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.

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
AI
Catalog evaluation

Data labeling

AIMMO

AIMMO provides enterprise services and software for collecting, curating, labeling, synthesizing, and evaluating AI training data. Its AIMMO Enterprise platform supports collaborative management of unstructured image, LiDAR, video, and text data, while AIMMO Core provides tailored data and Vision AI solutions.

Data CurationSynthetic DataAutonomous DrivingLiDAR AnnotationMLOps
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
B1
Catalog evaluation

Website builders

B12

B12 is an AI website builder for creating custom websites, stores, and web apps from a description. It provides conversational and visual editing, with paid plans adding custom domains, backends, commerce, integrations, analytics, and client-engagement tools for managing contacts and payments.

AI website builderNo-code developmentWeb appsEcommerceClient management
Review
BI
Catalog evaluation

Career development

Bange.io

Bange.io is a career workspace for job seekers that combines resume building, ATS score checking, application-document writing, job search, outreach tools, and mock interviews. It offers a free plan with daily usage caps and a Pro plan for expanded access to its AI-powered career tools.

Resume optimizationATS scoringCover lettersMock interviewsJob search
Review
CA
Catalog evaluation

Enterprise AI platforms

C3 AI

C3 AI provides enterprise software for developing, deploying, and operating AI at scale. Its product portfolio includes an agentic AI platform, application development tools, generative AI grounded in proprietary data, and production-ready applications for operational use cases across major industries.

Data IntegrationAgentic AIGenerative AIPredictive MaintenanceProduction Optimization
Review
CA
Catalog evaluation

Career development

Careered.ai

Careered.ai provides free AI tools for job applications, including a cover letter generator and an interview thank-you letter generator. It also publishes cover letter examples and articles that help job seekers tailor their written applications.

Cover lettersJob applicationsInterview follow-upCareer advice
Review
CH
Catalog evaluation

Web3 tools

ChainGPT

ChainGPT provides a Web3-focused AI Hub with a crypto chatbot, smart contract generation and auditing, NFT creation, trading assistance, news tools, and developer APIs. It is designed for crypto users, developers, and businesses that need blockchain-specific AI capabilities.

Web3Crypto researchSmart contractsSmart contract auditingNFT generation
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

Developer tools

CodeSquire

CodeSquire is an AI code-writing assistant for data scientists, engineers, and analysts. It provides code completions and suggestions, turns comments into code, generates SQL queries, explains existing functions, and helps users build more complex logic in supported notebook and development environments.

Code completionSQL generationGoogle ColabJupyterLabBigQuery
Review
CO
Catalog evaluation

Game development

Cohezion

Cohezion helps game studios and publishers turn community conversations into structured bug reports, actionable feedback, and community insights. It connects Discord with project-management workflows so teams can collect details, review summaries, prioritize issues, and keep players updated.

Bug reportingPlayer feedbackCommunity analyticsDiscordJira
Review
CO
Catalog evaluation

Game development

Convai

Convai provides tools and APIs for creating interactive AI characters for games, virtual worlds, training simulations, and other immersive experiences. Teams can define character behavior and knowledge, test voice or text interactions, then deploy avatars through no-code experiences, SDKs, plugins, or APIs.

AI charactersUnityUnreal EngineVirtual realityAvatar creation
Review
CO
Catalog evaluation

AI coding assistants

Cosine

Cosine is an AI coding agent for software engineering tasks, from quick fixes to complex migrations. It works through a CLI, cloud workspace, and desktop interface, with support for MCP tools, multi-agent orchestration, and deployment options ranging from public cloud to fully air-gapped environments.

Coding AgentsCLICloud DevelopmentMCPOn-Premises Deployment
Review
CA
Catalog evaluation

Career tools

CoverLetterSimple.ai

CoverLetterSimple.ai creates personalized, job-specific cover letters. Users enter a job title and job description, then review an AI-generated letter designed to communicate relevant skills and accomplishments for the role.

Cover lettersJob applicationsJob descriptionsCareer development
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
DA
Catalog evaluation

Marketing

Daydrm.ai

Daydrm.ai is a creative ideation platform for advertising strategists, creatives, and directors. Its generators turn briefs into strategic briefs, campaign concepts, brand-film ideas, scripts, and other advertising formats, while its chat interface supports iterative idea development.

Creative ideationBrand strategyAdvertising conceptsScriptwriting
Review
DE
Catalog evaluation

AI development platforms

deepset

deepset provides the Haystack Enterprise Platform and the open-source Haystack framework for building AI agents and retrieval-augmented generation applications. It supports configurable models, data pipelines, deployment choices, testing, monitoring, and governance for production environments.

HaystackAgent orchestrationRAGSelf-hosted deploymentAI governance
Review
EL
Catalog evaluation

Video generators

Elai

Elai is a browser-based video generator for creating training, educational, sales, and explainer videos with digital presenters. Teams can start from text, a URL, or a PowerPoint file, then customize the video with avatars, voices, templates, translations, and interactive elements.

AI avatarsText to videoVideo localizationPPTX to videoVideo API
Review
EL
Catalog evaluation

Developer tools

Elessar

Elessar connects GitHub pull requests, Slack, Notion, Linear, and email to give engineering teams shared visibility into work. It generates pull request changelogs, documentation, summaries, daily digests, and linked issue context for engineers and managers.

Pull request changelogsEngineering documentationSlackNotionLinear
Review
FA
Catalog evaluation

AI agents

Fetch.ai

Fetch.ai provides a personal AI experience for planning and everyday tasks, alongside tools for building, connecting, and discovering agents. Its platform includes Agentverse for agent discovery and hosting, plus developer resources for creating compatible multi-agent systems.

Personal AIAgent marketplaceMulti-agent systemsAgent developmentBrand agents
Review
GO
Catalog evaluation

Development agencies

Goodspeed

Goodspeed is an AI development agency that plans, designs, builds, and deploys custom AI products, web apps, SaaS tools, internal automations, and marketing sites. Its team uses a discovery sprint to scope work, then provides development, deployment, and post-launch support.

AI productsSaaS developmentNo-code developmentDiscovery sprintsPost-launch support
Review
HU
Catalog evaluation

AI development tools

Humanloop

Humanloop was acquired by Anthropic, and its platform was sunset on September 8, 2025. Before the sunset, it provided enterprise tooling for LLM evaluation, prompt management, and production observability, helping technical and non-technical teams collaborate on AI product development.

Prompt managementLLM evaluationsObservabilityModel monitoringDeveloper SDKs
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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