AI agent tool reliability // full index
Categories
knowledge 25684 · data 25569 · other 17270 · finance 14555 · search 11762 · devops 8416 · communication 7895 · productivity 7199 · code 7076 · security 6520 · files 5440 · ml 5389 · media 4925 · web 3903 · database 3832 · retrieval 3224 · browser 2282 · payments 1567 · email 1330 · analytics 827 · calendar 788 · blockchain 592 · marketing 420 · research 392 · health 243 · crm 229 · memory 225 · ecommerce 207 · advertising 172 · network 153 · compliance 136 · seo 113 · project management 110 · news 107 · design 100 · storage 99 · social 93 · monitoring 82 · api 70 · cms 54 · identity 42 · sales 38 · system 37 · healthcare 31 · defi 31 · content 31 · education 30 · marketplace 28 · social media 27 · project 24 · commerce 24 · observability 22 · cloud 21 · hardware 21 · automation 21 · hr 20 · iot 20 · accessibility 20 · debugging 17 · debug 17
Tools
- mcp-registry/io.github.csoai-org/mortgage-calculator-ai-mcp/calculate_mortgage Calculate monthly mortgage payment based on loan amount, interest rate, and term.
- mcp-registry/io.github.csoai-org/nis2-compliance-mcp/list_article_21_measures List the 10 risk-management measures required by Article 21 of NIS2.
- mcp-registry/io.github.csoai-org/nis2-compliance-mcp/audit_article_21 Audit an entity's compliance with Article 21 risk-management measures.
- mcp-registry/io.github.csoai-org/nis2-compliance-mcp/classify_entity Classify an entity under NIS2 based on sector and size.
- mcp-registry/io.github.csoai-org/nutrition-tracker-ai-mcp/log_meal Log a meal with food items and quantities.
- mcp-registry/io.github.csoai-org/nutrition-tracker-ai-mcp/get_daily_summary Get a summary of daily nutritional intake.
- mcp-registry/io.github.csoai-org/nutrition-tracker-ai-mcp/check_nutrient_balance Check the balance of nutrients in the diet.
- mcp-registry/io.github.csoai-org/optometry-patient-mcp/create_patient Create patient record
- mcp-registry/io.github.csoai-org/optometry-patient-mcp/get_patient Retrieve patient
- mcp-registry/io.github.csoai-org/optometry-patient-mcp/schedule_test Book appointment
- mcp-registry/io.github.csoai-org/optometry-patient-mcp/submit_nhs_claim Submit GOS claim
- mcp-registry/io.github.csoai-org/pdf-document-mcp/extract_text_from_pdf Extract text content from a PDF file. Optionally specify pag
- mcp-registry/io.github.csoai-org/pdf-document-mcp/extract_tables Extract table-like structures from a specific page in a PDF.
- mcp-registry/io.github.csoai-org/pdf-document-mcp/convert_pdf_to_markdown Convert a PDF document to Markdown format. Detects headings
- mcp-registry/io.github.csoai-org/pdf-document-mcp/merge_pdfs Merge multiple PDF files into a single document.
- mcp-registry/io.github.csoai-org/performance-ai-mcp/suggest_optimizations Suggest performance optimizations based on analysis.
- mcp-registry/io.github.csoai-org/performance-ai-mcp/calculate_core_web_vitals Calculate Core Web Vitals metrics from performance data.
- mcp-registry/io.github.csoai-org/performance-ai-mcp/analyze_waterfall_data Analyze waterfall data to identify performance bottlenecks.
- mcp-registry/io.github.csoai-org/pet-care-ai-mcp/generate_feeding_schedule Generate a feeding schedule for a pet based on species, age, weight, and dietary preferences.
- mcp-registry/io.github.csoai-org/pet-care-ai-mcp/track_vaccinations Track and manage vaccination records for a pet.
- mcp-registry/io.github.csoai-org/pet-care-ai-mcp/identify_breed Identify the breed of a pet based on characteristics or image.
- mcp-registry/io.github.csoai-org/pomodoro-ai-mcp/start_session Start a new Pomodoro focus session.
