AI agent tool reliability // full index

Categories

data 163507 · knowledge 127135 · other 104204 · search 60643 · devops 56280 · finance 53409 · code 45284 · communication 39770 · productivity 38797 · web 37779 · files 36649 · security 35668 · media 34930 · retrieval 27244 · database 23839 · ml 19628 · browser 17049 · email 11111 · payments 5662 · calendar 4892 · analytics 4477 · blockchain 1973 · network 1876 · health 1739 · marketing 1407 · crm 1243 · memory 967 · storage 914 · research 866 · social 751 · ecommerce 664 · design 614 · advertising 579 · seo 531 · commerce 528 · project 521 · api 425 · news 420 · compliance 396 · system 376 · project management 366 · monitoring 339 · education 219 · content 193 · weather 191 · cloud 166 · automation 156 · observability 150 · debug 139 · mobile 139 · workflow 134 · marketplace 124 · account 124 · iot 121 · fitness 117 · hardware 115 · integration 112 · auth 108 · cms 107 · testing 105

Tools

• get_moon_times hkopenai.hk-climate-mcp-server — Get times of moonrise, moon transit and moonset
• get_hourly_tides hkopenai.hk-climate-mcp-server — Get hourly heights of astronomical tides for a specific station
• get_high_low_tides hkopenai.hk-climate-mcp-server — Get times and heights of astronomical high and low tides
• get_weather_radiation_report hkopenai.hk-climate-mcp-server — Get weather and radiation level report for Hong Kong
• get_radiation_station_codes hkopenai.hk-climate-mcp-server — Get a list of station codes and their corresponding names for weather and radiation reports in Hong Kong
• get_current_weather hkopenai.hk-climate-mcp-server — Get current weather observations for a specific region in Hong Kong
• get_lightning_data hkopenai.hk-climate-mcp-server — Get cloud-to-ground and cloud-to-cloud lightning count data
• classify_sw_device CSOAI-ORG/FDA AI/ML SaMD Compliance MCP — Classifies a software device according to FDA SaMD categories.
• regulatory_pathway CSOAI-ORG/FDA AI/ML SaMD Compliance MCP — Determines the appropriate FDA regulatory pathway (510(k), De Novo, PMA) for a device.
• pccp_template CSOAI-ORG/FDA AI/ML SaMD Compliance MCP — Generates a Predetermined Change Control Plan (PCCP) template for AI/ML SaMD.
• check_eol endoflife-ai/endoflife-mcp — Is product X version Y end-of-life?
• get_risk_score endoflife-ai/endoflife-mcp — EOL Risk Score™ (0–100) + factor breakdown
• list_products endoflife-ai/endoflife-mcp — Search the 480+ tracked products → resolve slugs
• get_product_lifecycle endoflife-ai/endoflife-mcp — Full version history + dates for one product
• scan_stack endoflife-ai/endoflife-mcp — Score a whole stack at once
• get_hotel_occupancy_rate hkopenai.hk-commerce-mcp-server — Get hotel room occupancy rate data in Hong Kong
• figma_exec steve-8000/figma-bridge-mcp — Executes a script in the Figma plugin sandbox, allowing full Plugin API access for creating/modifying frames, components, variables, and aut
• figma_snapshot steve-8000/figma-bridge-mcp — Exports a node as PNG/JPG/SVG/PDF. PNG/JPG returned inline as image content for the agent to view.
• figma_image steve-8000/figma-bridge-mcp — Uploads a local image file (PNG/JPG/GIF/WebP) and returns an imageHash for use in figma_exec fills.
• figma_info steve-8000/figma-bridge-mcp — Returns connected file, editor type, page list, current page and selection. Use as first call to verify which file is connected.
• security io.github.atef-ataya/depwire — Scan for vulnerabilities in dependencies
• viz io.github.atef-ataya/depwire — Visualize the dependency graph of the codebase
• get_pre_action_verification io.github.atef-ataya/depwire — Verify a proposed action before execution
• get_dependency_graph io.github.atef-ataya/depwire — Retrieve the full dependency graph of the codebase
• get_impact_analysis io.github.atef-ataya/depwire — Analyze the impact of changes to a specific file or symbol
• get_health_score io.github.atef-ataya/depwire — Calculate the architecture health score of the project
• simulate_change io.github.atef-ataya/depwire — Simulate a change and predict its blast radius
• scan_security io.github.atef-ataya/depwire — Scan the codebase for security vulnerabilities based on dependency graph
• get_affected_files io.github.atef-ataya/depwire — Get the list of files affected by a change
• get_structural_diff io.github.atef-ataya/depwire — Get structural diff between two commits
• get_dependents io.github.atef-ataya/depwire — Get all files that depend on a given file or symbol
• get_cycle_detection io.github.atef-ataya/depwire — Detect circular dependencies in the graph
• get_cross_language_edges io.github.atef-ataya/depwire — Detect cross-language dependencies
• get_import_chain io.github.atef-ataya/depwire — Get the import chain for a symbol
• get_symbol_info io.github.atef-ataya/depwire — Get detailed information about a symbol
• get_dead_code io.github.atef-ataya/depwire — Identify dead code (unused symbols)
• get_duplicate_code io.github.atef-ataya/depwire — Identify duplicate code blocks
• get_complexity io.github.atef-ataya/depwire — Calculate code complexity metrics
• get_metrics io.github.atef-ataya/depwire — Get various code metrics
• get_architecture io.github.atef-ataya/depwire — Get the overall architecture overview
• get_agent_coordination io.github.atef-ataya/depwire — Coordinate multiple AI agents working on the codebase
