AI agent tool reliability // full index

Tools

cost_of_living io.ausdata/ausdata-mcp — ABS Selected Living Cost Indexes by household type.
youth_unemployment io.ausdata/ausdata-mcp — 15-24 unemployment rate, state-level.
gender_pay_context io.ausdata/ausdata-mcp — WGEA gender pay gap by industry / employer-size context.
energy_snapshot io.ausdata/ausdata-mcp — AEMO NEM dispatch + price snapshot, current trading interval.
health io.ausdata/ausdata-mcp — API reachability check. Useful for debugging.
upgrade_brain iwo-szapar/second-brain-health-check — Identify missing and outdated files in your setup and generate personalized upgrades. Runs health check and inventory locally, then calls th
check_health iwo-szapar/second-brain-health-check — Full 45-layer scan across setup quality, usage activity, and AI fluency. Adapts the report to your brain's maturity level.
get_fix_suggestions iwo-szapar/second-brain-health-check — Prioritized action plan for your weakest area. Each fix includes a time estimate and point value.
generate_dashboard iwo-szapar/second-brain-health-check — Self-contained HTML dashboard with score visualizations, CE radar chart, and guided fixes. Opens in your browser.
generate_pdf iwo-szapar/second-brain-health-check — PDF report via headless Chrome. Requires Chrome or Chromium installed.
weekly_pulse iwo-szapar/second-brain-health-check — Track progress over time. Shows score deltas, CE pattern trends, streak detection, and targeted suggestions.
context_pressure iwo-szapar/second-brain-health-check — Analyze how much of your 200K token context window is consumed by fixed overhead -- CLAUDE.md, MEMORY.md, knowledge files, MCP definitions,
audit_config iwo-szapar/second-brain-health-check — Audit your configuration for dead references, conflicts, security issues, unused items, and performance problems.
import_context iwo-szapar/second-brain-health-check — Import conversation history from ChatGPT or Claude exports into organized memory files. Scan first to preview, then import to create files.
check_scope_tool io.github.choreoatlas/over-reach-detector — Compare declared task scope with actual file changes and report over-reach.
call io.github.chorghemaruti64-creator/agenium-mcp-server — Call a tool on the bridged MCP server.
list io.github.chorghemaruti64-creator/agenium-mcp-server — List available tools from the bridged MCP server.
list io.github.chorghemaruti64-creator/agenium-mcp-server — List available resources from the bridged MCP server.
read io.github.chorghemaruti64-creator/agenium-mcp-server — Read a resource from the bridged MCP server.
list io.github.chorghemaruti64-creator/agenium-mcp-server — List available prompts from the bridged MCP server.
get io.github.chorghemaruti64-creator/agenium-mcp-server — Get a prompt from the bridged MCP server.
capabilities io.github.chorghemaruti64-creator/agenium-mcp-server — Get the full capability manifest of the bridged MCP server.
ping io.github.chorghemaruti64-creator/agenium-mcp-server — Health check for the bridged MCP server.
pg_list_schemas harshit-wadhwa/PostgreSQL MCP Server — Non-system schemas
pg_list_tables harshit-wadhwa/PostgreSQL MCP Server — Tables/views in a schema (default public)
pg_describe_table harshit-wadhwa/PostgreSQL MCP Server — Columns for a table or view
pg_query harshit-wadhwa/PostgreSQL MCP Server — Single SELECT or WITH; optional $1… binds
search_issues pdhiran/ceph-issue-kb — Search issues across all sources with optional filters
get_issue pdhiran/ceph-issue-kb — Get full issue details including description and all comments
find_similar_issue pdhiran/ceph-issue-kb — Find issues similar to a given problem description
is_known_issue pdhiran/ceph-issue-kb — Check if an error message matches a known issue
find_fix pdhiran/ceph-issue-kb — Search for known fixes, commits, PRs
find_related_issues pdhiran/ceph-issue-kb — Get related/duplicate/linked issues
search_stacktrace pdhiran/ceph-issue-kb — Find issues with similar stacktraces
hot_issues pdhiran/ceph-issue-kb — Most active recent issues by component
component_health pdhiran/ceph-issue-kb — Open criticals, regressions, blockers for a component
capabilities pdhiran/ceph-issue-kb — Server capabilities and entity types
health pdhiran/ceph-issue-kb — Connector status, issue counts, index status
find_workaround pdhiran/ceph-issue-kb — Search for known workarounds
search_health_warning pdhiran/ceph-issue-kb — Find issues related to a health warning
get_profiler_config msprof-mcp — 获取 profiler_info.json 中的配置信息（版本、软硬件环境）。
execute_sql msprof-mcp — 执行只读 SQL 并返回结果，当结果行数/返回字符数超阈值时会返回失败并提示收敛查询。
execute_sql_to_csv msprof-mcp — 执行只读 SQL 并将全量结果保存为 CSV，只返回导出状态、路径和行数，不返回查询结果内容。
