{"repo":"primerhq/primer","free":true,"listed":false,"github":"https://github.com/primerhq/primer","clone":"git clone https://github.com/primerhq/primer.git","description":"Self-hosted control plane for fleets of small, context-optimized agents: graphs, workspaces, channels, triggers, MCP.","language":"Python","stars":16,"topics":["agent-orchestration","ai","ai-agents","fastapi","llm","mcp","python","loop-engineering"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"A self-hosted, open-source platform for orchestrating fleets of small, context-optimized AI agents - built on one bet: a small, local open-weight model, given a clean and purpose-built context, can do genuinely useful work. Runs on hardware you already own. Quickstart · What makes it different · Graph engineering · How it works · Docs · Contributing --- Why Primer A language model spreads a fixed budget of attention across every token in its context. Keep that context tight and the few tokens that matter get most of the attention; bloat it with stale history, unused tool definitions, and irrelevant background, and the signal thins out. Primer's bet is simple: give a small, local model exactly what it needs - and nothing more - and it can do genuinely useful work. Not replace a frontier model; just real work, on hardware you already own. It is a bet, not a benchmark, and it is still early - the best way to test it is to run it on your own workload and tell us where it falls apart. So instead of one giant agent with everything crammed into its prompt, Primer lets you orchestrate fleets of small, focused agents , each with a clean working context, wired together with the primitives a real deployment needs: LLM providers, workspaces, agent graphs, knowledge collections, channels, triggers, and semantic search - self-hosted and integrated from the start. What makes Primer different A lot of what Primer ships - knowledge bases, channels, triggers, approvals - you will find in other","default_branch":null,"files":null,"tree":[],"storefront":"/r/primerhq","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/primerhq/primer/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}