AI agent tool reliability // full index

Categories

data 242430 · knowledge 179444 · other 147262 · search 87748 · devops 85544 · finance 72978 · code 70964 · communication 65187 · productivity 59683 · files 58291 · media 53110 · security 51841 · web 48394 · retrieval 45584 · database 36582 · ml 30154 · browser 27867 · email 17470 · calendar 7906 · payments 7101 · analytics 6774 · network 2859 · research 2435 · blockchain 2330 · health 2290 · marketing 2170 · crm 1876 · memory 1620 · advertising 1460 · storage 1416 · social 1149 · ecommerce 1121 · seo 879 · design 855 · news 762 · commerce 746 · api 615 · monitoring 600 · project 575 · system 532 · project management 469 · compliance 440 · education 367 · debug 355 · content 321 · testing 269 · accessibility 247 · automation 246 · cloud 240 · weather 233 · observability 211 · hardware 206 · fitness 193 · account 186 · identity 183 · workflow 173 · integration 163 · marketplace 154 · cms 151 · mobile 151

Tools

• get_agent_workflow lumis-mcp — Structured workflows for migration, implementation, audit, ops
• get_terminology lumis-mcp — Map incorrect legacy terms to correct modern platform terms
• search_knowledge lumis-mcp — Full-text search across 950+ curated entries
• get_module_mapping lumis-mcp — Legacy module to cloud equivalent with field-level gaps
• get_gotchas lumis-mcp — Non-obvious pitfalls for a module or country
• traverse_decision_tree lumis-mcp — Interactive decision trees for module selection, migration paths
• get_country_rules lumis-mcp — GDPR, APPI, FDA 21 CFR Part 11, EU sample limits, US state rules
• run_validation lumis-mcp — Diagnose configuration issues from reported symptoms
• health_check lumu-mcp-server — Returns the server status and API key configuration status.
• comment_incident lumu-mcp-server — Add a comment to a specific security incident.
• get_open_incidents lumu-mcp-server — Retrieve only open security incidents.
• get_incidents lumu-mcp-server — Retrieves security incidents with optional filters.
• get_incident_details lumu-mcp-server — Get detailed information about a specific security incident.
• get_incident_context lumu-mcp-server — Get context information for a specific security incident.
• get_muted_incidents lumu-mcp-server — Retrieve only muted security incidents.
• get_closed_incidents lumu-mcp-server — Retrieve only closed security incidents.
• get_incident_endpoints lumu-mcp-server — Retrieve endpoints and contacts for a specific security incident.
• convert_file magicconvert-mcp-server — Convert a file to Markdown format
• convert_base64 magicconvert-mcp-server — Convert a base64 encoded file to Markdown
• convert_url magicconvert-mcp-server — Convert a URL or HTML content to Markdown
• get_most_active_options magiqa-mcp — Returns highest options volume.
• get_highest_open_interest magiqa-mcp — Returns largest open interest.
• get_earnings_calendar magiqa-mcp — Returns upcoming earnings.
• find_covered_calls magiqa-mcp — Returns covered calls for one symbol or market-wide.
• get_unusual_options_activity magiqa-mcp — Returns volume far above open interest.
• find_debit_spreads magiqa-mcp — Returns bull call or bear put spreads.
• find_iron_condors magiqa-mcp — Returns short or long iron condors.
• find_straddles_strangles magiqa-mcp — Returns long or short straddles and strangles.
• get_stock_snapshot magiqa-mcp — Returns price, SMA/RSI/MACD, signal, trend, valuation, earnings estimates.
• find_cash_secured_puts magiqa-mcp — Returns cash-secured puts.
• find_credit_spreads magiqa-mcp — Returns bull put or bear call spreads.
• find_high_probability_options magiqa-mcp — Returns highest probability-of-profit trades.
• zof_analyze_impact Zof-AI/zof-mcp-server — Inspect conventional static import dependencies and affected tests.
• zof_generate_evidence Zof-AI/zof-mcp-server — Return validated portable static-analysis evidence without uploads.
• zof_evaluate_policy Zof-AI/zof-mcp-server — Evaluate finite local policy rules against local evidence files.
• zof_suggest_tests Zof-AI/zof-mcp-server — Suggest boundary cases or generate local reviewable test candidates for selected TypeScript/Python functions; no code executes or is written
• zof_verify_change Zof-AI/zof-mcp-server — Inspect local changes with bounded static heuristics; never executes source.
• zof_get_capabilities Zof-AI/zof-mcp-server — Describe local-only capabilities and limits; no authentication required.
• get_api_context grant01929/augments-mcp-server — Returns API signatures, prose documentation, and code examples for any npm package. Handles natural language queries with intent detection.
• search_apis grant01929/augments-mcp-server — Search for APIs across frameworks by keyword or concept. 25 synonym clusters for concept matching.
• get_version_info grant01929/augments-mcp-server — Get npm version info, compare versions, and detect breaking changes backed by real changelogs.
• get_migration_guide grant01929/augments-mcp-server — Cross-version migration guide with breaking changes, new features, deprecations, type diffs, and official migration docs.
• diagnose_error grant01929/augments-mcp-server — Diagnose errors using curated patterns, GitHub Issues search, and troubleshooting docs.
• compare_packages grant01929/augments-mcp-server — Compare 2-5 npm packages: downloads, bundle size, GitHub stars, dependencies, exported APIs.
