Context-Engine

概述

Context Engine 是一个 MCP 服务器，通过 30 多种工具增强 AI 编码助手的语义代码搜索、符号智能、记忆存储和跨仓库跟踪能力。它与 Claude、Cursor 和 Codex 等流行的编码助手集成，提供开发环境和 AI 功能之间的桥梁。服务器提供批量查询以节省 token，跨语言的模式搜索，以及 git 历史功能，显著提升 AI 辅助开发工作流程。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• search

  Default tool that auto-routes queries to the best backend (semantic search, Q&A, symbol graph, tests, config)

  试试:Find functions that handle user authentication试试:Search for database connection code
• symbol_graph

  Navigate code by finding callers, callees, definitions, importers, and subclasses

  试试:Show all callers of the calculateTotal function试试:Find all implementations of the PaymentProcessor interface
• batch_search

  Run multiple search queries in a batch for significant token savings

  试试:Batch search for: 1) error handling patterns 2) authentication methods 3) database connections
• batch_symbol_graph

  Execute multiple symbol graph operations in a single batch for efficiency

  试试:Batch symbol graph for: 1) all callers of function A 2) all implementations of interface B
• batch_graph_query

  Perform multiple graph queries simultaneously to reduce API calls and token usage

  试试:Batch graph queries to find: 1) dependency chains 2) inheritance hierarchies
• memory_store

  Store knowledge for persistent context across different sessions

  试试:Remember that this project uses JWT for authentication试试:Store that the database connection uses connection pooling
• memory_find

  Recall previously stored knowledge across sessions

  试试:What authentication method did I tell you about earlier?试试:How do we connect to the database?
• cross_repo_search

  Search across multiple repositories with boundary tracing for multi-repo codebases

  试试:Find where the checkout process flows across the frontend and backend repos试试:Trace the user registration flow across microservices
• pattern_search

  Find structural patterns like retry loops, error handling, or singletons across languages

  试试:Find all retry loops in the codebase试试:Search for singleton pattern implementations
• search_commits_for

  Search through git history for specific changes or patterns

  试试:Search commits for database schema changes试试:Find commits that modified the authentication system
• change_history_for_path

  Get the change history for a specific file or path in the repository

  试试:Show the change history for user.js试试:List all commits that modified config/settings.py

可对比工具

安装

# 添加市场（一次）
/plugin marketplace add Context-Engine-AI/Context-Engine

# 安装技能
/plugin install context-engine

# 安装 MCP 桥接器
npm install -g @context-engine-bridge/context-engine-mcp-bridge

# 连接您的代码库
ctxce connect <your-api-key> --workspace /path/to/repo --daemon

# 作为 MCP 服务器运行
ctxce mcp-serve --workspace /path/to/repo

FAQ

哪些 AI 助手支持 Context Engine？

Context Engine 支持 Claude Code/Claude Desktop、Cursor、Codex、Windsurf、Augment Code、Gemini 以及任何支持自定义指令的 AI 助手。

如何验证 Context Engine？

在 context-engine.ai 注册获取您的 API 密钥，然后使用 'ctxce connect <api-key>' 验证您的代码库。

Context-Engine 对比