codebase-memory-mcp

概述

codebase-memory-mcp 是一款前沿的代码智能工具，通过先进的 tree-sitter AST 分析将代码库转换为结构化知识图谱。其卓越的索引速度尤为突出——能够在 3 分钟内处理 Linux 内核（2800 万行代码，7.5 万文件），并提供 14 个 MCP 工具进行全面的代码探索。该服务器通过单个静态二进制文件实现零依赖操作，支持多平台，并在本地 9749 端口提供内置 3D 图形可视化界面。其研究方法证明了显著的效率提升，相比传统的逐文件探索方式，减少 10 倍的令牌使用和 2.1 倍的工具调用。

试试问 AI

装完之后，这里有 8 个你可以让 AI 做的事：

• get_architecture

  Returns languages, packages, entry points, routes, hotspots, boundaries, layers, and clusters

  试试:What is the architecture of this project?试试:Show me the entry points and hotspots in the codebase
• manage_adr

  Persists architectural decisions across sessions

  试试:Create a new architectural decision record试试:Show me all architectural decisions
• detect_changes

  Maps uncommitted changes to affected symbols with risk classification

  试试:Show me the impact of my uncommitted changes试试:What symbols will be affected by these changes?
• semantic_query

  Vector search across the entire graph using embedded code embeddings

  试试:Find functions related to payment processing试试:Search for code that handles user authentication
• search_graph

  Searches the graph with regex patterns, filters, and degree constraints

  试试:Find all functions with 'Handler' in the name试试:Show me nodes with more than 10 connections
• search_code

  Graph-augmented grep over indexed files only

  试试:Find all occurrences of 'processOrder'试试:Search for functions that use 'lodash' utilities
• trace_call_path

  Resolves function calls across files and packages

  试试:What calls the ProcessOrder function?试试:Show me the call path from main to database connection
• detect_dead_code

  Finds functions with zero callers, excluding entry points

  试试:Show me unused functions in the codebase试试:Find dead code that can be removed
• index_repository

  Indexes the current repository into the knowledge graph

  试试:Index this project试试:Build the codebase memory
• get_cross_repo_links

  Shows links between nodes across multiple indexed repositories

  试试:Show dependencies between this service and others试试:What other repositories reference our API?
• find_http_routes

  Finds HTTP routes and their implementations in the codebase

  试试:Show all REST endpoints in the application试试:Find route handlers for user management
• find_channels

  Detects pub-sub patterns across services and modules

  试试:Find event emitters and listeners in the code试试:Show pub-sub patterns between microservices

可对比工具

安装

curl -fsSL https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.sh | bash

# 1. 下载安装程序
Invoke-WebRequest -Uri https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.ps1 -OutFile install.ps1

# 2.（可选但推荐）检查脚本
notepad install.ps1

# 3. 运行它
.\install.ps1

{
  "mcpServers": {
    "codebase-memory": {
      "command": "codebase-memory-mcp",
      "args": []
    }
  }
}

FAQ

支持哪些编程语言？

codebase-memory-mcp 通过编译到二进制文件中的 155 种语言的 tree-sitter 语法分析器支持这些语言。它为 Go、C、C++ 和 TypeScript/JavaScript 提供增强的 LSP 风格类型解析。

如何处理大型代码库？

它使用基于 RAM 的流水线，采用 LZ4 压缩和内存中 SQLite，在 3 分钟内处理 Linux 内核（2800 万行代码）。索引后内存会释放，并包含用于变更检测的自动同步功能。

安全性如何保障？

非常安全 - 所有处理都在本地 100% 完成，无需外部 API 调用。每个发布版本都经过签名、校验和，并由 70 多种防病毒引擎扫描。完整源代码可供审核。

Hacker News 讨论

开发者社区最近的相关讨论。

• I replaced grep-based code exploration with a knowledge graph – 10x less token▲ 4💬 3
  帖子 by DeusData · 2026-03-03

codebase-memory-mcp 对比