Tools

On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token savings), full-text and ranked search, health checks, auto git commit, and worker delegation to cheaper models. 10 tools, works with any MCP client.

Agent harness built with LangChain and LangGraph. Equipped with a planning tool, a filesystem backend, and the ability to spawn subagents - well-equipped to handle complex agentic tasks.

The agent engineering platform

Framework for AI agents (Claude Code, Cursor, Codex, Gemini) to operate Google Ads, Meta Ads, and Search Console. Grounded in a local STRATEGY.md — not metric-chasing. Defense-in-depth security, local-first. Apache 2.0.

Chat UI that works with any LLM. It comes loaded with advanced features like agents, web search, RAG, MCP, deep research, Connectors to 40+ knowledge sources, and more.

Universal memory layer for AI Agents

Build resilient language agents as graphs.

Free and Open Source Enterprise Resource Planning (ERP)

Automated Music Discovery and Collection Manager

AI Agent Framework, the Pydantic way

Deterministic multi-agent orchestrator for 18 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, OpenAI Agents SDK, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. ~11K monthly PyPI downloads, Apache 2.0.

Django based open-sourced e-commerce storefront.

The missing context layer for AI-assisted refactoring

The Django backend of the Revel event platform project

Tool based on AWS-CLI commands for Amazon Web Services account security assessment and hardening.

Agent-first cognitive substrate with 18 manifest-driven verbs (germinate / eat / assimilate / sporulate / traverse / immune / molt / …) and 25 lint dimensions enforcing contract invariants mechanically (R1–R7). Cross-session / cross-project memory via a self-validating filesystem graph — AST + markdown-link derived, not embedding-based. Provider-agnostic by design: MP1/MP2 dims forbid LLM-SDK imports in the kernel and plugin tree. Editable-default install. Works with Claude Code, Cursor, Windsurf, Zed, VS Code, and any MCP client.

Web search (embedded SearXNG), content extraction, and library docs indexing with hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, no API keys required.

Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10. CLI + MCP, BYO LLM. No API key needed on MCP path.

Dashboard, API and SDKs for adding Feature Flags to your applications (alternative to LaunchDarkly).

Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, rclone sync across machines. Zero config, no cloud, no limits.

Build, Manage and Deploy AI/ML Systems

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

A model-driven approach to building AI agents in just a few lines of code.

Pixelfin: Jellyfin Image Inspector

Pulumi - Infrastructure as Code in any programming language

Build, run, manage agentic software at scale.

Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes; confidence-based promotion (hits ≥5 → mature, ≥10 → rule)

Your Self-Hosted Knowledge Base

Stateful MCP server over real language servers. 50 tools, 30 CI-verified languages, 20 agent workflows. Persistent sessions keep the index warm across files and projects. Speculative execution simulates edits in memory before writing to disk.

A lightweight, powerful framework for multi-agent workflows

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

AI agent governance MCP server with policy enforcement, quantum-safe audit trails (ML-DSA), multi-party authorization, and compliance reporting. Check policies, sign actions, and verify signatures through MCP tools.

house_with_garden: Open source home automation that puts local control and privacy first.

Web app for collaborative genealogy, based on and interoperable with Gramps, the open source genealogy desktop application.

Helpdesk software which helps you streamline your company's support, offers an easy setup, clean user interface, and automation tools to resolve customer queries efficiently.

A standalone SIGMA-based detection tool for EVTX, Auditd and Sysmon for Linux logs

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Durable, agent-native AI runtime with native MCP client + server and A2A support. Rust core for performance, Python authoring for ergonomics. Features graph-based workflows, durable execution, and multi-agent coordination.

Enterprise-grade feature flag platform that you can self-host.

Developer-first error tracking and performance monitoring

Web based localization tool with tight version control integration.

ESPHome is a system to control your ESP32, ESP8266, BK72xx, RP2040 by simple yet powerful configuration files and control them remotely through Home Automation systems.

Automated media cleanup tool that removes watched and stale content from Plex, Sonarr, and Radarr based on configurable rules. `MIT` `Docker`

Self host your media and share with unique links

FM broadcasting system with server-client architecture for managing multiple Raspberry Pi transmitters remotely.

Platform to programmatically author, schedule, and monitor workflows.

Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.