AI agent tool reliability // full index

Categories

data 136033 · knowledge 108629 · other 86261 · devops 51628 · search 50048 · finance 48529 · code 39524 · communication 36090 · productivity 34447 · files 32278 · media 32060 · security 31264 · retrieval 24219 · database 22009 · ml 17676 · web 16003 · browser 15149 · email 9990 · payments 5182 · calendar 4368 · analytics 4010 · blockchain 1850 · network 1750 · health 1620 · marketing 1289 · crm 1162 · memory 831 · storage 818 · research 739 · social 694 · ecommerce 619 · design 581 · project 511 · commerce 499 · advertising 471 · news 442 · compliance 427 · seo 423 · api 379 · project management 343 · system 342 · monitoring 301 · education 217 · content 188 · cloud 164 · observability 138 · automation 134 · debug 124 · mobile 120 · workflow 111 · iot 109 · account 109 · auth 109 · fitness 108 · integration 107 · identity 105 · marketplace 103 · hardware 102 · cms 100 · hr 98

Tools

• buscar_municipio @rldona/aemet-mcp — Busca municipios por nombre y devuelve coincidencias con código INE.
• prediccion_horaria @rldona/aemet-mcp — Predicción hora a hora (hoy y mañana).
• avisos @rldona/aemet-mcp — Avisos meteorológicos vigentes por comunidad autónoma.
• observacion_estacion @rldona/aemet-mcp — Última observación de una estación (por defecto Madrid-Retiro).
• translate_text watchdealer-pavel/deepl-mcp-server — Translate text with formality, context, glossary, model, tag-handling, style, translation-memory, and custom-instruction options
• rephrase_text watchdealer-pavel/deepl-mcp-server — Improve text clarity and style using DeepL Write with optional writing style and tone
• get_source_languages watchdealer-pavel/deepl-mcp-server — List v2 source languages
• get_target_languages watchdealer-pavel/deepl-mcp-server — List v2 target languages with formality support info
• get_usage watchdealer-pavel/deepl-mcp-server — Get API usage statistics
• get_languages_v3 watchdealer-pavel/deepl-mcp-server — Retrieve beta v3 supported languages by product with feature metadata
• get_language_products_v3 watchdealer-pavel/deepl-mcp-server — Retrieve beta v3 language products and feature rules
• get_glossary_language_pairs watchdealer-pavel/deepl-mcp-server — List language pairs supported by glossaries
• list_glossaries watchdealer-pavel/deepl-mcp-server — List v3 glossaries
• get_glossary watchdealer-pavel/deepl-mcp-server — Retrieve v3 glossary metadata
• get_glossary_entries watchdealer-pavel/deepl-mcp-server — Retrieve glossary dictionary entries
• request_voice_session watchdealer-pavel/deepl-mcp-server — Request a DeepL Voice realtime WebSocket session
• reconnect_voice_session watchdealer-pavel/deepl-mcp-server — Request a replacement DeepL Voice realtime token
• upload_document watchdealer-pavel/deepl-mcp-server — Upload a local file for document translation
• get_document_status watchdealer-pavel/deepl-mcp-server — Check document translation status
• download_document watchdealer-pavel/deepl-mcp-server — Download a translated document to a local path
• create_glossary watchdealer-pavel/deepl-mcp-server — Create a v3 multilingual glossary
• delete_glossary watchdealer-pavel/deepl-mcp-server — Delete a v3 glossary
• list_translation_memories watchdealer-pavel/deepl-mcp-server — List v3 translation memories available to the account
• list_style_rules watchdealer-pavel/deepl-mcp-server — List v3 style rule lists
• get_style_rule watchdealer-pavel/deepl-mcp-server — Retrieve a v3 style rule list
• create_style_rule watchdealer-pavel/deepl-mcp-server — Create a v3 style rule list
• update_style_rule watchdealer-pavel/deepl-mcp-server — Update a v3 style rule list name
• delete_style_rule watchdealer-pavel/deepl-mcp-server — Delete a v3 style rule list
• minimax_image_generate minimax-image-mcp — Generates images from text prompts using the MiniMax image-01 model, with support for batch generation, aspect ratios, seeds, image referenc
• search_vendor @releasebot-io/mcp — search vendors and products by keyword
• search_releases @releasebot-io/mcp — list recent releases scoped to a vendor/product
• search_release_content @releasebot-io/mcp — general keyword search across all release notes (any vendor/product), newest-first
• my_feed @releasebot-io/mcp — list recent releases from your followed feed (the vendors/products you follow on releasebot.io)
• rn_eval atz-dsampath/rn-sim-mcp — Evaluate an expression inside the running app.
• rn_debug_targets atz-dsampath/rn-sim-mcp — Confirm the app is attached to Metro.
• sim_screenshot_hires atz-dsampath/rn-sim-mcp — Full-resolution lossless PNG via simctl, with dimensions.
• ui_layout_audit atz-dsampath/rn-sim-mcp — Zero-size elements, tap targets under 44pt after hitSlop, horizontal overflow.
• ui_check_alignment atz-dsampath/rn-sim-mcp — Whether elements share an edge, to a tolerance, as a number.
• session_show_defaults atz-dsampath/rn-sim-mcp — Show current session defaults.
• open_sim atz-dsampath/rn-sim-mcp — Open simulator.
• session_set_defaults atz-dsampath/rn-sim-mcp — Set session defaults.
• list_sims atz-dsampath/rn-sim-mcp — List available simulators.
• list_schemes atz-dsampath/rn-sim-mcp — List build schemes.
• test_sim atz-dsampath/rn-sim-mcp — Run tests on simulator.