- mcp-registry/io.github.csoai-org/pomodoro-ai-mcp/stop_session Stop the current Pomodoro session.
- mcp-registry/io.github.csoai-org/pomodoro-ai-mcp/get_stats Get productivity statistics.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/printer_status Get the current status of the printer.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/get_temperatures Get current temperatures of printer components.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/start_print Start a print job.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/pause_print Pause the current print job.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/resume_print Resume a paused print job.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/cancel_print Cancel the current print job.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/list_files List files available on the printer.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/send_gcode Send a G-code command to the printer.
- mcp-registry/io.github.csoai-org/qidi-printer-mcp/preheat Preheat the printer to specified temperatures.
- mcp-registry/io.github.csoai-org/qr-code-ai-mcp/create_vcard_qr Generate a QR code containing vCard contact information.
- mcp-registry/io.github.csoai-org/qr-code-ai-mcp/generate_qr_data Generate QR code data from input text or URL.
- mcp-registry/io.github.csoai-org/qr-code-ai-mcp/decode_qr_data Decode a QR code image and return the embedded data.
- mcp-registry/io.github.csoai-org/real-estate-listing-mcp/estimate_valuation Estimate property valuation based on address and features.
- mcp-registry/io.github.csoai-org/real-estate-listing-mcp/find_comparable_sales Find comparable recent sales for a property.
- mcp-registry/io.github.csoai-org/real-estate-listing-mcp/generate_listing Generate a real estate listing description from property details.
- mcp-registry/io.github.csoai-org/restaurant-ai-mcp/optimize_menu Optimize the restaurant menu based on various factors.
- mcp-registry/io.github.csoai-org/restaurant-ai-mcp/manage_reservation Manage restaurant reservations.
- mcp-registry/io.github.csoai-org/restaurant-ai-mcp/calculate_food_cost Calculate the food cost for a given recipe or menu item.
- mcp-registry/io.github.csoai-org/resume-parser-ai-mcp/parse_resume Parse a resume to extract structured information
- mcp-registry/io.github.csoai-org/resume-parser-ai-mcp/extract_skills Extract skills from a resume
- mcp-registry/io.github.csoai-org/resume-parser-ai-mcp/match_job Match a resume against a job description and return a score
- mcp-registry/io.github.cakerepository/1password/password_read Retrieve a password via secret reference (op://vault/item/field) or vault/item ID
- mcp-registry/io.github.cakerepository/1password/vault_list List all accessible vaults
- mcp-registry/io.github.cakerepository/1password/item_lookup Search items by title in a vault
- mcp-registry/io.github.cakerepository/1password/item_delete Delete an item from a vault
- mcp-registry/io.github.cakerepository/1password/password_create Create a new password/login item
- mcp-registry/io.github.cakerepository/1password/password_update Rotate/update an existing password
- mcp-registry/io.github.cakerepository/1password/password_generate Generate a cryptographically secure random password
- mcp-registry/io.github.cakerepository/1password/password_generate_memorable Generate a memorable passphrase from ~500 dictionary words
- mcp-registry/com.pulsemcp/pulse-subregistry/get_server Get detailed information about a specific MCP server by name and version.
- mcp-registry/com.pulsemcp/pulse-subregistry/list_servers Browse MCP servers from the Sub-Registry with optional search and pagination.
- mcp-registry/com.pulsemcp/pulse-subregistry/switch_tenant_id (Admin) Switch the active tenant ID at runtime. Requires SHOW_ADMIN_TOOLS=true to be visible.
- mcp-registry/com.pulsemcp/remote-filesystem/download Download a file from the remote filesystem.
- mcp-registry/com.pulsemcp/remote-filesystem/modify Modify file properties.
- mcp-registry/com.pulsemcp/remote-filesystem/delete_file Delete a file from the remote filesystem.
- mcp-registry/com.pulsemcp/remote-filesystem/upload Upload a file to the remote filesystem.
