open-source

Open-source demo for recognizing hand-object manipulation stages in everyday video, with installation steps, run commands, and a short explanation of the pipeline.

OpenAPPA is an open-source deterministic guardrail and information-flow policy engine for LLM agents. The page describes flow-based security labeling, CI validation, remedy plans, sanitizers, authorities, and subagents, with links to docs, GitHub, Discord, and benchmark claims.

Open-source coordination protocol for coding agents that helps detect intent conflicts before code conflicts, built above Git and integrated with tools like Claude Code, Codex, and Cursor.

Open-source cross-platform SSH/SFTP client and server manager with live telemetry, split-pane workflows, self-hosted end-to-end encrypted sync, and MCP/AI integration.

Open-source control plane and proxy for managing multiple MCP servers behind one endpoint, with routing, policy, auth, logging, and rate limiting.

A macOS voice assistant for Claude Code that talks through project ideas, writes specs, launches builds, and alerts you when a session needs attention.

AirmailAI is a BYOK LLM chat app with a browser-extension backend that lets users connect their own keys and chat with providers like OpenAI, Anthropic, Google, and OpenRouter. The page highlights privacy-by-design messaging, file upload, web search, and zero-markup pay-as-you-go usage.

LoongForge is an open-source training framework for LLMs, VLMs, diffusion, and embodied models. It targets NVIDIA GPUs and Kunlun XPUs and emphasizes faster training with multi-backend support, model-specific optimizations, and ready-to-run configs.

ThreadShelf is a local-first archive and semantic search tool for AI conversations, with support for ChatGPT, Claude, Gemini, Grok, OpenRouter, LM Studio, and Google AI Studio. It can reconstruct threads, export conversations to Markdown, and continue chats through local llama.cpp or OpenRouter.

Open-source AI coding factory that turns tickets into reviewed pull requests on your machine. The page shows install options, local-first setup, CLI commands, a desktop app, and product details like adversarial review, tamper checks, and test validation.

A macOS desktop workspace for AI-assisted development that combines chat, Kanban, repo browsing, subagent tracking, and local code review.

A Python SDK that provides LiteLLM-style model routing and translation with a smaller surface area. It supports completions, streaming, embeddings, tool calling, async variants, provider mapping, and local OpenAI-compatible backends.

ObserverBench is an interactive benchmark and guided demo for testing whether internal AI monitoring methods help make safer decisions, not just better predictions. It includes real-model results, benchmark tasks, and a no-login walkthrough showing how warning scores affect review and harm that slips through.

Open-source text-to-SQL engine tuned to your own database, with configurable pipeline stages, policy checks, and an evaluation harness for measuring performance on real schemas.

A Linux desktop app for managing multiple AI helpers with separate roles, memory, provider connections, and isolated computer workspaces.

Hazzel is a small terminal coding agent for working directly in a codebase. It reads files, edits with diff approval, runs commands with permission, and supports git-aware actions, with multiple model providers and bring-your-own-key setup.

Open-source ticket system release with internal agent chat, ticket handovers, scheduled report delivery, customer/web form processes, CMDB links, and FAQ attachments.

brw is a semantic browser control tool for agents. It runs a real visible Chrome/Chromium browser and exposes control through MCP and HTTP, with stable refs, semantic page snapshots, and post-action observations.

A fully local voice-controlled 3D sandbox where a sassy robot turns spoken commands into voxel builds. The repo explains the stack, runtime requirements, service contracts, controls, and tests.

An open-source Stripe-like payment layer for AI agents and paid MCP tools, with spend authorization, per-call charging, and settlement flows for test credits in beta.

A self-hostable MCP endpoint that centralizes accounts, memory, skills, secrets, and access controls for AI agents. It supports multiple providers, profile-based permissions, audit logs, and deployment on your own machine or cloud.

A local CLI that records a codebase’s behavior and gates AI-driven refactors against a frozen baseline. It runs declared probes, compares outputs byte-for-byte, and returns a simple pass/fail signal for agent workflows.

Bridle is an open protocol and small CLI for handing context and work between coding agents on different machines, with opt-in policy controls on both sides.

Open-source harness for measuring how consistently hosted LLM APIs return the same output across repeated runs and over time, with raw transcripts, scoring, and a static leaderboard generator.