Catalog

All products

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

376 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

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%
BugSnag by SmartBear
Error monitoring and application performance monitoring for software teams.
Error Monitoring

Task completion: not yet assessed.

Unrated
38% researched 38%
E2B Sandbox by E2B
Cloud-based code interpreter sandboxes for AI agents. Run AI-generated code safely in isolated environments with JavaScript/TypeScript and Python SDK support.
AI Developer Tooling AI Infrastructure
  • Finishes end to endBuild AI agents (SDK)
Unrated
31% researched 31%
Free plan available
Gladia Speech-to-Text API by Gladia
Speech-to-text API for recordings and live audio with diarization, translation, and audio intelligence features.
Speech-to-Text

Task completion: not yet assessed.

Unrated
35% researched 35%
Jina AI Search Foundation by Jina AI
Jina AI Search Foundation is a suite of search and retrieval APIs for building RAG and search applications.
Enterprise AI / RAG

Task completion: not yet assessed.

Unrated
35% researched 35%
People Data Labs by People Data Labs
Person and company data APIs that enrich records by matching identifying inputs against professional profiles.
B2B Contact Data / Enrichment API
  • Finishes, delegation unknownEnrich B2B contact records (API)
Unrated
35% researched 35%
Unstructured by Unstructured
ETL platform that converts documents and files into structured data for LLM and RAG pipelines.
Document AI & Extraction

Task completion: not yet assessed.

Unrated
38% researched 38%
Confluence by Atlassian
Workspace for team documentation and knowledge sharing.
Knowledge Management

Task completion: not yet assessed.

Unrated
38% researched 38%
Customer.io by Customer.io
Hosted platform for data-driven email and messaging workflows.
Marketing Email

Task completion: not yet assessed.

Unrated
38% researched 38%
GitLab by GitLab
Platform for Git repositories, merge requests and software delivery.
Code Hosting / Version Control

Task completion: not yet assessed.

Unrated
31% researched 31%
Free plan available
Retool by Retool
Low-code platform for building internal business apps, admin panels, and workflows over databases and APIs.
Developer Tools

Task completion: not yet assessed.

Unrated
38% researched 38%
Free plan available
Vonage SMS API by Vonage
API for sending SMS text messages to users worldwide.
Messaging and Chat

Task completion: not yet assessed.

Unrated
38% researched 38%
Xero by Xero
Online accounting software for small businesses to create and send invoices, reconcile bank transactions, and review financial reports.
Accounting Software
  • Finishes, delegation limitedCreate and send invoices (API), Review business financial reports (API)
Unrated
35% researched 35%
anc by Brett Davies
CLI linter for the agent-native CLI proposal, with a companion website audit service and an MCP interface.
Agent Readiness Tools Developer Tools

Task completion: not yet assessed.

Unrated
38% researched 38%
MCP Inspector by Model Context Protocol
The official interactive developer tool for testing and debugging MCP servers: call tools, read resources, run prompts, and watch raw protocol traffic, with Web, CLI, and TUI interfaces.
Developer Infrastructure Developer Tools

Task completion: not yet assessed.

Unrated
38% researched 38%
Azure Language in Foundry Tools by Microsoft
Azure Language in Foundry Tools provides named entity recognition and sentiment analysis. Microsoft classifies sentiment analysis as a legacy capability supported for existing implementations.
Text Analytics / NLP API

Task completion: not yet assessed.

Unrated
38% researched 38%
Bitbucket by Atlassian
Git repository hosting with pull requests and code review.
Code Hosting / Version Control

Task completion: not yet assessed.

Unrated
38% researched 38%
Free plan available
GroqCloud by Groq
Groq product, documented at console.groq.com/docs.
AI Inference / Model Serving

Task completion: not yet assessed.

Unrated
38% researched 38%
Hasura GraphQL Engine by Hasura
A GraphQL engine for instant realtime GraphQL APIs on data with fine grained access control.

Task completion: not yet assessed.

Unrated
35% researched 35%
Free plan available
Knock by Knock
Hosted notifications-infrastructure API for sending cross-channel product notifications.
Messaging and Chat

Task completion: not yet assessed.

Unrated
38% researched 38%
Free plan available
Snyk Agent Scan by Snyk
An open-source security scanner for AI agents, MCP servers, and agent skills that auto-discovers local agent configs, connects to MCP servers to fetch tool descriptions, and scans for …
Developer Tools LLM Security & Guardrails

Task completion: not yet assessed.

Unrated
38% researched 38%
Winston AI Fact Checker by Winston AI
Winston AI Fact Checker identifies factual statements in text, checks them against sources, and returns reports with explanations and source links. It flags inaccuracies and AI hallucinations and …
Fact Checking

Task completion: not yet assessed.

Unrated
38% researched 38%
Zyte API by Zyte
Unified extraction API with automatic ban handling and browser rendering, priced by site difficulty and billed only on success.
Web Data for Agents

Task completion: not yet assessed.

Unrated
38% researched 38%
Akeyless by Akeyless
Identity security platform with secrets management for credentials, certificates, and keys.
Secrets Management

Task completion: not yet assessed.

Unrated
38% researched 38%