{"repo":"blackwell-systems/knowing","free":true,"listed":false,"github":"https://github.com/blackwell-systems/knowing","clone":"git clone https://github.com/blackwell-systems/knowing.git","description":"Permanent code intelligence layer. Learns what matters, expires what changed, proves what existed. Content-addressed graph with Merkle proofs, 25 extractors, 23 MCP tools. Gets smarter with use.","language":"Go","stars":17,"topics":["ai-agents","code-intelligence","content-addressed","mcp","mcp-server","merkle-tree","opentelemetry","provenance","code-graph","retrieval-pipeline"],"license":"MIT","category":"mcp-servers","readme_excerpt":"--- Self-adapting code intelligence engine. Observes its own graph density and adjusts retrieval strategy automatically. 38 edge types, 28 MCP tools, 263 equivalence classes, cryptographic proofs. Gets smarter with scale, not dumber. --- [!NOTE] Built on published research: Content-Addressing as a Computation Primitive for Software Relationship Intelligence (DOI: 10.5281/zenodo.20342255) Your architecture diagram says service A calls service B. Can you prove it? knowing can. It builds a content-addressed graph of extracted code relationships, snapshots it as a Merkle tree tied to a git commit, and generates cryptographic proofs that verify offline. Agents use it for ranked context. Security teams use it for audit. Platform teams use it to compare code against production traces. It gets better every time you use it. When code changes, stale knowledge expires automatically. That's it. The MCP server auto-indexes your repo on first launch. No model downloads, no API keys. Your agent now has ranked context, blast radius, test scope, and implicit noise demotion that improves results during active sessions. Verify it works: Ask your agent: \"Use the context for task tool to find symbols related to [something you know exists in your code].\" You should see ranked symbols with scores and file paths from your codebase. If results are empty, the repo is still indexing (10-30 seconds on first launch). If results seem unrelated, see Troubleshooting. Not using an AI agent? Skip to CLI usage","default_branch":null,"files":null,"tree":[],"storefront":"/r/blackwell-systems","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/blackwell-systems/knowing/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."}