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.

CO
Catalog evaluation

Developer tools

Codex

Codex is OpenAI's software-engineering agent for working across local repositories, cloud tasks, IDE sessions, terminal workflows, and code review. It can inspect code, edit files, run commands and tests, and delegate longer tasks in isolated cloud environments.

Agentic codingCode reviewCloud tasksIDETerminal
Review
CC
Catalog evaluation

Developer tools

Claude Code

Claude Code is Anthropic's coding agent for reading codebases, editing files, running commands, debugging, refactoring, and automating development workflows from a terminal or supported IDE. Team and enterprise controls add centralized settings, permissions, and usage visibility.

Agentic codingCLIIDECode reviewMCP
Review
LO
Catalog evaluation

App builders

Lovable

Lovable turns natural-language instructions into editable full-stack web applications with frontend, backend, database, authentication, integrations, and deployment. It supports rapid prototyping as well as ongoing product development with real code and managed cloud services.

Vibe codingFull-stack appsNatural languageCloud hostingCode export
Review
AP
Catalog evaluation

Spreadsheet tools

AI Prompts

AI Prompts is now an informational site about using AI tools for Excel and Google Sheets. It explains prompt engineering, system instructions, formula generation and debugging, plus using ChatGPT to write VBA, SQL, and Apps Script. It no longer presents an interactive FormulaGenerator.app product.

ExcelGoogle SheetsPrompt engineeringVBASQL
Review
AI
Catalog evaluation

Education tools

Aistote

Aistote is a study app that turns uploaded learning materials into color-coded study notes and AI-generated quizzes. It supports documents, PowerPoint slides, YouTube links, and live audio recordings, then uses active-recall practice and gamified study features to help students review material.

Study notesActive recallSpaced repetitionFlashcardsPDF learning
Review
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
AA
Catalog evaluation

Architecture and design

Archistar AI PreCheck

Archistar AI PreCheck helps local governments automate building-plan checks against zoning, building-code, and planning requirements. It produces visual compliance reports and pass or fail results so applicants can improve submissions and municipalities can reduce manual permit-review work.

Building permitsPlan reviewCode complianceZoningLocal government
Review
AS
Catalog evaluation

Coding assistants

AskCodi

AskCodi provides a desktop AI engineering workflow, multi-model chat, code generation and refactoring tools, plus an OpenAI-compatible API. Its Codi orchestration system can discover projects, assign specialist tasks, run parallel local Git worktrees, and route tasks to supported models.

Code generationCode refactoringMulti-model chatOpenAI-compatible APIGit worktrees
Review
BO
Catalog evaluation

Developer tools

Bottest

Bottest is an open-source, self-hosted platform for testing AI chatbots. Teams record conversations, set response baselines, run test suites, and use evaluations and analytics to check chatbot functionality, performance, consistency, and security.

Chatbot testingQA automationSelf-hostedRegression testingPerformance testing
Review
CA
Catalog evaluation

Business intelligence

Capitol AI

Capitol AI helps organizations turn data, records, and research into governed workflows and auditable outputs. It connects sources, transforms data for AI, orchestrates models with lineage, and supports work across diligence, intelligence, public-sector analysis, research, and content operations.

Data integrationWorkflow governanceAudit trailsPublic sectorDue diligence
Review
CH
Catalog evaluation

Video tools

ChapterMe

ChapterMe uses ChapterGPT to generate timecoded chapters for video and audio content. Customers can add chapters to existing platforms, embed a branded player on their website, and use analytics or A/B testing to understand how audiences engage with their content.

Video chaptersYouTubePodcastingWhite-label embedsVideo analytics
Review
CH
Catalog evaluation

Chatbots

Chattie

Chattie is a no-code service for embedding a ChatGPT chatbot on a website. Users train bots with web pages, uploaded files, or pasted text, customize the chat interface with themes or CSS, and use chat-history analytics and generated topics to understand conversations.

Website chatbotsKnowledge baseNo-codeCSS customizationChat analytics
Review
CH
Catalog evaluation

Customer support software

Chatwith

Chatwith is a no-code chatbot builder for businesses and agencies. Train a chatbot on public websites, documents, videos, and text, then deploy it on a website or messaging channel to answer questions, collect leads, connect to services, and automate customer-facing tasks.

