Source Available Python Packages

index-graph

Offline repository and workspace maps, wikis, dependency graphs, and context artifacts with file:line provenance, zero runtime dependencies, and MCP.

ephemora-cell

Ephemeral, stateless, capability-bound execution for untrusted AI and agent-generated code.

remedy-ai

Your personal AI partner on Windows & Linux — track and complete your goals through research, design, code, and action. Local continuity under ~/.remedy, your own model. Chat, code, computer use, browser rail. · PyPI remedy-ai.

gather-engine

Research intake that reaches the hard places: web, video, papers, scanned PDFs, browser, OCR, and audio into structured research packets. DOM extraction and change tracking built in; provenance rides along on every item.

fabri

Local memory + orchestration layer for custom LLM agents: SCOPE-style tactical/strategic memory over execution traces, Qdrant-backed, polyglot subprocess tools, agent-as-tool composition.

forum-engine

Coordinate agent fleets: routing, quality checks, prose contracts, and a replayable hash-chained ledger that preserves plans, evidence, results, and resumable handoffs. Model-agnostic.

heartwood-memory

Heartwood Memory — governed memory for AI agents. Provenance-first recall, policy-gated retrieval, tenant isolation.

crucible-bench

Python and MCP tools for testing falsifiable claims and recording MATCH, DRIFT, or UNVERIFIABLE outcomes against supplied evidence.

condux

Source-available error monitoring with an AI fix engine that opens human-reviewed draft pull requests.

autoyou-lite

Self-hosted AI server and agent framework. Pair your phone, browser or desktop with your own computer peer to peer over WebRTC, and run models, agents and web apps on hardware you control. Source-available.

ntb-67-client

Secure, self-hosted reverse proxy tunnel optimized for automation. Create, monitor, and delete tunnels programmatically via REST API. Built for DevOps.

scopecall-py

Open-source, self-hostable AI cost & workflow observability. Find the prompt, customer, model, and workflow path behind every LLM cost spike — without a proxy.

shapestate

Enrollment-based detection of substrate corruption (activation noise, weight quantization) in language models, validated across seven models in four families.

quickhatch

Your private agent harness for escaping the Windows ecosystem to Linux