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

AI infrastructure

Cohere

Cohere provides enterprise AI products including generative models, retrieval models, speech-to-text, and the North AI workplace. Organizations can deploy models in a virtual private cloud, on premises, or through Cohere's managed Model Vault, with options for customization using proprietary data.

LLM APIPrivate deploymentAI agentsSemantic searchSpeech-to-text
Review
EA
Catalog evaluation

Developer tools

Eden AI

Eden AI is an AI gateway that unifies access to LLMs and specialized models for speech, vision, OCR, translation, and more. Developers can compare providers, route requests, monitor cost and performance, and configure fallbacks through one API.

AI gatewayModel routingLLMsOCRFallback
Review
FI
Catalog evaluation

AI agents

FINIITE

FINIITE is a no-code platform for building AI agents that work with business data and deploy into workflows or websites. Teams can select supported LLMs, connect files or websites as knowledge sources, and use agents for customer inquiries, lead collection, recommendations, and handoff to people.

No-codeKnowledge baseWebsite chatbotsLead qualificationLLM integrations
Review
FL
Catalog evaluation

AI chatbots

FlowGPT

FlowGPT is a community platform for discovering, creating, and using AI characters and prompts. Users can browse prompt categories, start chats with characters, and explore multiple language models without setting up their own API infrastructure.

AI chatPrompt libraryCharacter roleplayMultiple LLMs
Review
HE
Catalog evaluation

Developer tools

Helicone

Helicone provides an AI gateway and observability platform for teams building LLM applications. Developers can route requests across providers, track usage and costs, debug sessions, manage prompts and datasets, and configure reliability features such as caching, rate limits, and automatic fallbacks.

LLM ObservabilityAI GatewayCost TrackingPrompt ManagementModel Routing
Review
IA
Catalog evaluation

AI agents

Invicta AI

Invicta AI is a no-code platform for building AI agents and agent teams that automate multi-step workflows. Users can configure agents with knowledge bases, instructions, tools, triggers, and selected LLMs, then connect external services for work such as customer support, scheduling, web analysis, and operations.

Multi-agent workflowsNo-code automationHuman-in-the-loopAPI accessKnowledge bases
Review
IA
Catalog evaluation

Developer tools

Inworld AI

Inworld AI is a developer platform for live voice and conversational AI applications. Its APIs provide text-to-speech, speech-to-text, speech-to-speech, and LLM routing, with custom voices, voice design, tool calling, and a multi-provider interface for real-time conversational experiences.

Real-time voice AIText to speechSpeech to textLLM routingAPIs
Review
JA
Catalog evaluation

AI governance

Jaxon

Jaxon is an AI verification layer for organizations using LLMs in regulated or high-stakes workflows. It converts policy requirements into structured logic, evaluates model outputs against those rules, and returns auditable outcomes for deployment through APIs or custom solutions.

LLM guardrailsPolicy automationFormal verificationComplianceAPI integration
Review
JA
Catalog evaluation

Search tools

Jina AI

Jina AI provides APIs and models for building search and retrieval systems. Developers can convert web pages to LLM-ready Markdown, generate multilingual multimodal embeddings, and rerank documents to improve relevance in enterprise search and RAG applications.

Web content extractionEmbeddingsRerankingRAGMCP
Review
KA
Catalog evaluation

Developer tools

KIE.ai

KIE.ai provides a unified API for video, image, audio, and language models from multiple providers. Developers can test models in a playground, use consistent request flows and webhooks, manage usage through credits, and access model-specific integration documentation.

Model APIsImage generationVideo generationAudio generationLarge language models
Review
LA
Catalog evaluation

Hackathons

lablab.ai

lablab.ai runs AI hackathons where participants can build projects individually or with teams, use sponsor technologies, and submit work for judging. Its platform provides event enrollment, team participation, mentorship, submission guidance, and community resources.

AI hackathonsDeveloper communityTeam formationMentorshipAI APIs
Review
MA
Catalog evaluation

Developer tools

Martian

Martian is an AI research lab that makes selected tools available to developers. Its Gateway provides a single API for more than 200 models with OpenAI and Anthropic API compatibility, while its ARES and K-Steering projects support agent evaluation and inference-time behavior control.

LLM routingAPIMulti-model accessOpenAI compatibilityAgent evaluation
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
SO
Catalog evaluation

Workflow automation

Sola

Sola is an agentic process automation platform for enterprises that automates data entry, scraping, document processing, and data transformation. It combines LLMs, computer vision, visual workflow tools, and UI-level bots to build, run, monitor, and adapt processes across browser and desktop applications.

Agentic automationData entryComputer visionDocument processingBusiness workflows
Review
TS
Catalog evaluation

Research assistants

Three Sigma

Three Sigma is a document research platform and developer API for searching content, asking questions, and tracing answers to their source material. Users can query folders of documents, while developers can ingest files, generate embeddings, and add searchable document context to LLM applications.

Document searchDocument Q&ASource tracingRAG API
Review
TY
Catalog evaluation

AI chatbots

TypingMind

TypingMind is a web interface for using AI models through your own API keys. It combines chats with models such as ChatGPT, Claude, and Gemini with agents, prompt libraries, plugins, MCP servers, projects, and document-backed knowledge bases.

Multi-model chatBring your own API keyKnowledge basesMCPLocal data storage
Review
AG
Discontinued record

AI agent builders

AgentRunner

AgentRunner is a beta platform for creating, testing, versioning, and deploying automation agents through a visual node editor. Teams can connect AI providers and other applications through APIs, organize agents into projects, and use run logs to inspect workflow behavior.

Visual workflowsLLM integrationAPI deploymentVersion controlRun logs
Review
AN
Discontinued record

Machine learning

Anote

Anote is a human-centered AI platform for creating labeled datasets, improving domain-specific models, and evaluating AI systems. It combines annotation workflows and human feedback with fine-tuning, benchmarks, synthetic data, and developer tools for teams building reliable AI applications.

Data annotationLLM evaluationFine-tuningHuman feedbackSynthetic data
Review
GR
Discontinued record

Machine learning platforms

Gradient

Gradient is no longer available from gradient.ai, which now redirects to another product. Its remaining documentation describes a developer platform for fine-tuning open-source language models and generating completions through a web API.

LLM fine-tuningInference APIOpen-source models
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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