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UltraCompress is a Python-based compression tool for large language models. The repo describes lossless 5-bit transformer compression, verification via SHA-256, a CLI on PyPI, and published model packs on Hugging Face.

Local-first long-term memory engine for AI agents with MCP, HTTP API, CLI, and Python usage. The page shows installation paths, IDE integrations, ingestion sources, and a live feature set focused on durable context, retrieval, and privacy.

A Docker-based sandbox for running AI coding agents with dropped capabilities, no-new-privileges, and no Docker socket access. It wraps the pi terminal coding agent and supports local file edits, persistent auth, and skills mounts.

CacheCore is an agent infrastructure tool that sits between LLM clients and the API to cache exact and near-identical prompts, cutting repeat calls and latency. The page shows OpenAI-compatible integration, support for common agent frameworks, and use cases for RAG and multi-agent workflows.

An open-source Llama2 inference engine written in x86 real-mode assembly that fits in 1277 bytes and can boot directly from disk before any OS loads.

An AI harness for long-running penetration tests, bug bounties, and code audits. It combines specialist agents, a Kali runtime, durable state, and second-agent verification for findings.

An open-source SAS 9.4-compatible interpreter written by agents, with a browser playground, tests, and real clinical-programming pipeline support.

Open-source security agent framework for cloud, code, and runtime. It ships 45 built-in agents for AWS, GCP, Azure, Kubernetes, GitHub, and GitLab, and lets users create custom agents in a single markdown file.

An open framework for scoring how well an MCP tool definition communicates to an AI agent, with a spec, reference implementation, CLI, and hosted API.

AURA is a Rust-based SRE agent platform for investigating and fixing production incidents. The repository shows a quick start, production-safety controls, multi-model support, MCP and RAG integrations, and an example incident workflow using traces, logs, and Kubernetes history.

Google’s Gemini 3.8 Flash model page for developers, describing a high-speed multimodal model with support for agents, function calling, structured outputs, code execution, file search, computer use, and long context.

Open-source LLM gateway that adds cost visibility, request tracing, repeated-call detection, and basic prompt-injection heuristics for OpenAI and Anthropic traffic.

A pure C runtime for Gemma 4 E2B CPU inference, with export, benchmarking, and numerical validation tools included.

An MCP server that connects Claude, Cursor, ChatGPT, VS Code Copilot Chat, Zed, and Windsurf to BidSonar’s UK and EU contracts and grants index. It offers read-only search and lookup tools with links back to official records, plus OAuth-secured access and setup guides for several clients.

Native desktop automation CLI for AI agents. It uses OS accessibility trees to control apps with structured JSON output and deterministic element references, and includes both a Rust CLI and C-ABI library for in-process use.

Open protocol for agent-consumable job feeds with MCP-native tools, discovery manifests, schemas, and a live API playground for job search and application flows.

SigMap is a deterministic grounding layer for AI code work. It generates a signature-and-evidence map, helps pick relevant files, validates coverage, and judges whether an AI answer is grounded in the repo.

Omni is a local-first semantic search app for macOS that indexes text, code, PDFs, images, audio, and video on-device. It supports multilingual search, private offline use, and exposes a local endpoint for agents to query indexed files.

An OWASP incubator project that protects AI agent memory from prompt injection, secret leakage, and tampering. It includes a Python library, policy-based controls, benchmarks, and integrations for agent frameworks like LangChain and AutoGen.

CLI for catching AI-generated code smells and regressions in code. It scans changes with 40+ rules across 7 languages, offers fixes, CI gating, hooks, and MCP tools.

A code editor for the agents era that orchestrates multiple CLI coding agents in parallel across isolated git worktrees, with terminal, review, and editor handoff workflows.

Open-source infrastructure for computer-use agents, with sandboxes, SDKs, benchmarks, and desktop automation tooling for macOS, Linux, Windows, and Android. The repo also includes Cua Driver, CuaBot, Cua-Bench, and Lume for VM management.

Self-hosted AI code reviewer for GitHub pull requests that uses multiple narrow reviewer passes and a validator to produce one verified review.

An MCP server and CLI for AI agents to write, schedule, publish, and review Threads posts through Meta’s Threads API, with permission controls and support for Claude, Cursor, and VS Code.