Catalog

All products

Browse the current catalog of AI-native products across organizations.

376 total

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Find products an agent can use to finish a task. Select a job above to narrow the assessment. All completion filters match the same job and route.

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Each product's AI-native score and tier rate how ready it is for agents to use, from 0 to 100. A high score is not a substitute for your own security or vendor-risk review. How scoring works

MCP Server Registry and Security Scorer by George Kioko
Apify Actor returning MCP registry profiles and deterministic metadata risk scores over HTTP.
Agent Readiness Tools Developer Tools

Task completion: not yet assessed.

Unrated
38% researched 38%
MailerSend by MailerSend
Transactional email and SMS API for developers and product teams, with an official hosted MCP server and official SDKs.
Developer Tools Email API / Transactional Email

Task completion: not yet assessed.

Unrated
23% researched 23%
Mapbox by Mapbox
Mapbox provides APIs for calculating driving, walking, and cycling directions.
Maps and routing

Task completion: not yet assessed.

Unrated
23% researched 23%
Perplexity API Platform by Perplexity
APIs for web search, grounded answers, and text embeddings.

Task completion: not yet assessed.

Unrated
23% researched 23%
Replicate by Replicate
Cloud API for running open-source machine learning models, with developer documentation at replicate.com/docs.
ML Model Hosting / Deployment MLOps / Model Deployment

Task completion: not yet assessed.

Unrated
23% researched 23%
Shop MCP by Shopify
Shop MCP provides shopping tools for agents to search Shopify merchants, inspect product options and prices, and create carts and checkouts. https://shop.dev/docs and https://shopify.dev/changelog/posts/add-shopping-and-shop-pay-checkout-to-any-agent-with-shop-mcp describe the shopping workflow.
Agentic Commerce Personal shopping

Task completion: not yet assessed.

Unrated
35% researched 35%
Sinch SMS API by Sinch
REST API for sending and receiving SMS globally with real-time delivery callbacks.
Messaging and Chat

Task completion: not yet assessed.

Unrated
38% researched 38%
Visual Crossing Weather by Visual Crossing
Weather API for current conditions, forecasts, and historical weather.
Weather Data
  • Finishes, delegation unknownCheck weather for an outing or trip (API)
Unrated
23% researched 23%
Free plan available
Limina by Private AI
Private AI’s Limina detects, redacts and replaces sensitive personal data in text, documents, images and audio.
Data Privacy / Compliance Tooling

Task completion: not yet assessed.

Unrated
38% researched 38%
Helicone by Helicone
AI gateway and LLM observability platform that logs, traces, and analyzes requests to LLM applications.
AI / Agent Observability LLM Evaluation LLM Router Prompt Management

Task completion: not yet assessed.

Unrated
31% researched 31%
Home Assistant by Open Home Foundation
Home automation software for controlling connected devices.
Smart home control
  • Finishes, delegation unknownAutomate household devices (API)
Unrated
35% researched 35%
Originality.ai by Originality.AI
AI content detector that scores text as AI- or human-written and scans an entire website for AI-generated content (Site Scan). Exposes a detection API for programmatic use.
AI Content Detection

Task completion: not yet assessed.

Unrated
19% researched 19%
Free plan available
Portkey Gateway by Portkey
Gateway for routing LLM requests with load balancing and monitoring.
LLM Router

Task completion: not yet assessed.

Unrated
23% researched 23%
Free plan available
Presidio by Data Privacy Stack
Open-source framework for detecting and de-identifying personal information in text and images.
Data Privacy / Compliance Tooling PII Detection & Redaction

Task completion: not yet assessed.

Unrated
38% researched 38%
Restish by rest-sh
Command-line HTTP client that discovers API operations from an OpenAPI description and exposes them as subcommands.
Developer Tools

Task completion: not yet assessed.

Unrated
38% researched 38%
Sourcegraph by Sourcegraph
Code search platform that syncs repositories from code hosts including GitHub, GitLab and Bitbucket.
AI Coding Tools

Task completion: not yet assessed.

Unrated
23% researched 23%
Stainless by Stainless
Platform that generates SDKs and a command-line client from an OpenAPI description.
Developer Tools

Task completion: not yet assessed.

Unrated
27% researched 27%
Free plan available
openHAB by openHAB
Home automation software for controlling connected devices.
Smart home control

Task completion: not yet assessed.

Unrated
38% researched 38%
CrewAI by CrewAI
Framework and platform for building and orchestrating teams of AI agents.
AI Developer Tooling Agent Framework & Orchestration

Task completion: not yet assessed.

Unrated
23% researched 23%
Free plan available
FreshBooks by FreshBooks
Accounting software for small businesses to create invoices and track expenses.
Accounting Software
  • Finishes end to endCreate and send invoices (API)
Unrated
23% researched 23%
Is Your Site Agent-Ready? by Cloudflare
Cloudflare website scanner for agent discovery, content access, bot policies, protocols and commerce signals.
Agent Readiness Tools Developer Tools

Task completion: not yet assessed.

Unrated
38% researched 38%
LangChain by LangChain
Framework for building agents and LLM applications with interoperable components and provider integrations.
AI Developer Tooling

Task completion: not yet assessed.

Unrated
19% researched 19%
Maltego Graph by Maltego
Link analysis software for connecting and visualizing OSINT, external intelligence feeds, and internal data in investigations.
OSINT

Task completion: not yet assessed.

Unrated
31% researched 31%
Meilisearch by Meilisearch
Search engine for applications and websites, available as open-source software and a cloud service.
Search

Task completion: not yet assessed.

Unrated
23% researched 23%