Group: Mindconnect Semantic UI

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Core workflow engine: steps, execution, variable scopes, expression resolution

Semantic UI core — model classes and default TypeScript renderer in one module

Shared value objects and base types — pure Java, no framework

What a tool IS and how it gets bound: Tool, ToolFactory, ToolRegistry, ToolAdvisor, ToolEnvironment plus the ServiceLoader-based registry. Extracted so the eight mc-agent-tools-* modules depend on this instead of on the whole ...

Document-aware built-in agent tools — PDF/Word/text parsing via Tika+PDFBox+POI

Web built-in agent tools — HTTP fetch, search, HTML-to-Markdown (future Playwright home)

Agent tools around the vector-store SPI — vector_upsert / vector_search / vector_delete_file (group "knowledge"), embedding inside the tool so workflows and agents only ever handle text. The ingestion pipeline itself is a workflow ...

JSON (de)serialization of workflow definitions

The agent runtime's core: agent and session domain, the ports around it (chat, tools, token counting, memory strategies, repositories) and the use cases — the turn loop, prompt assembly, tool dispatch. Free of storage, HTTP, ...

Lightweight built-in agent tools — filesystem, workspace, bash (no network, no heavy parsers)

Id-addressed file storage (OpenAI-Files-API-style): upload once, reference the id from chats and vector stores. Backend SPI via ServiceLoader — filesystem ships built-in, object storage (s3) or database backends slot in as sibling ...

LLM server — domain, ports, service, LM Studio (OpenAI-compatible) adapter

The LLM gateway's core: chat/streaming types and the ports (LlmChat, LlmGateway, LlmConfigRepository). Light enough to be a compile dependency of anything — the implementation with its HTTP clients lives in mc-llm-gateway.

The message repository's core: conversations, participants and messages as plain domain types, the ports around them (ConversationManager, ConversationRepository, MessageRepository) and the ConversationService use case. No ...

Semantic UI JSON-viewer extension — adds the `json-viewer` node type: a collapsible, syntax-highlighted view of an arbitrary JSON value. Browser-side only (no Handlebars template), so a server-rendered page shows the core's ...

Task queue ports (TaskQueue, TaskStore, TaskWorker) with a local virtual-thread implementation. Payloads are data-only, delivery is at-least-once, cancellation is cooperative — the contract is written for the cluster path (DB ...

Vector store SPI (chunks, similarity search, backends via ServiceLoader) plus the built-in file-persisted in-memory backend with lazy per-store loading and idle eviction. Heavier backends (pgvector, ...) live in sibling modules.

JavaScript (Nashorn) script step support for the workflow engine

Agent runtime adapters — file and in-memory repositories, the local in-process runtime, the Pebble prompt renderer and the tokenizer-backed token counters. The domain and use cases live in mc-agent-runtime-core.

Code execution agent tool — runs snippets in disposable containers via docker or podman