Applications › AI Assistant & Chat
AI Assistant & Chat
What 8 leading AI Assistant & Chat apps are built on: the providers each one ships in its code or lists as an integration, grouped by layer and capability, and joined to the catalog.
domain layer 9 capabilities
Hosted LLM Inference 35 providers · AE-110.10.10 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Anthropic | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat, Open WebUI | 89.0 exemplar |
| OpenAI | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat, Open WebUI | 83.0 exemplar |
| Perplexity | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 63.2 strong |
| Google Gemini | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 55.1 strong |
| Amazon Bedrock | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 50.3 developing |
| Vertex AI (Anthropic on Vertex) | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 48.4 developing |
| Mistral AI | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 47.7 developing |
| DeepSeek | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 41.2 developing |
| Fireworks AI | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 37.9 thin |
| Cohere | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 37.5 thin |
| Together AI | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 34.6 thin |
| Groq | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 32.9 thin |
| xAI | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 32.8 thin |
| Hugging Face | observed [1] [2] | LibreChat, LobeChat | 68.1 exemplar |
| Moonshot AI | observed [1] [2] | AnythingLLM, LobeChat | 66.2 strong |
| Cerebras | observed [1] [2] | AnythingLLM, LobeChat | 60.7 strong |
| SambaNova | observed [1] [2] | AnythingLLM, LobeChat | 60.3 strong |
| NVIDIA NIM | observed [1] [2] | AnythingLLM, LobeChat | 59.1 strong |
| Novita AI | observed [1] [2] | AnythingLLM, LobeChat | 51.4 developing |
| Zhipu AI | observed [1] [2] | AnythingLLM, LobeChat | 37.2 thin |
| Ollama | observed [1] [2] | AnythingLLM, LobeChat | 36.3 thin |
| Cloudflare Workers AI | observed [1] | LobeChat | 82.1 exemplar |
| Databricks | observed [1] | LibreChat | 57.1 strong |
| StepFun | observed [1] | LobeChat | 56.0 strong |
| Azure AI Foundry | observed [1] | LobeChat | 44.3 developing |
| Azure OpenAI | observed [1] | AnythingLLM | 43.0 developing |
| AI21 Labs | observed [1] | LobeChat | 41.1 developing |
| MiniMax | observed [1] | LobeChat | 35.0 thin |
| Jina AI | observed [1] | LobeChat | 32.0 thin |
| Qwen | observed [1] | LobeChat | 28.7 thin |
| SiliconFlow | observed [1] | LobeChat | 27.6 thin |
| Anyscale | observed [1] | LibreChat | 21.7 emerging |
| Baidu (ERNIE) | observed [1] | LobeChat | 18.5 emerging |
| Upstage queued for profiling | observed [1] | LobeChat | — |
| Volcengine (ByteDance cloud) queued for profiling | observed [1] | LobeChat | — |
Retrieval-Augmented Generation 16 providers · AE-110.60.30 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Serper | observed [1] [2] [3] | AnythingLLM, LibreChat, Open WebUI | 56.4 strong |
| Google Programmable Search | observed [1] [2] [3] | AnythingLLM, LibreChat, Open WebUI | 51.1 developing |
| Tavily | observed [1] [2] [3] | AnythingLLM, LibreChat, Open WebUI | 46.3 developing |
| Keenable | observed [1] [2] | AnythingLLM, LibreChat | 66.1 strong |
| Exa | observed [1] [2] | AnythingLLM, Open WebUI | 58.4 strong |
| SearchApi | observed [1] [2] | AnythingLLM, Open WebUI | 56.2 strong |
| SerpApi | observed [1] [2] | AnythingLLM, Open WebUI | 31.9 thin |
| Bing Search | observed [1] [2] | AnythingLLM, Open WebUI | 0.0 minimal |
| Perplexity | observed [1] | Open WebUI | 63.2 strong |
| DuckDuckGo | observed [1] | Open WebUI | 39.8 developing |
| Kagi | observed [1] | Open WebUI | 37.8 thin |
| Ollama | observed [1] | Open WebUI | 36.3 thin |
| Jina AI | observed [1] | Open WebUI | 32.0 thin |
| Brave Search | observed [1] | Open WebUI | 31.5 thin |
| Mojeek | observed [1] | Open WebUI | 29.6 thin |
| Linkup queued for profiling | observed [1] | Open WebUI | — |
Vector Search 8 providers · AE-110.60.20 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Pinecone | observed [1] [2] | AnythingLLM, Open WebUI | 60.7 strong |
| Chroma | observed [1] [2] | AnythingLLM, Open WebUI | 57.9 strong |
| Weaviate | observed [1] [2] | AnythingLLM, Open WebUI | 52.4 developing |
