Catalog

All products

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

44 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
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
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
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
Postmark by Postmark
Transactional email API and SMTP service focused on deliverability, with server-side templates, event webhooks, official SDKs, and an official MCP server.
Developer Tools Email API / Transactional Email
  • Finishes end to endSend transactional email (API)
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
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
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
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
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
Mailgun by Mailgun
Developer-focused transactional and bulk email API with deliverability tooling, official SDKs, and an official MCP server.
Developer Tools Email API / Transactional Email

Task completion: not yet assessed.

Tier C 47/100
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
HeyGen by HeyGen Technology, Inc.
Video creation platform for making scripted UGC-style advertisements with AI avatars.
AI UGC Video
  • Finishes end to endCreate UGC video ads (MCP)
Tier C 43/100 Free plan available
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
Nebius AI Cloud by Nebius
Nebius AI Cloud provides GPU-accelerated compute with non-virtualized GPUs and InfiniBand for AI training and inference, plus managed model deployment services.
GPU Cloud (primary) AI Infrastructure

Task completion: not yet assessed.

Tier C 42/100
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
HeyGen API by HeyGen Technology, Inc.
API for generating avatar videos from scripts and returning finished video files.
AI UGC Video
  • Finishes end to endCreate UGC video ads (API)
Tier C 38/100
Snov.io by Snov.io
Find business email addresses from names and domains and verify supplied email addresses through Snov.io's API.
Email Finder Email Verification
  • Finishes, delegation unknownFind a person's business email address (API)
Tier C 38/100
Hunter by Hunter
Find professional email addresses from a person and company domain, and verify email addresses through Hunter's API.
Email Finder Email Verification
  • Finishes, delegation unknownEnrich B2B contact records (API)
Tier D 31/100 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.

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