AI agent tool reliability // full index

Categories

data 157286 · knowledge 123156 · other 100778 · search 58453 · devops 55280 · finance 51807 · code 43894 · communication 38827 · productivity 37793 · files 35685 · security 34765 · web 34736 · media 34343 · retrieval 26246 · database 23465 · ml 19140 · browser 16635 · email 10852 · payments 5545 · calendar 4740 · analytics 4312 · blockchain 1959 · network 1830 · health 1739 · marketing 1394 · crm 1220 · memory 923 · storage 897 · research 773 · social 733 · ecommerce 654 · design 604 · advertising 557 · project 526 · commerce 523 · seo 491 · compliance 449 · api 420 · news 411 · system 372 · project management 364 · monitoring 331 · education 221 · content 193 · weather 176 · cloud 164 · observability 151 · automation 145 · mobile 139 · debug 136 · workflow 129 · marketplace 124 · iot 119 · account 119 · fitness 112 · integration 110 · hardware 110 · auth 109 · cms 107 · identity 102

Tools

• describe_page_grammar @feelreef/mcp — Describe the coral vocabulary for a page body.
• save_page @feelreef/mcp — Validate, write, and git-commit a page (no deploy).
• create_page @feelreef/mcp — Create a new page.
• create_post @feelreef/mcp — Create a new post.
• inspect_page @feelreef/mcp — See the built page: links, images, headings, and problems.
• site_status @feelreef/mcp — Check repo vs live status.
• build_preview @feelreef/mcp — Build the repo and deploy to preview.
• publish_site @feelreef/mcp — Deploy to the live domain. Requires confirm:true.
• db2toon.extract_schema io.github.kamil5b/db2toon-mcp — Extracts database schema information and converts it into the Toon format.
• find_espresso_near mattgierhart/espresso-mcp — Find great espresso cafes near a location, sorted by quality score
• get_cafe_details mattgierhart/espresso-mcp — Get detailed information about a specific cafe
• score_cafe mattgierhart/espresso-mcp — Score a cafe based on provided attributes
• find_roasters mattgierhart/espresso-mcp — Find specialty roasters by location or name
• get_roaster_details mattgierhart/espresso-mcp — Get detailed information about a specific roaster
• search_cafes mattgierhart/espresso-mcp — Search for cafes by name, city, or other criteria
• list_templates dev.avakit/avafox — List available templates
• deploy_contract dev.avakit/avafox — Deploy compiled bytecode (Fuji by default; mainnet requires confirm: true)
• estimate_gas dev.avakit/avafox — Estimate gas for a call before you send it
• get_context dev.avakit/avafox — AvaKit + Avalanche coding context and doc links
• read_chain dev.avakit/avafox — Read a balance, a transaction receipt, or a contract view function
• scaffold_app dev.avakit/avafox — Create an Avalanche dapp from any of the 8 templates
• validate_class_string vola-trebla/tailwind-context-resolver-mcp — Validates a Tailwind className string against the project's resolved config. Returns valid classes, invalid (hallucinated) classes, and conf
• detect_css_conflicts vola-trebla/tailwind-context-resolver-mcp — Detects conflicting Tailwind utilities — e.g. 'flex' + 'grid', or 'absolute' + 'fixed' on the same element.
• get_config_summary vola-trebla/tailwind-context-resolver-mcp — Returns a compact overview: Tailwind version, prefix, which theme sections are customized, active plugins.
• resolve_theme_tokens vola-trebla/tailwind-context-resolver-mcp — Query any namespace in the resolved Tailwind theme. Returns all design tokens as flat key-value pairs.
• capture_screen avicuna/Screen Vision MCP Server — Full screen capture with delay + multi-monitor
• capture_region avicuna/Screen Vision MCP Server — Capture a specific rectangular area
• capture_window avicuna/Screen Vision MCP Server — Capture a window by title
• list_monitors avicuna/Screen Vision MCP Server — List displays with resolutions
• get_active_context avicuna/Screen Vision MCP Server — Window/cursor/monitor info (no image)
• read_screen_text avicuna/Screen Vision MCP Server — OCR text extraction from screen
• watch_camera avicuna/Screen Vision MCP Server — Stream phone camera with scene detection + audio
• show_pairing_qr avicuna/Screen Vision MCP Server — Show QR code to connect phone camera
• phone_status avicuna/Screen Vision MCP Server — Check phone camera connection status
• analyze_video avicuna/Screen Vision MCP Server — Extract keyframes from video files
• understand_screen avicuna/Screen Vision MCP Server — AI-powered screen analysis
• analyze_image avicuna/Screen Vision MCP Server — Analyze a dropped/AirDropped image file
• watch_screen avicuna/Screen Vision MCP Server — Watch screen with frame sampling + audio
• capture_camera avicuna/Screen Vision MCP Server — Grab latest frame from phone camera
• read_file PatrickSekey/mcp-filesystem-server — Read PDF/TXT/DOCX/MD/JSON with metadata
• search_in_file PatrickSekey/mcp-filesystem-server — Case-sensitive/insensitive search with context
• list_files PatrickSekey/mcp-filesystem-server — List directory with extension filter
• write_file PatrickSekey/mcp-filesystem-server — Write with auto-create + overwrite control
