/ tools
16 libraries.
One install away.
Contextifier
Extract and chunk 80+ document formats. Tables, code blocks, and structure preserved for retrieval.
Doc2Chunk
Split documents into context-aware chunks with configurable size and overlap.
f2a
Point at any file, get full statistics and an interactive HTML report. 24+ formats.
Synaptic Memory
Auto-ontology, Hebbian learning, four-stage memory consolidation for long-running agents.
Document Adapter
A unified editing adapter (with MCP server) that lets an LLM open, modify, and write Office and HWPX documents in place.
Knowtology
Build navigable knowledge maps for LLM agents — four-tool exploration, snippet retrieval, and structured recall.
OmniFuse
Backend-agnostic GraphRAG that fuses vector and graph retrieval in a single pass. Zero core deps, pluggable stores.
Toolint
Lint MCP-compatible, zero-dependency Python agent tools — as a library, a CLI, or an MCP server.
XGEN Harness
The XGEN harness engine — a config-driven, 10-stage pipeline that owns validation, retry, and termination around any model.
playwLeft
A browser automation library built for agents — fast, scriptable control of real browser sessions.
XGen SDK
A curated Python toolkit of reusable backend building blocks — DB pooling, config, storage, ABAC auth, quota, and a LangChain-free agent harness — consolidated into one canonical package.
XGen Agent Memory
A lightweight memory engine fusing semantic search, BM25 keyword search, and typed-edge graph traversal with an online-learned ranker — all in a single SQLite file.
XGen Agent Runtime
A manifest-driven agent pipeline with a dual-abstraction architecture (stage x strategy slots), five LLM providers, and native MCP support — every step observable and swappable.
AN-Web
Executes the web as an actionable state machine instead of rendering pixels for human eyes — every page becomes a structured semantic graph agents can reason over and act upon.
Edit2Docs
An AI-agent-native document engine that produces natively editable DOCX, XLSX, and PPTX files from a one-line intent, and chat-edits existing ones — real paragraphs, cells, and charts.
/ Runtime
Runtime
The XGEN engine exports code and runs anywhere. Not a server locked to a platform, but a standalone MCP server you can modify, run, and connect on top of standard ecosystems (PyPI, npm).
MCP Apps — not a wrapper, a compiler
Most platforms keep the engine running inside and wrap only its surface in MCP. XGEN uses the SDK to compile the workflow and the security policy themselves into standard process code, exported as a standalone MCP server package — build once, run anywhere.
The engine stays inside the platform
MCP WRAPPER
Platform Engine (always-on)
Workflow JSON
Stored inside the platform DB
Output
Platform-bound MCP server
Node · Python
The engine runs always-on inside, with MCP wrapped around the outside
Execution logic becomes an independent asset
XGEN SDK
Workflow
compiled in
Tool
compiled in
Output
Standalone MCP server package
Node · Python
The SDK compiles the workflow and the security policy themselves into standard process code and exports them
Runtime SDK — the whole engine behind one SDK API
Compose RAG, workflow, session, and LLMOps in standard Python or Node code. Workflows and policies become assets, packaged into something you can deploy.
XGEN engine
RAG, workflow, and LLMOps behind a single SDK API
- RAGKnowledge retrieval
- WorkflowWorkflow engine
- SessionSession management
- LLMOpsOperations and monitoring
SDK export
Compose the two SDKs in standard Python or Node code
- Standard codeSDK composition
- Workflow and policyTurned into assets
- Deployment packageRunnable package built
Standalone MCP server
Deploy on its own into any environment you want
- Container
- Serverless
- Edge
MCP client
Connect from anywhere, to any client
- ClaudeMCP Client
- CursorMCP Client
- Internal AIIn-house systems
- Custom AppYour own app
- Any ClientMCP compatible
Runtime API — deploy anywhere, connect to any client
Deploy standalone into containers, serverless, or the edge — whatever environment you want. The standard MCP interface connects to any client.
