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AI agent tool reliability // full index
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Tools mcp-registry/io.github.dingdawg/dingdawg-marketing-agent/social_scheduler Schedule social posts with AI-timed posting and engagement prediction.
mcp-registry/io.github.dingdawg/dingdawg-marketing-agent/generate_content Generate on-brand content with optional brand voice matching.
mcp-registry/io.github.dingdawg/dingdawg-marketing-agent/brand_voice Analyze brand voice consistency with tone and style breakdown.
glama/winter-and-you-gone/visiontoolmcp/ocr_image 从图像中提取可见文本
glama/winter-and-you-gone/visiontoolmcp/compare_images 比较两张图像并总结相关差异
glama/winter-and-you-gone/visiontoolmcp/answer_about_image 回答关于单张图像的特定问题
glama/winter-and-you-gone/visiontoolmcp/describe_image 描述图像内容,支持可选的聚焦/指令引导
mcp-registry/io.github.dingdawg/dingdawg-sales-agent/draft_outreach Draft personalized outreach sequences with CAN-SPAM compliance check.
mcp-registry/io.github.dingdawg/dingdawg-sales-agent/qualify_lead Score a lead against your ICP using rule-based or ML-enhanced scoring.
mcp-registry/io.github.dingdawg/dingdawg-sales-agent/prospect_research Research prospects with context-based analysis or live company data.
mcp-registry/io.github.dingdawg/dingdawg-sales-agent/track_pipeline Track pipeline stages locally or with cloud sync.
mcp-registry/io.github.dingdawg/dingdawg-shield/security_scan Basic vulnerability detection (OWASP Top 10) or LLM-powered deep scan with CVE mapping and remediation.
mcp-registry/io.github.dingdawg/dingdawg-shield/trust_score Five-pillar trust score or AI-enhanced trust scoring with trend tracking.
mcp-registry/io.github.dingdawg/dingdawg-shield/governance_check Policy compliance check or full governance posture with gap analysis.
npm/-hechtcarmel/mysql-mcp-server/mysql_query Execute SQL queries against the MySQL database.
mcp-registry/io.github.discourse/mcp/discourse_select_site Select a Discourse site to interact with
mcp-registry/io.github.discourse/mcp/discourse_create_user Create a new user
mcp-registry/io.github.discourse/mcp/discourse_update_user Update an existing user
mcp-registry/io.github.discourse/mcp/discourse_upload_file Upload a file to Discourse
mcp-registry/io.github.discourse/mcp/discourse_save_draft Save a draft
mcp-registry/io.github.discourse/mcp/discourse_delete_draft Delete a draft
mcp-registry/io.github.discourse/mcp/discourse_read_post Read a single post
mcp-registry/io.github.discourse/mcp/discourse_read_topic Read a topic with its posts
mcp-registry/io.github.discourse/mcp/discourse_create_post Create a new post in a topic
mcp-registry/io.github.discourse/mcp/discourse_create_topic Create a new topic
mcp-registry/io.github.discourse/mcp/discourse_create_category Create a new category
mcp-registry/io.github.discourse/mcp/discourse_update_topic Update an existing topic
glama/mehuljn/devenv-cache/search_dependency_docs Search the local SQLite FTS5 database for package documentation matching a query.
mcp-registry/io.github.vfxprojoe/studio-signal/get_radar_deliverables Team Radar deliverables — auto-generated baseline briefing decks and weekly rollups with preview URLs. Requires Team workspace.
mcp-registry/io.github.vfxprojoe/studio-signal/ask_kai Ask Kai Rivers (AI research analyst) any M&E question — competitive analysis, earnings breakdowns, deal impact, market trends. Returns resea
mcp-registry/io.github.vfxprojoe/studio-signal/get_daily_brief Today's executive intelligence brief — top stories ranked by impact, market movers, and strategic implications. Updated every morning.
mcp-registry/io.github.vfxprojoe/studio-signal/get_deep_dive In-depth analysis expanding on the day's most significant story. Full market context and strategic recommendations.
mcp-registry/io.github.vfxprojoe/studio-signal/get_stocks Live M&E sector stock data — prices, changes, market caps, and analyst ratings for 30+ media & entertainment companies. Filter by symbol or
mcp-registry/io.github.vfxprojoe/studio-signal/get_usage Check your API usage stats for the current billing period — queries used, tier, and estimated cost.