msprof_analyze_advisor msprof-mcp — 调用 msprof-analyze advisor 提供全方位性能建议（计算/调度瓶颈）。
analyze_overlap msprof-mcp — 分析计算、通信与调度的重叠情况，判断负载特征（计算/通信密集型）。
find_slices msprof-mcp — 搜索 Trace 中的特定 Slice（算子/函数），支持模糊匹配和时间范围过滤。
get_flow_data msprof-mcp — 根据时间范围获取 Flow 关联的 CPU/NPU 算子明细，支持按 cpu_op 或 npu_op 入口查询；结果过大时可通过 result_output_path 导出 CSV。
execute_sql_query msprof-mcp — 执行自定义 SQL 查询，支持 Slice/Thread/Process 等表的深度分析。
analyze_kernel_details msprof-mcp — 分析 kernel_details.csv，提供耗时分布、Top N 算子、设备分布等。
get_operator_details msprof-mcp — 查询特定算子（按名称或类型）的详细执行信息。
analyze_op_statistic msprof-mcp — 分析 op_statistic.csv，提供调用次数、总耗时及 Core 类型分布。
get_op_type_details msprof-mcp — 查询特定类型算子或 Core 类型算子的详细统计数据。
search_csv_by_field msprof-mcp — 通用 CSV 字段搜索工具，支持按列值过滤。
analyze_communication msprof-mcp — 分析 communication_matrix.json，识别 P2P/集合通信瓶颈及慢链路。
analyze_communication_trace msprof-mcp — 分析 communication.json，提供通信操作的时间分解（Transit, Wait）和带宽详情。
solidworks_search_tools jaylamping/solidworks-mcp — Search the tool catalog for available SolidWorks MCP tools
solidworks_invoke jaylamping/solidworks-mcp — Invoke a low-level SolidWorks COM API method
confirm_and_save jaylamping/solidworks-mcp — Confirm the model and save with assembly lock-in checks
get_mars_missions christerso/celestialnode-mcp — All 18 Mars missions with instruments and discoveries
get_mars_rovers christerso/celestialnode-mcp — Mars rovers with instruments, discoveries, and status
get_mars_weather christerso/celestialnode-mcp — Mars surface weather (temperature, pressure, wind)
search_stars christerso/celestialnode-mcp — Search 1M+ stars from ESA Gaia catalog
get_star_details christerso/celestialnode-mcp — Full astronomical data for a star by Gaia source ID
get_constellations christerso/celestialnode-mcp — All 88 IAU constellations
get_near_earth_objects christerso/celestialnode-mcp — Upcoming asteroid close approaches
get_hazardous_asteroids christerso/celestialnode-mcp — Potentially hazardous asteroids with orbital data
get_space_agencies christerso/celestialnode-mcp — Space agencies worldwide
get_iss_position christerso/celestialnode-mcp — Real-time ISS position (lat, lon, altitude, velocity)
get_upcoming_launches christerso/celestialnode-mcp — Upcoming rocket launches worldwide
get_crew_in_space christerso/celestialnode-mcp — Astronauts/cosmonauts/taikonauts currently in orbit
get_space_news christerso/celestialnode-mcp — Curated space news from NASA, ESA, CNSA, JAXA, Roscosmos, ISRO
get_satellite_categories christerso/celestialnode-mcp — Satellite categories with counts
get_tiangong_position christerso/celestialnode-mcp — Real-time Tiangong station position
search_satellites christerso/celestialnode-mcp — Search tracked satellites by name
get_upcoming_reentries christerso/celestialnode-mcp — Predicted satellite/rocket stage re-entries
search_encyclopedia christerso/celestialnode-mcp — Search space encyclopedia (spacecraft, missions, engines)
usm_get_contracts @smithgray/usm — Get contracts for a feature or system
usm_get_flows @smithgray/usm — Get flows for a feature or system
usm_list @smithgray/usm — List items in the USM scope
usm_query @smithgray/usm — Query the architecture using natural language
read @smithgray/usm — Read the content of a specific feature by its ID.
search @smithgray/usm — Search features by keyword or phrase.
validate @smithgray/usm — Validate all .usm files against the schema.
summary @smithgray/usm — Get a summary of the entire USM scope.
references @smithgray/usm — List all references (cross-feature links) in the scope.
contracts @smithgray/usm — List all contracts defined across features.
flows @smithgray/usm — List all flows defined across features.
draft_feature @smithgray/usm — Draft a new feature spec from a natural language description.
write_feature @smithgray/usm — Write a new feature .usm file from a structured spec.
update_feature @smithgray/usm — Update an existing feature .usm file.
list @smithgray/usm — List all features in the USM scope.
update_feature_status @smithgray/usm — Update the status of a feature (e.g., draft, review, done).
usm_read @smithgray/usm — Read a USM file or resource
usm_references @smithgray/usm — Get references to a USM item
usm_report_feedback @smithgray/usm — Report feedback on a USM item
usm_search @smithgray/usm — Search the USM scope
usm_summary @smithgray/usm — Get a summary of the system map
usm_update_feature @smithgray/usm — Update an existing feature spec
usm_update_feature_status @smithgray/usm — Update the status of a feature
usm_validate @smithgray/usm — Validate USM files against the schema

AI agent tool reliability // full index

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