• get_dependencies io.github.atef-ataya/depwire — Get all dependencies of a given file or symbol
• get_risk_assessment io.github.atef-ataya/depwire — Assess risk of a proposed change
• get_recommendations io.github.atef-ataya/depwire — Get recommendations for improving architecture
• get_visualization io.github.atef-ataya/depwire — Generate a visual representation of the dependency graph
• whatif io.github.atef-ataya/depwire — Simulate the impact of changes before making them
• affected_files io.github.atef-ataya/depwire — Returns the complete blast radius of a symbol change in one tool call.
• generate_uuid Universal-Standard/Universal-Standard-MCP-Server — Generates one or more UUIDs
• reach rashedInt32/jev-reach — Walks the browser to a target state by performing a sequence of clicks and typing actions, then returns a page_id for subsequent devtools ca
• get_item_state openhab-mcp-server — Gets the current state of a specific item
• set_item_state openhab-mcp-server — Sets the state of a specific item
• list_things openhab-mcp-server — Lists all things in the openHAB system
• get_thing_status openhab-mcp-server — Gets the status of a specific thing
• list_rules openhab-mcp-server — Lists all rules in the openHAB system
• get_rule_status openhab-mcp-server — Gets the status of a specific rule
• execute_rule openhab-mcp-server — Executes a specific rule
• list_addons openhab-mcp-server — Lists all addons in the openHAB system
• install_addon openhab-mcp-server — Installs an addon
• get_logs openhab-mcp-server — Retrieves recent log entries
• search_documentation openhab-mcp-server — Searches openHAB documentation
• list_links openhab-mcp-server — Lists all links between items and channels
• test_transformation openhab-mcp-server — Tests a transformation with sample data
• create_page openhab-mcp-server — Creates a new Main UI page
• update_page openhab-mcp-server — Updates an existing Main UI page
• delete_page openhab-mcp-server — Deletes a Main UI page
• get_system_status openhab-mcp-server — Retrieves the overall system status of the openHAB instance
• execute_script openhab-mcp-server — Executes a Python script with openHAB API access
• list_items openhab-mcp-server — Lists all items in the openHAB system
• uninstall_addon openhab-mcp-server — Uninstalls an addon
• create_link openhab-mcp-server — Creates a link between an item and a channel
• remove_link openhab-mcp-server — Removes a link between an item and a channel
• list_transformations openhab-mcp-server — Lists all transformations
• create_transformation openhab-mcp-server — Creates a new transformation
• list_pages openhab-mcp-server — Lists all Main UI pages
• probe_video lrvaka/shotplan — Returns dimensions, fps, duration, and a render-time estimate for a video.
• analyze_shots lrvaka/shotplan — Detects scene cuts and produces a per-shot plan with suggested treatment, raw metrics, warnings, and a labelled contact sheet.
• preview_shots lrvaka/shotplan — Renders the proposed treatment for chosen shots as small stills in about a second.
• read_frame lrvaka/shotplan — Extracts a single frame from a video when a contact sheet is too coarse.
• render_reel lrvaka/shotplan — Performs the full render of the vertical reel, returning a job handle.
• get_job lrvaka/shotplan — Polls the status of a render job.
• cancel_job lrvaka/shotplan — Cancels a running render job.
• burn_captions lrvaka/shotplan — Burns Whisper transcription captions into the video after reframing.
• doctor lrvaka/shotplan — Reports what is installed, what is missing, and what that costs you.
• get_ad Insightful-Pipe/pinterest-ads-mcp-server — Get details for a specific ad
• get_ad_account Insightful-Pipe/pinterest-ads-mcp-server — Get details for a specific ad account
• get_ad_account_analytics Insightful-Pipe/pinterest-ads-mcp-server — Get analytics for an ad account
• get_ad_accounts Insightful-Pipe/pinterest-ads-mcp-server — List all ad accounts accessible to the user
• get_ad_analytics Insightful-Pipe/pinterest-ads-mcp-server — Get analytics for ads
• get_ad_group_analytics Insightful-Pipe/pinterest-ads-mcp-server — Get analytics for ad groups
• get_ad_groups Insightful-Pipe/pinterest-ads-mcp-server — List ad groups for an ad account
• get_ads Insightful-Pipe/pinterest-ads-mcp-server — List ads for an ad account
• get_audience Insightful-Pipe/pinterest-ads-mcp-server — Get details for a specific audience
• get_audience_insights Insightful-Pipe/pinterest-ads-mcp-server — Get audience insights for an ad account
• get_audiences Insightful-Pipe/pinterest-ads-mcp-server — List audiences for an ad account
• get_campaign_analytics Insightful-Pipe/pinterest-ads-mcp-server — Get analytics for campaigns
• get_catalog_feeds Insightful-Pipe/pinterest-ads-mcp-server — List catalog feeds
• get_catalogs Insightful-Pipe/pinterest-ads-mcp-server — List catalogs for the authenticated user
• get_conversion_tag Insightful-Pipe/pinterest-ads-mcp-server — Get details for a specific conversion tag
• get_conversion_tags Insightful-Pipe/pinterest-ads-mcp-server — List conversion tags for an ad account
• get_user_account_analytics Insightful-Pipe/pinterest-ads-mcp-server — Get analytics for the authenticated user's account

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