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sense
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sense

Active·★ 40·MIT·Updated 2026-10-21

Sense is an MCP server designed to provide AI coding agents with a deep structural understanding of codebases. It indexes repositories locally, offering tools like symbol graph, semantic code search, and convention detection to enhance agent efficiency and accuracy.

#AI Coding Agents#Codebase Context#Symbol Graph#Semantic Search#Convention Detection#Code Structure Analysis#Local Indexing
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Guides
$ Install
$ curl -fsSL https://luuuc.github.io/sense/install.sh | sh
↗ Visit site★ GitHub
01

Features

01Provides symbol relationships, callers, callees, inheritance, tests, and dead code detection via `sense_graph`.
02Offers hybrid semantic code search (`sense_search`) with bi-encoder, cross-encoder, keyword, and text fallback.
03Calculates blast radius, affected code, affected tests, and risk score using `sense_blast`.
04Detects project-specific coding conventions from source via `sense_conventions` for style adherence.
02

Compatibility

Linux
OS
Verified via docs
macOS
OS
Verified via docs
Windows
OS (via WSL2)
Verified via docs
Go
Runtime
Verified via docs
03

Quick start

1
$ curl -fsSL https://luuuc.github.io/sense/install.sh | sh
04

Use cases

↳Enable AI agents to efficiently answer structural code questions like 'who calls this function?' by using pre-computed graphs.
↳Reduce AI agent tool calls, token usage, and session time, leading to significant cost and time savings for code-related tasks.
↳Help AI agents write code that adheres to specific project conventions and styles, improving code quality and consistency.
↳Perform advanced code analysis such as identifying dead code or understanding the blast radius of changes.
05

Alternatives

⚡Top VS:
VSperseus-vault★72→VSmcp-local-memory★60→VScortex★35→

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luuuc /
sense
↗

MCP 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.

40MIT
Last commit2d ago
StatusActive
CategoryMemory & Context
Links
Documentation↗Discussion↗Issues↗Releases↗
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