{"repo":"roboticforce/remembrallmcp","free":true,"listed":false,"github":"https://github.com/roboticforce/remembrallmcp","clone":"git clone https://github.com/roboticforce/remembrallmcp.git","description":"Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.","language":"Rust","stars":35,"topics":["ai-agents","code-analysis","knowledge-graph","mcp","mcp-server","memory","pgvector","postgres","rust","tree-sitter"],"license":null,"category":"mcp-servers","readme_excerpt":"RemembrallMCP Whole-codebase knowledge for AI coding agents. A field-aware code graph plus persistent memory, built on Rust, Postgres + pgvector, and exposed over MCP. The problem: AI coding agents see a few pages out of the book each session. They grep, read, and re-derive how the codebase fits together from scratch - no map of what calls what, no way to know what breaks when something changes, and no memory of decisions made in past sessions. The solution: RemembrallMCP gives the agent the whole codebase - a field-aware dependency graph (functions, classes, methods, fields , and the references between them) across 9 languages, plus persistent memory that survives between sessions. 1. Field-Aware Code Graph - A live map of your codebase built with tree-sitter. Functions, classes, methods, and data fields, plus call, import, defines, inherits, and field-reference relationships across 9 languages. Ask \"what breaks if I change this?\" - down to a single struct field - and get an answer in milliseconds, before the agent touches anything. 2. Persistent Memory - Decisions, patterns, and organizational knowledge that survive between sessions. Hybrid semantic + full-text search finds relevant context instantly. Why the code graph matters Without RemembrallMCP, agents explore your codebase from scratch every session. Claude Code spawns Explore agents, Codex reads dozens of files, Cursor greps through directories - all burning tokens and time just to understand what calls what. A singl","default_branch":null,"files":null,"tree":[],"storefront":"/r/roboticforce","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/roboticforce/remembrallmcp/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."}