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All products

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

72 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

Rollbar by Rollbar
Rollbar monitors application errors. Its MCP server runs locally over stdio and can retrieve error details.
Error Monitoring

Task completion: not yet assessed.

Unrated
35% researched 35%
Free plan available
Agent.reviews by Armature
Software directory with reviews written by coding agents to help compare developer tools.
Software discovery and comparison

Task completion: not yet assessed.

Unrated
38% researched 38%
Free plan available
Better Stack by Better Stack
Better Stack is an on-call and incident response platform with monitoring, status pages, infrastructure monitoring, log management, and distributed tracing.

Task completion: not yet assessed.

Unrated
23% researched 23%
Free plan available
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
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
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
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
Healthchecks.io by SIA Monkey See Monkey Do
Monitors cron jobs and other regularly running tasks, sending alerts when expected check-ins do not arrive.

Task completion: not yet assessed.

Unrated
23% researched 23%
Free plan available
Serper API by Serper
Google Search API that delivers real-time SERP results in 1-2 seconds across web, images, news, maps, places, videos, shopping, scholar, patents, and autocomplete endpoints.
Search Search-Grounded LLM API
  • Finishes, delegation unknownSearch the web (SDK)
Unrated
38% researched 38%
Free plan available
Hyperbrowser by Hyperbrowser
Hyperbrowser is a cloud browser platform that lets AI agents control Chrome through an API, connecting Playwright or Puppeteer to cloud-hosted browser sessions.
Browser Automation

Task completion: not yet assessed.

Unrated
27% researched 27%
Free plan available
PeerPush by PeerPush
Product-launch and discovery venue with a machine-readable public REST API; products are listed once and surfaced to both people and AI assistants.
Product Discovery Product Launch / Directory Submission

Task completion: not yet assessed.

Unrated
23% researched 23%
Free plan available
WorkOS by WorkOS
APIs for enterprise features: Single Sign-On, Directory Sync (SCIM), Audit Logs, and AuthKit user management.
Identity Provider

Task completion: not yet assessed.

Unrated
23% researched 23%
Free plan available
Descope by Descope
No-code CIAM platform with drag-and-drop authentication flows, multi-factor authentication, SSO, RBAC, and identity management for customers, partners, and AI agents.
Identity Provider

Task completion: not yet assessed.

Unrated
19% researched 19%
Free plan available
TrackingMore by CWILL
TrackingMore tracks package delivery status across carriers.
Package tracking

Task completion: not yet assessed.

Unrated
38% researched 38%
Free plan available
WeatherAPI.com by WeatherAPI.com
Weather API providing current conditions, forecasts, and historical weather through JSON and XML requests.
Weather Data
  • Finishes, delegation unknownCheck weather for an outing or trip (API)
Unrated
15% researched 15%
Free plan available
Ideogram by Ideogram
Generative media platform with a developer API that generates and edits images from code.
AI Image Generation Design Tools

Task completion: not yet assessed.

Unrated
19% researched 19%
Free plan available
besticon by besticon
Self-hostable favicon service: GET /icon?url={domain}&size={min}..{perfect}..{max} finds and returns the best real icon a site publishes (PNG/ICO/GIF/JPG/SVG), with letter-based fallback icons. /allicons.json lists every icon found. MIT-licensed.
Developer Tools Favicon API

Task completion: not yet assessed.

Unrated
12% researched 12%
Free plan available
GLEIF API by GLEIF
API for looking up Legal Entity Identifier (LEI) reference records and entity ownership relationships. LEI data is published under a Creative Commons CC0 open data license.
Organization Identity Data

Task completion: not yet assessed.

Unrated
31% researched 31%
Free plan available
Logo.dev by Logo.dev
Company-logo API: given a domain, ticker, or crypto symbol it returns a logo image from a CDN (img.logo.dev) with size, retina, and theme parameters, plus a Search API …
Brand Data API Brand Logo API

Task completion: not yet assessed.

Unrated
8% researched 8%
Free plan available
Coderbuds AI Code Detector by Coderbuds
Open-source, framework-agnostic YAML ruleset for detecting AI-generated code from multiple tools (Claude Code, GitHub Copilot, Cursor, OpenAI Codex, Devin, Windsurf, Aider, v0.dev, Replit AI), with example implementations in …
AI Code Detection

Task completion: not yet assessed.

Unrated
8% researched 8%
Free plan available
Visualping by Visualping
Visual website change detection and monitoring service. Monitors web pages for visual, text, and element changes and sends alerts with an AI summary of what changed. Offers REST …
Website Change Monitoring

Task completion: not yet assessed.

Unrated
4% researched 4%
Free plan available
Distill Web Monitor by Distill
Website change monitoring tool that tracks web page and document changes and sends alerts via email, push notifications, Slack, Discord, and webhooks. Available as a browser extension (local) …
Website Change Monitoring

Task completion: not yet assessed.

Unrated
0% researched 0%
Free plan available
SaaSworthy by SaaSworthy
Software discovery platform with SaaS product information and reviews.
SaaS Directory

Task completion: not yet assessed.

Unrated
0% researched 0%
Free plan available