- mcp-registry/com.pulsemcp/remote-filesystem/list_files List files and directories in the remote filesystem.
- mcp-registry/io.github.aderix/vantagate-mcp-server/create_vantagate_checkpoint Pauses the agent workflow and routes a human approval request.
- mcp-registry/io.github.aderix/vantagate-mcp-server/check_vantagate_status Polls the decision status of a pending checkpoint.
- mcp-registry/com.pulsemcp/serpapi-hotels/search_hotels Search for hotels with filters for price, rating, star class, amenities, and more
- mcp-registry/com.pulsemcp/serpapi-hotels/get_hotel_details Get detailed info for a specific hotel including review breakdowns and booking prices from multiple sources
- mcp-registry/com.pulsemcp/serpapi-hotels/get_hotel_reviews Get individual guest reviews with full text, ratings, sub-ratings, and hotel management responses
- mcp-registry/io.github.advertflair/threadmap-mcp/threadmap_track Track a message and get its drift score.
- mcp-registry/io.github.advertflair/threadmap-mcp/threadmap_fork Fork from any message index with clean context.
- mcp-registry/io.github.advertflair/threadmap-mcp/threadmap_timeline Show the full color-coded conversation map with all drift scores, inflection points, and branch markers.
- mcp-registry/io.github.advertflair/threadmap-mcp/threadmap_branch_context Get the context packet for a branch to resume cleanly.
- mcp-registry/io.github.advertflair/threadmap-mcp/threadmap_status Quick current drift check without loading the full timeline.
- mcp-registry/io.github.advertflair/threadmap-mcp/threadmap_reset Archive current thread and start fresh with a new origin.
- mcp-registry/io.github.advertflair/threadmap-mcp/threadmap_legend Show the color reference guide — useful to paste into any Claude session.
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_lead_assign Reassign a lead to a different intake specialist or attorney
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_search_projects Query projects by phase, project type, assignee, date
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_describe_sections Returns full schema (sections + fields + types) for a project type
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_get_section Read static section field values
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_update_section Write static section field values
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_create_collection_item Add a row to a Collection section (medical providers, defendants, etc.)
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_create_note Add a note with @mentions and attachments
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_run_report Execute a saved Periscope report (heavily cached due to 5/min cap)
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_lead_get Get a lead's full intake-form data + scoring
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_lead_list_sources List lead sources (PPC campaigns, referrals, web forms) for routing decisions
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_lead_convert_to_project Convert a qualified lead into a Filevine project; carries form data into intake section
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_lead_search Query leads by status, source, owner, date range
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_lead_create Create a lead (manual entry; web forms write via Lead Docket UI)
- mcp-registry/io.github.advocate-cloud-solutions/filevine-mcp/filevine_lead_update_status Move a lead through statuses (new → contacted → qualified → converted/declined)
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_generate_image T2I or I2I across 8+ models. Default grok-imagine-t2i (5 cr, 6 outputs)
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_remove_background Recraft primary + fal BiRefNet v2 fallback (auto failover). Output auto-saved to gallery
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_remove_background_video Frame-by-frame bg removal via rembg u2netp. Transparent WebM or solid color output. 2 cr/sec
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_balance Current credit balance + plan
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_list_image_models Enumerate every image model with cost, speed, I2I support
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_list_video_models Enumerate every video model with cost-per-second, durations, resolutions
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_list_master_presets Enumerate the 12 mastering presets with target LUFS, tags, descriptions
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_generate_video T2V or I2V across 7+ model families. Default grok-imagine-t2v with KIE+fal fallback
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_generate_music Suno V5.5 by default. Two tracks per submission, lyrics + instrumental
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_edit_image I2I editing. Default grok-imagine-i2i (3 cr/image effective, 2 variations)
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_upscale_image Topaz upscale 1x / 2x / 4x / 8x
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_reframe_image Ideogram V3 Reframe to a new aspect ratio (outpaints edges)
- mcp-registry/io.github.aetherwave-studio/aetherwave-mcp/aetherwave_upscale_video Atlas Video Upscaler, 1080p or 2K
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