| Milvus | observed [1] [2] | AnythingLLM, Open WebUI | 38.7 thin |
| Qdrant | observed [1] [2] | AnythingLLM, Open WebUI | 38.1 thin |
| DataStax Astra DB | observed [1] | AnythingLLM | 54.3 strong |
| LanceDB | observed [1] | AnythingLLM | 41.5 developing |
| Zilliz | observed [1] | AnythingLLM | 30.7 thin |
Model Routing & Gateways 3 providers · AE-110.10.30 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| OpenRouter | observed [1] [2] [3] | AnythingLLM, LibreChat, LobeChat | 53.5 developing |
| ShuttleAI | observed [1] | LibreChat | 20.5 emerging |
| APIpie | observed [1] | LibreChat | 17.5 emerging |
Image Generation 3 providers · AE-110.20.10 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Black Forest Labs (Flux) | observed [1] [2] | LibreChat, LobeChat | 29.0 thin |
| fal | observed [1] | LobeChat | 65.6 strong |
| Replicate | observed [1] | LobeChat | 57.5 strong |
Embeddings 2 providers · AE-110.60.10 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Jina AI | observed [1] | LibreChat | 32.0 thin |
| Voyage AI | observed [1] | AnythingLLM | 23.5 emerging |
Data & Reference Information Services 1 providers · AE-230 · API Evangelist extension
Data & Reference Information Services capability
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| OpenWeather | observed [1] | LibreChat | 60.4 strong |
OCR & Document AI 1 providers · AE-110.40.20 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Azure AI Document Intelligence | observed [1] | Open WebUI | 76.5 exemplar |
Text-to-Speech 1 providers · AE-110.30.20 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| ElevenLabs | observed [1] | AnythingLLM | 82.0 exemplar |
common layer 14 capabilities
Social & Federated Login 5 providers · AE-160.10.30 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| GitHub | observed [1] | LibreChat | 81.8 exemplar |
| Apple | observed [1] | LibreChat | 55.2 strong |
| Discord | observed [1] | LibreChat | 46.4 developing |
| observed [1] | LibreChat | 42.7 developing | |
| Google sign-in | observed [1] | LibreChat | 36.8 thin |
Storage Management 4 providers · BC-600.50.20 · Turbo EA
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Azure Blob Storage | observed [1] [2] | LibreChat, Open WebUI | 55.5 strong |
| Amazon S3 | observed [1] | LibreChat | 70.8 exemplar |
| Google Cloud Storage | observed [1] | Open WebUI | 65.1 strong |
| Firebase | observed [1] | LibreChat | 50.3 developing |
Observability Management 2 providers · BC-4220.20 · Turbo EA
Observability Management capability
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Sentry | observed [1] [2] [3] | ChatGPT, Claude, Le Chat (Mistral) | 80.6 exemplar |
| Firebase (Crashlytics) | observed [1] | Perplexity | 50.3 developing |
Product Usage Analytics 3 providers · BC-4280.30 · Turbo EA
Product Usage Analytics capability
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Segment | observed [1] [2] | ChatGPT, Claude | 43.8 developing |
| PostHog | observed [1] | AnythingLLM | 57.7 strong |
| Firebase Analytics | observed [1] | Perplexity | 50.3 developing |
Internal Communications Management 2 providers · BC-850.10 · Turbo EA
Internal Communications Management capability
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Slack | observed [1] | LobeChat | 73.2 exemplar |
| Discord | observed [1] | LobeChat | 46.4 developing |
Managed Operational Databases 2 providers · AE-915 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Neon | observed [1] | LobeChat | 57.1 strong |
| Upstash | observed [1] | LobeChat | 36.3 thin |
Transactional Email 2 providers · AE-150.10.10 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Resend | observed [1] | LobeChat | 58.9 strong |
| Mailgun | observed [1] | LibreChat | 30.9 thin |
WhatsApp & OTT Messaging 1 providers · AE-150.20.20 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Telegram | observed [1] [2] | AnythingLLM, LobeChat | 38.0 thin |
Cloud Drive & File Sync 1 providers · AE-916 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Microsoft Graph | observed [1] | LibreChat | 61.0 strong |
Edge Functions & Edge Config Stores 1 providers · AE-932 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Vercel | observed [1] | LobeChat | 63.8 strong |
Mobile Attribution & Deep Linking 1 providers · AE-902 · API Evangelist extension
