Catalog

All products

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

376 total

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Select any number; no selection includes all.

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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

Baseten Inference by Baseten
Platform for deploying and serving open-source and custom AI models, with developer documentation at docs.baseten.co.
AI Inference / Model Serving ML Model Hosting / Deployment MLOps / Model Deployment

Task completion: not yet assessed.

Unrated
38% researched 38%
Modal by Modal
Serverless platform for running Python code, GPU-backed AI/ML inference, training, and batch jobs with per-second billing.
GPU Cloud (primary) AI Infrastructure Developer Platform Edge / Serverless Compute MLOps / Model Deployment

Task completion: not yet assessed.

Unrated
38% researched 38%
Voyage Embeddings by Voyage AI
Text and multimodal embedding and reranking models for high-precision search and retrieval in RAG pipelines.
Semantic Search / RAG

Task completion: not yet assessed.

Unrated
38% researched 38%
G2 by G2
Software marketplace for discovering business applications, reading user reviews, and comparing products.
Software discovery and comparison

Task completion: not yet assessed.

Unrated
38% researched 38%
Mindee by Mindee
API platform for extracting structured data from documents such as invoices and receipts.
Document AI & Extraction

Task completion: not yet assessed.

Unrated
38% researched 38%
Convex by Convex
Backend platform providing a reactive database, server functions, and client libraries for application developers.
Backend-as-a-Service (BaaS)

Task completion: not yet assessed.

Unrated
38% researched 38%
Dagster by Prefect
Open-source data pipeline orchestrator for developing and maintaining data assets. Assets are declared as Python functions, with lineage and observability for their execution.

Task completion: not yet assessed.

Unrated
23% researched 23%
Lunch Money by Lunchbag Labs, Inc.
Personal finance software for tracking spending and budgets.
Personal budgeting

Task completion: not yet assessed.

Unrated
38% researched 38%
Airbyte by Airbyte
Airbyte replicates data from hundreds of sources into warehouses, lakes, and databases using connectors, and can move data into operational tools.

Task completion: not yet assessed.

Unrated
23% researched 23%
DeepL API by DeepL
Neural machine translation API for translating text and documents across languages.
Translation & Localization

Task completion: not yet assessed.

Unrated
35% researched 35%
Dropcontact by Dropcontact
Find and verify business email addresses through Dropcontact's contact enrichment API.
Email Finder Email Verification

Task completion: not yet assessed.

Unrated
38% researched 38%
Lakera Guard by Lakera
Runtime security guardrails that protect LLM applications from prompt injection and other threats.
LLM Security & Guardrails

Task completion: not yet assessed.

Unrated
38% researched 38%
Free plan available
Nomic Atlas by Nomic
Platform for generating text embeddings and exploring, structuring, and visualizing large unstructured datasets.
Semantic Search / RAG

Task completion: not yet assessed.

Unrated
35% researched 35%
Free plan available
Together Inference by Together AI
Together AI product, documented at docs.together.ai.
AI Inference / Model Serving

Task completion: not yet assessed.

Unrated
27% researched 27%
Typesense by Typesense
Open-source search engine with typo-tolerant, vector and semantic search through a REST API.
Search

Task completion: not yet assessed.

Unrated
38% researched 38%
AfterShip Tracking by AfterShip
AfterShip Tracking tracks package delivery status across carriers.
Package tracking

Task completion: not yet assessed.

Unrated
38% researched 38%
Azure Speech by Microsoft
Speech service supporting text-to-speech synthesis.
AI Voice / Text-to-Speech (TTS)

Task completion: not yet assessed.

Unrated
23% researched 23%
Free plan available
Azure Translator by Microsoft
Service for translating text and documents.
Translation & Localization

Task completion: not yet assessed.

Unrated
19% researched 19%
Free plan available
Letta by Letta
Build stateful AI agents with persistent memory.
AI Agent Memory

Task completion: not yet assessed.

Unrated
38% researched 38%
Nylas Email API by Nylas
Unified email integration API that connects to any inbox provider, enabling applications and AI agents to read, send, and manage email without maintaining per-provider integrations.
Email/Phone/iMessage for Agents

Task completion: not yet assessed.

Unrated
27% researched 27%
OSV API by Google
Google-led open source vulnerability database and REST API for querying known security vulnerabilities in open source packages. Supports querying by package version or commit hash across more than …
Software Package Intelligence

Task completion: not yet assessed.

Unrated
38% researched 38%
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