• watch_directory PatrickSekey/mcp-filesystem-server — Bounded directory watcher
• batch_process PatrickSekey/mcp-filesystem-server — Efficient multi-file processing
• akb_put dnotitia/akb — Write a document into the knowledge vault
• akb_relations dnotitia/akb — Query the URI graph for relations between documents
• akb_search dnotitia/akb — Hybrid semantic + keyword search across the knowledge vault
• akb_browse dnotitia/akb — Browse documents by path prefix or URI graph
• lookup dbwls99706/deadends.dev — Look up a single error or query to return dead ends and workarounds.
• search dbwls99706/deadends.dev — Search the dead ends database by a general query string.
• batch_lookup dbwls99706/deadends.dev — Look up multiple errors or queries at once.
• get_service io.github.kaneg/k8s-mcp-go — Get service details
• get_configmap io.github.kaneg/k8s-mcp-go — Get ConfigMap data
• list_secrets io.github.kaneg/k8s-mcp-go — List Secrets (keys only); supports all_namespaces=true
• list_events io.github.kaneg/k8s-mcp-go — List events
• get_secret io.github.kaneg/k8s-mcp-go — Get Secret metadata and keys
• list_ingress io.github.kaneg/k8s-mcp-go — List Ingress resources; supports all_namespaces=true
• list_jobs io.github.kaneg/k8s-mcp-go — List Jobs; supports all_namespaces=true
• top_nodes io.github.kaneg/k8s-mcp-go — Current node CPU and memory usage
• top_pods io.github.kaneg/k8s-mcp-go — Current pod CPU and memory usage
• list_nodes io.github.kaneg/k8s-mcp-go — List cluster nodes
• list_namespaces io.github.kaneg/k8s-mcp-go — List namespaces
• get_cluster_overview io.github.kaneg/k8s-mcp-go — Cluster health summary
• list_statefulsets io.github.kaneg/k8s-mcp-go — List StatefulSets; supports all_namespaces=true
• list_configmaps io.github.kaneg/k8s-mcp-go — List ConfigMaps; supports all_namespaces=true
• get_server_info io.github.kaneg/k8s-mcp-go — Show server version, mode, Kubernetes config source, and runtime details
• resolve_workload io.github.kaneg/k8s-mcp-go — Resolve an app/workload name to matching resources and suggested next tools
• list_pods io.github.kaneg/k8s-mcp-go — List pods; supports all_namespaces=true
• get_pod io.github.kaneg/k8s-mcp-go — Get pod details
• get_pod_logs io.github.kaneg/k8s-mcp-go — Get pod logs
• list_deployments io.github.kaneg/k8s-mcp-go — List deployments; supports all_namespaces=true
• get_deployment io.github.kaneg/k8s-mcp-go — Get deployment details
• get_statefulset io.github.kaneg/k8s-mcp-go — Get StatefulSet details
• list_services io.github.kaneg/k8s-mcp-go — List services; supports all_namespaces=true
• list_pvc io.github.kaneg/k8s-mcp-go — List PersistentVolumeClaims; supports all_namespaces=true
• scale_deployment io.github.kaneg/k8s-mcp-go — Scale a deployment
• get_account theYahia/vk-ads-mcp — Get account information and balance
• list_campaigns theYahia/vk-ads-mcp — List ad campaigns (ad_plans) with optional status filter and auto-pagination
• create_campaign theYahia/vk-ads-mcp — Create a new ad campaign
• get_statistics theYahia/vk-ads-mcp — Get statistics for a campaign, ad group, or ad
• update_campaign theYahia/vk-ads-mcp — Update an existing ad campaign (name, budget, or action)
• list_ad_groups theYahia/vk-ads-mcp — List ad groups with targeting, optionally filtered by campaign
• list_ads theYahia/vk-ads-mcp — List ads (banners) with optional group filter and auto-pagination
• create_ad theYahia/vk-ads-mcp — Create a new ad (banner)
• compute_isochrone_boundary alphaparkinc/genpark-spatial-isochrone-reachability-analyzer-skill — Computes a multi-modal travel-time isochrone reachability boundary for geospatial analysis, returning a GeoJSON feature with boundary polygo
• openscad_render_preview suapapa/openscad-wasm-mcp — Generates a server-side WebP render or an interactive 3D preview link.
• openscad_export_model suapapa/openscad-wasm-mcp — Exports model to stl, 3mf, off, csg, dxf, or svg.
• openscad_analyze_model suapapa/openscad-wasm-mcp — Computes the model's bounding box and triangle count.
• workspace_read_file suapapa/openscad-wasm-mcp — Reads a file from the workspace.
• workspace_write_file suapapa/openscad-wasm-mcp — Writes a file to the workspace.
• workspace_delete_file suapapa/openscad-wasm-mcp — Deletes a file from the workspace.
• openscad_validate suapapa/openscad-wasm-mcp — Validates SCAD code and returns syntax/logical diagnostics.
• workspace_list_files suapapa/openscad-wasm-mcp — Lists files in the container workspace.
• openscad_create_preview_link suapapa/openscad-wasm-mcp — Generates a URL to open a browser-based interactive 3D viewer.
• get_warrant_quote ER-EPR/futu-opend-mcp — Get warrant quotes
• get_plate_stocks ER-EPR/futu-opend-mcp — Get stocks in a plate/sector
• get_futures_quote ER-EPR/futu-opend-mcp — Get futures quotes
• get_industrial_chain ER-EPR/futu-opend-mcp — Get industrial chain data
• get_dividends ER-EPR/futu-opend-mcp — Get dividend information for a stock

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