AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

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2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

AS
Catalog evaluation

Developer tools

Akinciborg Security

sourceai.dev now redirects to Akinciborg Security, a penetration-testing service based in Metz, France. The current business assesses web applications, APIs, frontend and backend systems, and source code, then provides technical reports and remediation guidance for identified vulnerabilities.

Penetration testingAPI securitySecurity auditsCode reviewOWASP Top 10
Review
BB
Catalog evaluation

Developer tools

Bot Butcher

Bot Butcher is an API for identifying spam submitted through website contact forms. It uses a fine-tuned large language model to classify messages in the context of a site's domain, returning a JSON response that applications can use to route or reject submissions.

Spam detectionContact formsAPILarge language modelsPrivacy controls
Review
EA
Catalog evaluation

Email management

EmailTree.ai

EmailTree.ai is an enterprise email operating system for managing shared communications and automating email work. It classifies and prioritizes messages, suggests contextual replies, routes requests into workflows, and supports collaboration, security controls, and Gmail and Outlook integrations.

Shared inboxEmail classificationSmart repliesWorkflow automationGmail
Review
GR
Catalog evaluation

Fraud prevention

Greip

Greip provides fraud prevention APIs and a monitoring dashboard for websites and apps. Its services cover payment-risk analysis, IP and network intelligence, VPN and proxy detection, user data scoring, card and IBAN verification, and profanity detection.

Payment fraud detectionIP intelligenceVPN and proxy detectionContent moderationREST API
Review
MA
Catalog evaluation

Developer tools

Mails.ai

Mails.ai provides programmatic email infrastructure for AI agents. Developers can give agents email addresses, send messages, receive structured reply events, scan inbound mail for prompt injection, and use REST, TypeScript, or MCP integrations to build agent email workflows.

Email infrastructureAgent workflowsMCPWebhooksPrompt injection detection
Review
RA
Catalog evaluation

Deepfake detection

Resemble AI

Resemble AI is a generative AI security platform that detects synthetic audio, image, and video, adds persistent watermarks, and supports biometric voice verification. Enterprises can deploy its API in the cloud, on-premises, or in air-gapped environments for investigation, compliance, and media protection workflows.

Deepfake detectionContent watermarkingVoice securityMedia forensicsOn-premises deployment
Review
SS
Discontinued record

Cybersecurity

SaaS Security

Palo Alto Networks SaaS Security is an integrated cloud access security broker that evolved from Gamma.AI technology. It helps security teams discover SaaS applications, inspect sensitive data, manage security posture, and detect threats across sanctioned and unsanctioned SaaS environments.

SaaS securityCloud access security brokerData classificationSecurity posture managementThreat detection
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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