Mobile Attribution & Deep Linking capability
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Singular | observed [1] | Perplexity | 67.4 exemplar |
Payment Processing Management 1 providers · BC-1340.20 · Turbo EA
Payment Processing Management capability
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Stripe | observed [1] | LobeChat | 82.7 exemplar |
Software Construction Management 1 providers · BC-4200.40 · Turbo EA
Software Construction Management capability
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| GitHub | observed [1] | LobeChat | 81.8 exemplar |
agent layer 3 capabilities
Browser & Computer-Use Automation 1 providers · AE-100.10.30 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Firecrawl | observed [1] [2] [3] | AnythingLLM, LibreChat, Open WebUI | 47.9 developing |
Agent Observability 1 providers · AE-100.60.20 · API Evangelist extension
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Langfuse | observed [1] [2] | LibreChat, LobeChat | 34.8 thin |
Agent Tool Exposure 2 providers · AE-100.10 · API Evangelist extension
Agent Tool Exposure capability
| Provider | Evidence | Apps | Kin Score |
|---|---|---|---|
| Zapier | observed [1] | LibreChat | 73.7 exemplar |
| Composio | observed [1] | LobeChat | 61.5 strong |
Reference apps
Open WebUI self-hosted
https://github.com/open-webui/open-webui
- observed ships the Anthropic SDK or integration code source
- observed ships the Azure AI Document Intelligence SDK or integration code source
- observed ships the Azure Blob Storage SDK or integration code source
- observed ships the Bing Search SDK or integration code source
- observed ships the Brave Search SDK or integration code source
- observed ships the Chroma SDK or integration code source
- observed ships the DuckDuckGo SDK or integration code source
- observed ships the Exa SDK or integration code source
- observed ships the Firecrawl SDK or integration code source
- observed ships the Google Cloud Storage SDK or integration code source
- observed ships the Google Programmable Search SDK or integration code source
- observed ships the Jina AI SDK or integration code source
- observed ships the Kagi SDK or integration code source
- observed ships the Linkup SDK or integration code source
- observed ships the Milvus SDK or integration code source
- observed ships the Mojeek SDK or integration code source
- observed ships the Ollama SDK or integration code source
- observed ships the OpenAI SDK or integration code source
- observed ships the Perplexity SDK or integration code source
- observed ships the Pinecone SDK or integration code source
- observed ships the Qdrant SDK or integration code source
- observed ships the SearchApi SDK or integration code source
- observed ships the SerpApi SDK or integration code source
- observed ships the Serper SDK or integration code source
- observed ships the Tavily SDK or integration code source
- observed ships the Weaviate SDK or integration code source
Read from: dependency manifest, source code, source code
LibreChat self-hosted
https://github.com/danny-avila/LibreChat
- observed ships the Amazon Bedrock SDK or integration code source
- observed ships the Amazon S3 SDK or integration code source
- observed ships the Anthropic SDK or integration code source
- observed ships the Anyscale SDK or integration code source
- observed ships the APIpie SDK or integration code source
- observed ships the Apple SDK or integration code source
- observed ships the Azure Blob Storage SDK or integration code source
- observed ships the Black Forest Labs (Flux) SDK or integration code source
- observed ships the Cohere SDK or integration code source
- observed ships the Databricks SDK or integration code source
- observed ships the DeepSeek SDK or integration code source
- observed ships the Discord SDK or integration code source
- observed ships the Facebook SDK or integration code source
- observed ships the Firebase SDK or integration code source
- observed ships the Firecrawl SDK or integration code source
- observed ships the Fireworks AI SDK or integration code source
- observed ships the GitHub SDK or integration code source
- observed ships the Google Custom Search SDK or integration code source
- observed ships the Google Gemini SDK or integration code source
- observed ships the Google sign-in SDK or integration code source
