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
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
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
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 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
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
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
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
FR
Catalog evaluation

Website builders

Framer

Framer is a collaborative website builder for designing, publishing, and hosting professional websites. It combines a visual canvas with CMS, localization, SEO, analytics, collaboration, and AI agents that can help design, write, analyze, and organize sites.

CMSHostingSEOLocalizationA/B testing
Review
GA
Catalog evaluation

AI development platforms

Gooey.AI

Gooey.AI is a low-code orchestration platform for creating, testing, and deploying collaborative AI workflows. Teams can combine prompts, knowledge files, code, and evaluations, run models from multiple providers, and deploy agents to web, WhatsApp, voice, SMS, Slack, and Facebook.

Low-code workflowsAI agentsMultilingual supportWhatsAppAPI
Review
MA
Catalog evaluation

AI agents

Magick

Magick is an open-source visual IDE for creating, testing, deploying, and managing AI agents. Its node-based AIDE lets users connect logic, data, events, language models, and integrations into agent workflows that can be deployed through the Magick Engine.

Visual programmingNode-based workflowsLLMsDiscordSlack
Review
ME
Catalog evaluation

Developer tools

MENTOR

MENTOR by Enterprise DNA is a platform of AI tools for generating, debugging, explaining, visualizing, and analyzing code, formulas, and queries. It supports data and development workflows across languages such as DAX, Python, SQL, R, Excel, JavaScript, and Power BI, with agents for research and project work.

Code generationDebuggingData analyticsSQLPower BI
Review
MI
Catalog evaluation

AI agents

MindStudio

MindStudio is a platform for creating and deploying AI-native agents through a visual workflow builder. Users can select from more than 200 models, connect business applications, test agent logic, and deliver agents as web apps, automations, browser extensions, email workflows, APIs, or MCP servers.

Agent WorkflowsWorkflow AutomationNo-CodeModel RoutingAPI Integration
Review
MB
Catalog evaluation

Developer tools

MirageML Bench

MirageML Bench tracks how far coding models can progress toward building a GTA-style game set in San Francisco from clean-room repositories. It presents playable submissions, their model and build information, source repositories, deployment links, and stated provenance for direct inspection.

Coding AgentsBenchmarkingGame DevelopmentOpen Source
Review
OA
Catalog evaluation

Sales automation

Oliv AI

Oliv AI provides specialized agents for revenue teams, including sales development, sales, customer success, enablement, and revenue operations. It captures customer activity from meetings, emails, calls, CRM, and connected SaaS tools to automate tasks such as CRM updates, meeting follow-ups, and forecasting.

CRM automationMeeting intelligenceSales forecastingRevenue intelligenceCustomer success
Review
ON
Catalog evaluation

AI consulting

OnLoop

OnLoop is a boutique AI transformation agency that designs and deploys custom AI products, workflow automations, and conversational agents. Its current offering focuses on embedded delivery teams, product acceleration, and AI strategy consulting rather than its earlier team-management software.

AI strategyCustom AI agentsWorkflow automationProduct development
Review
PI
Catalog evaluation

No-code platforms

Pickaxe

Pickaxe is a no-code platform for creating custom AI agents and deploying them through portals, embeds, links, Slack, WhatsApp, and APIs. Builders can connect actions and knowledge sources, control user access, white-label experiences, and charge for subscriptions, one-time purchases, or usage.

AI agentsAI chatbotsWorkflow automationNo-code developmentAgent monetization
Review
PR
Catalog evaluation

AI development

PromptLayer

PromptLayer is an AI engineering platform for managing prompt versions, evaluating LLM and agent behavior, and tracing production activity. Teams can let domain experts edit prompts visually while engineers connect releases, requests, costs, latency, and quality signals to the relevant prompt versions.

Prompt managementLLM evaluationsAgent observabilityPrompt versioningSDKs
Review
RA
Catalog evaluation

Developer tools

Release.ai

Release.ai is an AI experimentation, development, and deployment platform built on Release. Teams can launch template-based environments for RAG, fine-tuning, training, prompt engineering, image generation, inference, and AI agents, using GPU resources in Release's cloud or private infrastructure.

AI deploymentGPU cloudKubernetesRAGModel training
Review
RI
Catalog evaluation

AI app builders

Riku

Riku is a no-code platform for building AI-powered apps, including chat, form, vision, and image agents. Teams can connect model providers and APIs, add knowledge sources, customize branding, and deploy applications with custom domains and workflow triggers.

AI agentsKnowledge basesCustom domainsWebhooksAPI integration
Review
SI
Catalog evaluation

AI marketplaces

SingularityNET

SingularityNET is a decentralized AI organization and founding member of the Artificial Superintelligence Alliance. Its ecosystem includes AI agent development, GPU cloud infrastructure, an AI-native blockchain, developer tools, a marketplace, and a token used to access services, transact, stake, and participate in governance.

Decentralized AIAI agentsAI marketplaceBlockchain infrastructureFET token
Review
SM
Catalog evaluation

AI consulting

Smarty

Smarty provides businesses with an embedded Chief of AI and a senior delivery team to identify, build, and maintain custom AI systems. The service focuses on workflow automation, autonomous agents, company knowledge systems, and production software that customers own in their own accounts and repositories.

Chief of AIWorkflow automationAutonomous agentsCompany knowledge baseCustom software development
Review
SU
Catalog evaluation

Data labeling

SuperAnnotate

SuperAnnotate is a data platform for creating, curating, annotating, and evaluating multimodal training data. It combines customizable annotation workflows, quality review, managed expert talent, and integrations to support AI model training, fine-tuning, reinforcement learning, RAG evaluation, and agent development.

Multimodal dataRLHFFine-tuningRAG evaluationHuman-in-the-loop
Review
TA
Catalog evaluation

Code assistants

Tabnine

Tabnine is an AI coding platform for organizations that provides code completions, chat, and agentic workflows. It connects to repositories and development systems to deliver context-aware assistance, with deployment options for SaaS, on-premises, and air-gapped environments.

Code completionCoding agentsIDE integrationCLIPrivate deployment
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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