Website chatLead captureWordPressShopifySlack
Review
CL
Catalog evaluation

Workflow automation

Cheat Layer

Cheat Layer provides cloud and desktop agents for creating and running business automations through natural-language instructions and no-code tools. Its prebuilt and custom agents target tasks such as lead generation, sales conversations, content production, marketing experiments, browser automation, and product creation.

Desktop automationBrowser automationLead generationContent marketingVoice agents
Review
CO
Catalog evaluation

Code assistants

CodeConverter

CodeConverter is a web tool for translating source code between programming languages. Users choose a source and target language, submit code for conversion, and can use account features such as conversion history, syntax highlighting, clipboard copying, advanced model selection, and a larger context window on supported plans.

Code translationProgramming languagesSyntax highlightingConversion history
Review
CO
Catalog evaluation

App builders

CodePal

CodePal is an AI app builder that turns a natural-language product brief into a full-stack web application. It plans, generates, previews, and deploys frontend, backend, and database work in one workspace, with visual and code editing, GitHub sync, exports, and custom-domain publishing.

Full-stack developmentNatural languageGitHubCustom domainsCode export
Review
CO
Catalog evaluation

Developer tools

CodeRabbit

CodeRabbit is an AI code-review platform for pull requests, IDEs, and the command line. It analyzes code changes with repository context, provides summaries and review comments, supports configurable review instructions, and offers pre-merge checks, autofixes, test generation, and integrations with development workflows.

Pull request reviewsIDECLIGitHubGitLab
Review
CO
Catalog evaluation

Developer tools

Coderbuds

Coderbuds measures engineering performance from connected development tools and uses AI agents to act on detected bottlenecks. It tracks DORA, SPACE, pull-request, and team-health metrics, then can automate actions such as review follow-ups, PR-size guidance, and deployment-failure analysis.

Engineering metricsDORA metricsSPACE FrameworkGitHubSlack
Review
CO
Catalog evaluation

AI detection

Copyleaks

Copyleaks is a content integrity platform for individuals, schools, and organizations. It detects AI-generated text and images, checks plagiarism, supports source-code verification and text moderation, and offers API, LMS, browser-extension, and Google Docs integrations for embedding detection into existing workflows.

AI text detectionPlagiarism checkingAcademic integritySource code verificationAPI
Review
CU
Catalog evaluation

Code editors

Cursor

Cursor is an AI-powered coding environment for building, editing, reviewing, and maintaining software. Developers can work with codebase-aware agents, autocomplete, inline edits, terminal workflows, cloud agents, and code review features while selecting from supported coding models.

Coding AgentsCode CompletionCode ReviewCommand LineCloud Agents
Review
DD
Catalog evaluation

Code assistants

Devin Desktop

Devin Desktop is the current product reached from codeium.com. It is a desktop IDE and command center for managing local and cloud coding agents, coordinating agent work in shared spaces, reviewing changes, and working across supported models and agents through the Agent Client Protocol.

Coding agentsIDEMulti-agent workflowsCode reviewGit worktrees
Review
FA
Catalog evaluation

Chatbots

FastBots

FastBots is a self-service platform for creating customer-facing chatbots trained on websites, documents, and files. Businesses can deploy bots on websites and messaging channels for support, lead capture, booking workflows, and handoffs to a human team member.

Website chatbotsCustomer supportLead generationWhatsAppZapier
Review
FB
Catalog evaluation

Data analysis

Formula Bot

Formula Bot is an AI data-analysis platform that turns uploaded or connected data into answers, charts, spreadsheets, reports, presentations, and dashboards. It supports data transformation, text analysis, scheduled workflows, and connectors for spreadsheets, databases, analytics services, cloud storage, and data warehouses.

Data visualizationDashboard generationExcelGoogle SheetsData connectors
Review
GN
Catalog evaluation

Predictive analytics

Graphite Note

Graphite Note is a no-code decision intelligence platform for connecting data, building predictive models, and turning results into data stories and prescriptive actions. It supports Sandbox exploration and tailored Enterprise deployments for teams working on marketing, sales, and operational decisions.

No-code machine learningPredictive analyticsCausal modelingData storytelling
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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