Catalog

All products

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

141 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.

AI-Native Tier

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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

Firecrawl by Firecrawl
API that crawls and scrapes websites, returning clean LLM-ready markdown and structured data. Its Search API costs 2 credits per 10 results, rounded up. Adding scrapeOptions returns page …
Search-Grounded LLM API Web Data for Agents
  • Finishes end to endExtract data from websites (API)
Tier A 83/100 Free plan available
OpenRouter by OpenRouter
Unified API for accessing AI models from multiple providers.
LLM Router (primary)
  • Finishes, delegation unknownRoute requests across language models (API)
Tier A 81/100
Exa by Exa
Search API and web retrieval engine designed for AI agents and LLM applications.
AI Answer Engine / Search Search-Grounded LLM API
  • Finishes end to endSearch the web (API)
Tier B 70/100 Free plan available
Parallel by Parallel
Parallel provides AI integration tools such as CLI, SDK, and MCP servers compatible with AI assistants. The Parallel Search MCP Server provides web search and content extraction to …
Deep Research Search-Grounded LLM API

Task completion: not yet assessed.

Tier B 70/100
Tavily by Tavily
Search API that returns web results optimized for LLMs and AI agents.
Deep Research Search Search-Grounded LLM API
  • Finishes end to endResearch a topic in depth (API), Search the web (API)
Tier B 70/100 Free plan available
Braintrust by Braintrust
Platform for evaluating, observing, and iterating on AI agents and LLM applications, with tracing and eval tooling.
LLM Evaluation Prompt Management

Task completion: not yet assessed.

Tier B 69/100 Free plan available
Neon by Neon
Neon is a serverless Postgres database with branching, autoscaling, and scale-to-zero, accessible over a REST API and an MCP server.
Database / Postgres

Task completion: not yet assessed.

Tier B 69/100
Stripe Payments by Stripe
Stripe Payments is Stripe's online and in-person payment processing platform.
Agentic Commerce Financial Infrastructure Payments Platform

Task completion: not yet assessed.

Tier B 69/100
Resend by Resend
Developer-first email API for sending transactional and marketing email, with SDKs and a REST API.
Email API / Transactional Email
  • Finishes end to endSend transactional email (API)
Tier B 68/100
Apify by Apify
Platform for running web scraping and browser automation jobs and serving their data to agents and applications.
Browser Automation Web Data for Agents

Task completion: not yet assessed.

Tier B 67/100 Free plan available
Browserbase by Browserbase
Managed remote Chromium driven via Playwright/Puppeteer/CDP, with stealth mode and CAPTCHA solving; billed by browser-time.
Browser Automation
  • Finishes end to endAutomate a browser workflow (API)
Tier B 67/100 Free plan available
Vercel by Vercel
Cloud platform for deploying, hosting, and scaling frontend web applications with serverless and edge compute.
Deployment Platform Developer Platform Edge / Serverless Compute Frontend Cloud / Hosting MCP Hosting
  • Finishes, delegation unknownDeploy an application to the cloud (API)
Tier B 64/100
Cloudflare Workers by Cloudflare
Cloudflare Workers is a serverless platform for running functions that scale automatically and execute across Cloudflare's globally distributed edge network without managing infrastructure.
Developer Platform Edge / Serverless Compute MCP Hosting
  • Finishes, delegation unknownDeploy an application to the cloud (CLI)
Tier B 62/100
PostHog Product Analytics by PostHog
PostHog Product Analytics helps teams analyze captured events to understand product usage, conversion, and retention.
Product Analytics

Task completion: not yet assessed.

Tier B 62/100 Free plan available
Railway by Railway
Platform for deploying applications and managed infrastructure from a repository.
Deployment Platform Frontend Cloud / Hosting
  • Finishes, delegation supportedDeploy an application to the cloud (MCP)
Tier B 62/100
Langfuse by Langfuse
LLM observability and tracing platform with evaluation and prompt management.
AI / Agent Observability LLM Evaluation Prompt Management

Task completion: not yet assessed.

Tier B 60/100
Telnyx SMS API by Telnyx
REST API for sending and receiving SMS messages globally, with delivery reports.
Messaging and Chat
  • Finishes end to endSend SMS programmatically (API)
Tier B 60/100
Sentry by Sentry
Sentry is an application monitoring platform that captures errors, traces, and performance data to help developers diagnose and fix issues in their software.
Developer Tools Error Monitoring

Task completion: not yet assessed.

Tier B 59/100
AgentMail by AgentMail, Inc.
Email inbox API for AI agents to create inboxes, send and receive messages, and manage threads and webhooks.
Email/Phone/iMessage for Agents
  • Finishes end to endCreate Agent Email Inbox (API)
Tier B 58/100 Free plan available
Linkup by Linkup
Web search API for AI applications.
Search-Grounded LLM API

Task completion: not yet assessed.

Tier B 58/100
You.com by You.com
You.com provides web intelligence APIs. The Web Search API returns ranked web and news results with snippets by default, optional highlights, and optional full-page extraction. It provides source …
AI Answer Engine / Search Deep Research Search-Grounded LLM API

Task completion: not yet assessed.

Tier B 58/100 Free plan available
Render by Render
Cloud application hosting platform.
Database / Postgres Deployment Platform Frontend Cloud / Hosting
  • Finishes, delegation unknownDeploy an application to the cloud (MCP)
Tier B 57/100
Supabase by Supabase
Supabase is a Postgres-based backend-as-a-service offering database, authentication, storage, and edge functions in an integrated platform.
Backend-as-a-Service (BaaS) Database / Postgres

Task completion: not yet assessed.

Tier B 57/100
Honeycomb by Hound Technology, Inc.
Observability platform for investigating application telemetry, including traces, metrics, and logs.
Observability

Task completion: not yet assessed.

Tier B 56/100