Anthropic Messages API provider adapter with streaming, tool use, and extended thinking; also handles DeepSeek's Anthropic-compatible API.

OpenAI-compatible chat completions provider adapter (OpenAI and any compatible endpoint) with streaming and tool calls.

ChatJimmy provider adapter — a very fast hosted llama endpoint, handy for odd-ball / latency tests.

Google Gemini provider adapter. Native generateContent adapter by default; falls back to the OpenAI-compatible adapter when the endpoint path targets Gemini's OpenAI-compatible surface. Both round-trip Gemini 3 thought signatures and gracefully elide sign

Mock LLM provider for customer services scenarios. Always helpful, never useful.

matbot core runtime: agentic loop, hook dispatch, plugin loader, config, security, and knowledge. Exposes ./providers-base and ./storage-base for plugin authors.

Built-in `plugin` and `provider` tools for managing plugins and LLM providers at runtime — install, remove, reload, and discover.

matbot CLI: interactive REPL and single-turn runner for the matbot AI harness, with hot-loadable plugins.

Self-contained, browser-only matbot: assembles the platform-neutral core and browser plugins into a single matbot.html that runs entirely client-side (file:// or any static host).

TEST/reference: a plugin that contributes LLM provider profiles from its own store and reverts them on unload — a node stand-in for a storage backend (e.g. google-drive) syncing providers, used to exercise the ProviderRegistry contribution + revert path.

matbot plugin API: the singleton contract every matbot plugin builds against — MatbotPlugin, the service registry, hooks, principal carrier, and shared types.

Cross-platform MCP client: connect to remote MCP servers over HTTP/SSE and register their tools. Runs in the browser and Node (fetch only, no child processes).

Telegram bot frontend

AWS credential provider for containers and HTTP sources

Session-management tools: list, get, rename, and hide conversation sessions.

AWS credential provider that sources credentials from a Node.JS environment.

Define named stores and expose generated CRUD tools over them via store_action. Cross-runtime (node + browser).

Replaces the bash tool with a persistent Docker container (exec-based). Project root is read-only at /app; .data is read-write.

AWS credential provider that sources credentials from ~/.aws/credentials and ~/.aws/config

Run bash scripts in the session workspace.