Catalog

All products

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

34 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

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
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
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
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
Linkup by Linkup
Web search API for AI applications.
Search-Grounded LLM API

Task completion: not yet assessed.

Tier B 58/100
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
Appwrite by Appwrite
Self-hostable backend platform providing authentication, databases, storage, and serverless functions.
Backend-as-a-Service (BaaS)

Task completion: not yet assessed.

Tier C 54/100
Deepgram Speech-to-Text API by Deepgram
Real-time and batch Speech-to-Text API with developer documentation at developers.deepgram.com.
Speech-to-Text

Task completion: not yet assessed.

Tier C 54/100
Notion by Notion
All-in-one workspace combining notes, docs, wikis, databases, and project management with an integrated AI assistant.
AI Workspace Knowledge Management Product Management Project Management

Task completion: not yet assessed.

Tier C 54/100
Label Studio by HumanSignal
Data labeling platform for annotating machine learning datasets.
Data Labeling & Annotation Datasets Platform

Task completion: not yet assessed.

Tier C 50/100
Mem0 by Mem0
Memory layer providing persistent, personalized memory for AI agents and applications.
AI Agent Memory
  • Finishes end to endRetain agent memory across sessions (SDK)
Tier C 48/100
Linear by Linear
Linear is a product development system for planning, tracking, and shipping software, with issue tracking, project management, and AI automation.
Product Management Project Management
  • Finishes, delegation supportedManage project work (MCP)
Tier C 46/100
Intercom by Intercom
Hosted customer-service platform combining a help desk, shared inbox, and AI agent.
Customer Support
  • PartialManage customer support (API)
Tier C 43/100
Qdrant Cloud by Qdrant
Qdrant Cloud is a managed vector search engine for semantic search and retrieval over unstructured data.
Vector Databases

Task completion: not yet assessed.

Tier C 43/100
Runpod Cloud by Runpod
Runpod Cloud provides on-demand GPU Pods and serverless GPU endpoints for AI training, fine-tuning, and inference workloads.
GPU Cloud (primary) AI Infrastructure

Task completion: not yet assessed.

Tier C 42/100
Clerk by Clerk
Drop-in authentication, user management, and organization primitives with embeddable UI components and APIs.
Identity Provider

Task completion: not yet assessed.

Tier C 40/100 Free plan available
Tinybird by Tinybird
Data platform with APIs for ingesting events, managing Data Sources and Pipes, and querying data with SQL. A local runtime supports development and testing.
Developer Infrastructure

Task completion: not yet assessed.

Unrated
38% researched 38%
Pinecone by Pinecone
Fully managed vector database for semantic search, retrieval-augmented generation, and recommendation at scale.
Semantic Search / RAG Vector Databases

Task completion: not yet assessed.

Unrated
38% researched 38%
Twilio by Twilio
Twilio's programmable messaging platform sends and receives SMS, MMS, WhatsApp, and RCS messages over REST APIs.
Messaging and Chat

Task completion: not yet assessed.

Unrated
38% researched 38%
Vapi by Vapi
Developer platform for building and deploying real-time voice AI agents.
Conversational Voice Agents

Task completion: not yet assessed.

Unrated
38% researched 38%
Retell AI by Retell AI
Platform for building and deploying conversational voice AI agents that handle phone calls.
Conversational Voice Agents

Task completion: not yet assessed.

Unrated
38% researched 38%
Weaviate Cloud by Weaviate
Weaviate Cloud is a managed vector database service for vector and hybrid search, offering serverless, enterprise cloud, and bring-your-own-cloud deployment options.
Vector Databases

Task completion: not yet assessed.

Unrated
38% researched 38%
Free plan available
Amazon SES by Amazon Web Services
Amazon Simple Email Service (SES): a cloud-based bulk and transactional email-sending service with usage-based pricing.
Developer Tools Email API / Transactional Email

Task completion: not yet assessed.

Unrated
38% researched 38%