luuuc/sense
luuuc
Go24updated 3mo ago
Go24updated 3mo agoMCP server for AI coding agents - gives Claude Code, OpenCode, Cursor, and Codex CLI structural understanding of your codebase: symbol graph, blast radius, semantic search, conventions.
ClaudeCodexCursorMCP
ai-toolsclaude-codecode-analysiscode-intelligencecode-searchcodebase-understandingdeveloper-toolsmcpmcp-serversemantic-searchtree-sitter
README
Sense ⠎⠑⠝⠎⠑
An MCP server for codebase context, built for AI coding agents.
Your AI agent reads 19 files to answer "who calls this function?" because it has the text of your codebase but never the map. It re-derives structure on every task, burns tokens chasing grep chains, and hallucinates dependencies that don't exist. Sense indexes your repo once and serves a symbol graph plus semantic code search over MCP. Claude Code, Cursor, Codex CLI, and any MCP client finish the same task in 10 tool calls instead of 19, on 156K tokens instead of 228K, with the same correctness (bench/).
One binary, one local index, four tools for your AI. No SaaS account, no API key, no cloud dependency.
Sense sits on your machine, has no learning curve, and isn't for you. It's for your AI.
What changes
Measured across 7 real-world codebases (Discourse, Flask, Next.js, Axum, Gin, Javalin, and a private e-commerce repo).
Full methodology and raw data: [bench/](benc