• launch_app_sim atz-dsampath/rn-sim-mcp — Launch app on simulator.
• stop_app_sim atz-dsampath/rn-sim-mcp — Stop app on simulator.
• snapshot_ui atz-dsampath/rn-sim-mcp — Take a UI snapshot.
• screenshot atz-dsampath/rn-sim-mcp — Take a screenshot.
• rn_component_tree atz-dsampath/rn-sim-mcp — Which components are on screen, by testID.
• rn_styles atz-dsampath/rn-sim-mcp — Resolved style merged across the component chain, plus props, for one testID.
• build_sim atz-dsampath/rn-sim-mcp — Build for simulator.
• build_run_sim atz-dsampath/rn-sim-mcp — Build and run on simulator.
• classify_document renefichtmueller/PaperCortex — Automatically classify a document with type, tags, correspondent, date, and language
• extract_receipt_data renefichtmueller/PaperCortex — Extract structured data from a receipt or invoice
• export_datev renefichtmueller/PaperCortex — Generate DATEV-compatible export files for accounting
• semantic_search renefichtmueller/PaperCortex — Search documents by meaning using vector embeddings
• match_bank_transactions renefichtmueller/PaperCortex — Match receipts to bank transactions from a CSV import
• create_kb notwhiteblank/scholar-rag-mcp — Create a new knowledge base (async job)
• delete_kb notwhiteblank/scholar-rag-mcp — Delete a knowledge base (two-phase)
• add_document notwhiteblank/scholar-rag-mcp — Add a document to a knowledge base (async job)
• list_kbs notwhiteblank/scholar-rag-mcp — List all knowledge bases
• remove_document notwhiteblank/scholar-rag-mcp — Remove a document from a knowledge base
• get_document notwhiteblank/scholar-rag-mcp — Get document metadata
• get_document_text notwhiteblank/scholar-rag-mcp — Read full document text section by section with pagination
• list_documents notwhiteblank/scholar-rag-mcp — List all documents in a knowledge base
• search_documents notwhiteblank/scholar-rag-mcp — Search documents with PubMed-style queries
• search_chunks notwhiteblank/scholar-rag-mcp — Search chunks semantically
• get_job notwhiteblank/scholar-rag-mcp — Query progress of an async job
• openrouter_list_models Erfouni/OpenRouter Model Router MCP Server — Search the current OpenRouter catalog
• openrouter_run_model Erfouni/OpenRouter Model Router MCP Server — Delegate one prompt to a requested model
• openrouter_compare_models Erfouni/OpenRouter Model Router MCP Server — Run the same prompt with 2–4 models
• model_facts erpipe-org/ERPipe — Get facts about a model.
• ping erpipe-org/ERPipe — Health check endpoint.
• list_instances erpipe-org/ERPipe — List Odoo instances available in the workspace.
• read_attachment erpipe-org/ERPipe — Read an attachment.
• render_report erpipe-org/ERPipe — Render a report.
• get_current_context erpipe-org/ERPipe — Get the current context.
• recall @vima_tech/innate — Search knowledge base
• record @vima_tech/innate — Close a trace with outcome
• evolve @vima_tech/innate — Distill and curate knowledge
• inspect @vima_tech/innate — Health check
• mcp @vima_tech/innate — Start MCP server (stdio)
• add @vima_tech/innate — Add a knowledge chunk
• generate_image aschet/uncomfymcp — Generate and return the image. Seeds are random unless you pass one, and every result reports the seed it used. Pass --no-inline-image on th
• list_workflows aschet/uncomfymcp — The workflows saved in ComfyUI, split into those ready to run and those that cannot.
• comfy_status aschet/uncomfymcp — Connection check; with a name, the nodes it would patch.
• search_ptab_cases john-walkoe/uspto_ptab_mcp — Search PTAB cases with filters (proceeding type, status, party name, etc.) and return a card view with sort/filter options.
• get_ptab_case_details john-walkoe/uspto_ptab_mcp — Retrieve detailed information for a specific PTAB case by its number.
• download_ptab_document john-walkoe/uspto_ptab_mcp — Generate a persistent download link for a PTAB document (e.g., decision, petition) and optionally extract text.
• list_ptab_documents john-walkoe/uspto_ptab_mcp — List documents associated with a PTAB case.
• removeUsersSavedTracks agustinhopneto/Spotify MCP Server — Remove one or more tracks from the user's 'Liked Songs' library (max 40 per request)
• getMyPlaylists agustinhopneto/Spotify MCP Server — Get a list of the current user's playlists on Spotify
• getPlaylistTracks agustinhopneto/Spotify MCP Server — Get a list of tracks in a specific Spotify playlist
• getRecentlyPlayed agustinhopneto/Spotify MCP Server — Retrieves a list of recently played tracks from Spotify
• getUsersSavedTracks agustinhopneto/Spotify MCP Server — Get a list of tracks saved in the user's 'Liked Songs' library
• getQueue agustinhopneto/Spotify MCP Server — Get the currently playing track and upcoming items in the Spotify queue
• getAvailableDevices agustinhopneto/Spotify MCP Server — Get information about the user's available Spotify Connect devices
• skipToNext agustinhopneto/Spotify MCP Server — Skip to the next track in the current playback queue
• searchSpotify agustinhopneto/Spotify MCP Server — Search for tracks, albums, artists, or playlists on Spotify
• getNowPlaying agustinhopneto/Spotify MCP Server — Get information about the currently playing track on Spotify, including device and volume info

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