- observed ships the Groq SDK or integration code source
- observed ships the Hugging Face SDK or integration code source
- observed ships the Jina AI SDK or integration code source
- observed ships the Keenable SDK or integration code source
- observed ships the Langfuse SDK or integration code source
- observed ships the Mailgun SDK or integration code source
- observed ships the Microsoft Graph SDK or integration code source
- observed ships the Mistral AI SDK or integration code source
- observed ships the OpenAI SDK or integration code source
- observed ships the OpenRouter SDK or integration code source
- observed ships the OpenWeather SDK or integration code source
- observed ships the Perplexity SDK or integration code source
- observed ships the Serper SDK or integration code source
- observed ships the ShuttleAI SDK or integration code source
- observed ships the Tavily SDK or integration code source
- observed ships the Together AI SDK or integration code source
- observed ships the Vertex AI (Anthropic on Vertex) SDK or integration code source
- observed ships the xAI SDK or integration code source
- observed ships the Zapier SDK or integration code source
Read from: dependency manifest, source code
LobeChat open-source-saas
https://github.com/lobehub/lobe-chat
- observed ships the AI21 Labs SDK or integration code source
- observed ships the Amazon Bedrock SDK or integration code source
- observed ships the Anthropic SDK or integration code source
- observed ships the Azure AI Foundry SDK or integration code source
- observed ships the Baidu (ERNIE) SDK or integration code source
- observed ships the Black Forest Labs SDK or integration code source
- observed ships the Cerebras SDK or integration code source
- observed ships the Cloudflare Workers AI SDK or integration code source
- observed ships the Cohere SDK or integration code source
- observed ships the Composio SDK or integration code source
- observed ships the DeepSeek SDK or integration code source
- observed ships the Discord SDK or integration code source
- observed ships the fal SDK or integration code source
- observed ships the Fireworks AI SDK or integration code source
- observed ships the GitHub SDK or integration code source
- observed ships the Google Gemini SDK or integration code source
- observed ships the Groq SDK or integration code source
- observed ships the Hugging Face SDK or integration code source
- observed ships the Jina AI SDK or integration code source
- observed ships the Langfuse SDK or integration code source
- observed ships the MiniMax SDK or integration code source
- observed ships the Mistral AI SDK or integration code source
- observed ships the Moonshot AI SDK or integration code source
- observed ships the Neon SDK or integration code source
- observed ships the Novita AI SDK or integration code source
- observed ships the NVIDIA NIM SDK or integration code source
- observed ships the Ollama SDK or integration code source
- observed ships the OpenAI SDK or integration code source
- observed ships the OpenRouter SDK or integration code source
- observed ships the Perplexity SDK or integration code source
- observed ships the Qwen SDK or integration code source
- observed ships the Replicate SDK or integration code source
- observed ships the Resend SDK or integration code source
- observed ships the SambaNova SDK or integration code source
- observed ships the SiliconFlow SDK or integration code source
- observed ships the Slack SDK or integration code source
- observed ships the StepFun SDK or integration code source
- observed ships the Stripe SDK or integration code source
- observed ships the Svix SDK or integration code source
- observed ships the Telegram SDK or integration code source
- observed ships the Together AI SDK or integration code source
- observed ships the Upstage SDK or integration code source
- observed ships the Upstash SDK or integration code source
- observed ships the Vercel SDK or integration code source
- observed ships the Vertex AI SDK or integration code source
- observed ships the Volcengine (ByteDance cloud) SDK or integration code source
- observed ships the xAI SDK or integration code source
- observed ships the Zhipu AI SDK or integration code source
Read from: dependency manifest, source code
AnythingLLM self-hosted
https://github.com/Mintplex-Labs/anything-llm