• diagnostics grant01929/augments-mcp-server — Server health: version, uptime, memory, cache stats, Node.js version.
• scan_project_deps grant01929/augments-mcp-server — Scan package.json for outdated, deprecated, and insecure dependencies.
• push_to_fcp Larss934/fcp-mcp-server — Sends an FCPXML file into FCP with zero clicks via Open Document Apple event.
• list_fcp_libraries Larss934/fcp-mcp-server — Enumerates FCP's open libraries, events, and projects via read-only AppleScript.
• push_to_fcp SamirWalczak5948/fcp-mcp-server — Sends an FCPXML file into FCP with zero clicks via Apple event
• list_fcp_libraries SamirWalczak5948/fcp-mcp-server — Enumerates FCP's open libraries, events, and projects
• reply_to_comment kdonev/gerrit-mcp-server — Posts a reply to an existing published comment on a Gerrit change.
• who_am_i subin-chella/openbook-mcp-server — Returns the authenticated GitHub user identity.
• verify_connectivity subin-chella/openbook-mcp-server — Verifies connectivity to external services.
• search_repositories subin-chella/openbook-mcp-server — Search or list GitHub repositories.
• get_repository subin-chella/openbook-mcp-server — Get details of a specific GitHub repository.
• list_branches subin-chella/openbook-mcp-server — List branches of a GitHub repository.
• get_file_contents subin-chella/openbook-mcp-server — Get file contents from a GitHub repository.
• list_commits subin-chella/openbook-mcp-server — List commits of a GitHub repository.
• list_pull_requests subin-chella/openbook-mcp-server — List pull requests of a GitHub repository.
• get_pull_request_reviews subin-chella/openbook-mcp-server — Get review data for a pull request.
• search_works subin-chella/openbook-mcp-server — Search works on Open Library.
• search_authors subin-chella/openbook-mcp-server — Search authors on Open Library.
• structured_search subin-chella/openbook-mcp-server — Structured search on Open Library.
• get_edition subin-chella/openbook-mcp-server — Look up an edition by ISBN or ID.
• get_work subin-chella/openbook-mcp-server — Get work details from Open Library.
• get_author subin-chella/openbook-mcp-server — Get author details from Open Library.
• get_author_works subin-chella/openbook-mcp-server — Get works by an author from Open Library.
• get_subject subin-chella/openbook-mcp-server — Get subject details from Open Library.
• get_cover subin-chella/openbook-mcp-server — Get cover metadata from Open Library.
• list_workflows subin-chella/openbook-mcp-server — List Actions workflows for a GitHub repository.
• list_workflow_runs subin-chella/openbook-mcp-server — List workflow runs for a GitHub repository.
• list_workflow_jobs subin-chella/openbook-mcp-server — List jobs for a specific workflow run.
• unified_search subin-chella/openbook-mcp-server — Unified search across Open Library.
• raw_get_openlibrary subin-chella/openbook-mcp-server — Constrained raw GET fallback for Open Library API.
• ping subin-chella/openbook-mcp-server — Diagnostic tool to check server connectivity.
• list_issues subin-chella/openbook-mcp-server — List issues and comments of a GitHub repository.
• raw_get_github subin-chella/openbook-mcp-server — Constrained raw GET fallback for GitHub API.
• search_books subin-chella/openbook-mcp-server — Search books on Open Library.
• get_tour_detail maitabi-mcp-server — Fetch complete bus tour details, schedules, comments, and pricing by course_no.
• search_general_tours maitabi-mcp-server — Search general Mainichi Travel tours across categories with filters.
• get_general_tour_detail maitabi-mcp-server — Fetch complete tour details, itinerary, meal condition, guide info, and booking links.
• get_tour_calendar maitabi-mcp-server — Fetch monthly departure schedule calendar and tour matrix for a given year and month.
• list_filters maitabi-mcp-server — Fetch available filter options, departure areas, tour styles, mountain lodges, and tour counts for mountain bus tours.
• list_district_groups maitabi-mcp-server — Fetch area/district groups and tour counts for mountain bus tours.
• search_tours maitabi-mcp-server — Search mountain bus tours with full filter support.
• render resuml — Render a resume YAML file to HTML using a theme.
• jobs_search resuml — Search for job postings based on resume and location.
• jobs_tailor resuml — Tailor a resume to a job posting.
• validate resuml — Validate a resume YAML file and optionally check ATS score against a job description.
• pdf resuml — Render a resume YAML file to PDF using a theme.
• jobs_score resuml — Score a job posting against a resume.
• get_current_time w1977-0/chrono-mcp — Real current date/time in any IANA zone (or city alias)
• time_offset w1977-0/chrono-mcp — Live UTC-offset difference between two zones (DST-aware)
• add_duration w1977-0/chrono-mcp — Signed duration arithmetic, incl. business days
• format_time w1977-0/chrono-mcp — strftime formatting with optional zone conversion
• parse_natural_time w1977-0/chrono-mcp — Free-form phrase → precise ISO timestamp
• convert_time w1977-0/chrono-mcp — Wall-clock conversion across zones with day-rollover detection
• meeting_windows w1977-0/chrono-mcp — Common meeting slots across timezones within local business hours
• get_series_info koleharv/statcan-mcp — Decode a vector ID into series title, source table, and coordinate
• get_table_metadata koleharv/statcan-mcp — Get table dimensions and members with member IDs

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