustubh/project-memory-mcp — Append a decision to a project's AGENTS.md
remember_preference io.github.kaaustubh/project-memory-mcp — Remember a preference globally or per-project
list_projects io.github.kaaustubh/project-memory-mcp — List all projects in the memory
append_learning io.github.kaaustubh/project-memory-mcp — Append a learning to a project's AGENTS.md
sync_registry io.github.kaaustubh/project-memory-mcp — Reconcile root AGENTS.md projects table with disk
get_project io.github.kaaustubh/project-memory-mcp — Get details of a specific project
search_memory io.github.kaaustubh/project-memory-mcp — Search across project memory
list_open_issues io.github.kaaustubh/project-memory-mcp — List all open issues
resolve_issue io.github.kaaustubh/project-memory-mcp — Resolve an issue
log_issue io.github.kaaustubh/project-memory-mcp — Log a bug/issue to issues.jsonl
search_issues io.github.kaaustubh/project-memory-mcp — Search issues across all projects
find_by_file io.github.kaaustubh/project-memory-mcp — Find issues and decisions/learnings touching a file
list_initiatives io.github.kaaustubh/project-memory-mcp — List all initiatives
start_initiative io.github.kaaustubh/project-memory-mcp — Start a named multi-session initiative
get_initiative io.github.kaaustubh/project-memory-mcp — Get details of an initiative
update_initiative io.github.kaaustubh/project-memory-mcp — Update an initiative
get_n8n_info iflow-mcp_n8n-assistant — Search n8n documentation, workflows, and community forums based on a query.
check_balance mizukaizen/nightglass MCP Server — Check your account balance and remaining screenshot credits.

AI agent tool reliability // full index

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