- observed ships the Amazon Bedrock SDK or integration code source
- observed ships the Anthropic SDK or integration code source
- observed ships the Azure OpenAI SDK or integration code source
- observed ships the Bing Search SDK or integration code source
- observed ships the Cerebras SDK or integration code source
- observed ships the Chroma SDK or integration code source
- observed ships the Cohere SDK or integration code source
- observed ships the DataStax Astra DB SDK or integration code source
- observed ships the DeepSeek SDK or integration code source
- observed ships the ElevenLabs SDK or integration code source
- observed ships the Exa SDK or integration code source
- observed ships the Firecrawl SDK or integration code source
- observed ships the Fireworks AI SDK or integration code source
- observed ships the Google Gemini SDK or integration code source
- observed ships the Google Programmable Search SDK or integration code source
- observed ships the Groq SDK or integration code source
- observed ships the Keenable SDK or integration code source
- observed ships the LanceDB SDK or integration code source
- observed ships the Milvus SDK or integration code source
- observed ships the Mistral AI SDK or integration code source
- observed ships the Moonshot AI SDK or integration code source
- observed ships the Novita AI SDK or integration code source
- observed ships the NVIDIA NIM SDK or integration code source
- observed ships the Ollama SDK or integration code source
- observed ships the OpenAI SDK or integration code source
- observed ships the OpenRouter SDK or integration code source
- observed ships the Perplexity SDK or integration code source
- observed ships the Pinecone SDK or integration code source
- observed ships the PostHog SDK or integration code source
- observed ships the Qdrant SDK or integration code source
- observed ships the SambaNova SDK or integration code source
- observed ships the SearchApi SDK or integration code source
- observed ships the SerpApi SDK or integration code source
- observed ships the Serper SDK or integration code source
- observed ships the Tavily SDK or integration code source
- observed ships the Telegram SDK or integration code source
- observed ships the Together AI SDK or integration code source
- observed ships the Vertex AI SDK or integration code source
- observed ships the Voyage AI SDK or integration code source
- observed ships the Weaviate SDK or integration code source
- observed ships the xAI SDK or integration code source
- observed ships the Zhipu AI (Z.ai) SDK or integration code source
- observed ships the Zilliz SDK or integration code source
Read from: dependency manifest, source code
ChatGPT commercial
- observed ships the Segment SDK or integration code source
- observed ships the Sentry SDK or integration code source
Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org)
Claude commercial
- observed ships the Segment SDK or integration code source
- observed ships the Sentry SDK or integration code source
Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org)
Perplexity commercial
- observed ships the Firebase (Crashlytics) SDK or integration code source
- observed ships the Firebase Analytics SDK or integration code source
- observed ships the Singular SDK or integration code source
Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org)
Le Chat (Mistral) commercial
- observed ships the Sentry SDK or integration code source
Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org)
What these apps expose to agents
- Open WebUI: MCP client: mcp Python SDK in core dependencies; connects to external MCP tool servers observed source
- LibreChat: MCP client (@modelcontextprotocol/sdk) plus its own agents runtime (@librechat/agents) observed source
- LobeChat: MCP client (@modelcontextprotocol/sdk), a skill/plugin market SDK, cloud sandbox and Claude Code tools observed source
- AnythingLLM: MCP client (@modelcontextprotocol/sdk) with agent skills and web-search tools observed source
Where these apps are listed
- apple-app-store: Productivity
- apple-app-store: Utilities
- google-play: Productivity
- google-play: Tools
- awesome-selfhosted: Generative Artificial Intelligence (GenAI)
- slack-marketplace: Productivity
- zapier: AI Tools
See also the shared layer under every category.