mcp-registry/io.github.mesutoezdil/mcp-gpu-server/gpu_stats everything above in one call
mcp-registry/io.github.mesutoezdil/mcp-gpu-server/gpu_info GPU name, driver version, CUDA version
mcp-registry/io.github.mesutoezdil/mcp-gpu-server/gpu_utilization core utilization % and memory bandwidth %
mcp-registry/io.github.mesutoezdil/mcp-gpu-server/gpu_vram total, used, free VRAM in MiB and usage %
mcp-registry/io.github.mesutoezdil/mcp-gpu-server/gpu_temperature GPU core temperature in Celsius
npm/-kumikijs/mcp/kumiki_run_scenario Drive the app with a scenario (operation sequence + state assertions), returning per-step slot state, DOM, errors, and emits as a trace
npm/-kumikijs/mcp/kumiki_refs Search for references to a definition
npm/-kumikijs/mcp/kumiki_view Show a single definition (with dependencies via withDeps)
npm/-kumikijs/mcp/kumiki_replace Edit definitions
npm/-kumikijs/mcp/kumiki_remove Edit definitions
npm/-kumikijs/mcp/kumiki_fix Propose auto-patches for fixable diagnostics
npm/-kumikijs/mcp/kumiki_spec_search Search the normative spec
npm/-kumikijs/mcp/kumiki_spec_list List the normative spec
npm/-kumikijs/mcp/kumiki_spec_get Retrieve the normative spec
npm/-kumikijs/mcp/kumiki_list List definitions in a file (filterable by layer)
npm/-kumikijs/mcp/kumiki_add Edit definitions
npm/-kumikijs/mcp/kumiki_check Parse + type-check source or path and return diagnostics
npm/-kumikijs/mcp/kumiki_build Compile to a self-contained JS module (runtime inlined)
npm/-kumikijs/mcp/kumiki_smoke Mount to a headless DOM and operate the UI to detect runtime exceptions, empty rendering, and unhandled rejections
npm/-kumikijs/mcp/kumiki_rename Edit definitions
mcp-registry/io.github.mguozhen/voc-amazon-reviews-mcp/extract_listing_improvements Generate copy-ready listing improvements (title, bullets, description) grounded in customer language.
mcp-registry/io.github.mguozhen/voc-amazon-reviews-mcp/analyze_csv Analyze reviews from a CSV or Excel file (local path or URL).
mcp-registry/io.github.mguozhen/voc-amazon-reviews-mcp/fetch_reviews Fetch raw reviews for an Amazon ASIN.
mcp-registry/io.github.mguozhen/voc-amazon-reviews-mcp/analyze_reviews Analyze a set of reviews and produce a VOC report.
mcp-registry/io.github.mguozhen/voc-amazon-reviews-mcp/voc_full Fetch reviews for an ASIN and analyze them in one call.
mcp-registry/io.github.mguozhen/voc-amazon-reviews-mcp/render_dashboard Generate a standalone black-gold HTML dashboard from a VOC report.
mcp-registry/io.github.ravikant1918/sharepoint-mcp/List_SharePoint_Documents List documents and folders in a SharePoint folder
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Upload_Document Upload a new document to SharePoint
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Delete_Document Delete a document from SharePoint
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Create_Folder Create a new folder in SharePoint
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Get_Folder_Tree Get the full recursive folder tree of the library
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Get_Metadata Get metadata fields of a document or folder
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Download_Document Download a document as base64 encoded content
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Get_Library_Info Get information about the current document library
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Get_Document_Content Retrieve the full text content of a document
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Update_Document Update an existing document in SharePoint
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Delete_Folder Delete a folder from SharePoint
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Search_Documents Search for documents using KQL query
mcp-registry/io.github.ravikant1918/sharepoint-mcp/Update_Metadata Update metadata fields of a document or folder
mcp-registry/io.github.ravikant1918/sharepoint-mcp/List_Libraries List all document libraries in the SharePoint site
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_list_bounties Browse open bounties — filter by category, platform, difficulty
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_get_bounty Full bounty details: description, expected vs actual behavior, stack
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_my_applications Your applications to private bounties with approval status
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_apply_to_bounty Apply to a private bounty with an intro message
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_submit_solution Submit your fix with a description and repo link
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_post_bounty Post a new bounty — free goes live instantly, paid returns checkout URL
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_list_submissions See all submissions received for one of your bounties
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_accept_submission Accept a winning fix — awards payout and XP to the developer
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_diagnose Run a Lighthouse audit + JS error scan on any URL — returns performance, SEO, and bug report
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_my_profile Your XP, level, wallet balance, and approval status
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_my_submissions Your submitted fixes with acceptance status
mcp-registry/io.github.vibefix-tech/vibefix/vibefix_my_bounties List your posted bounties with status and submission counts
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/list_subscriptions List allowed subscriptions with friendly names
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_cost_by_dimension Cost breakdown by service / RG / location / meter
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_budget_status Budget consumption for a single sub
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_portfolio_budget_status Budget status across ALL subs
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/find_idle_resources Unattached disks, stranded IPs/NICs, stopped VMs
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/find_idle_resources_portfolio Idle resources across ALL subs
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_cost_by_tag Cost grouped by tag value (showback/chargeback)
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_month_to_date_cost Current-month spend (single sub)
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_vm_utilization CPU stats to validate rightsizing
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/forecast_month_end_spend Predicted month-end cost (single sub)
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/forecast_portfolio_month_end_spend Predicted month-end cost across ALL subs
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_cost_summary Total cost for a date range (single sub)
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_portfolio_month_to_date_cost Current-month spend across ALL subs
mcp-registry/io.github.raviteja-pegata/azure-finops-mcp/get_advisor_recommendations Azure Advisor cost recs with annual savings
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