CodeMCP and cie
About CodeMCP
SimplyLiz/CodeMCP
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
CKB transforms your codebase into a queryable knowledge base, acting like a senior engineer who knows every line of code. It takes your existing code as input and provides precise answers on code ownership, impact of changes, and potential security risks. This tool is for software developers, team leads, and architects who want to understand, analyze, and safely modify complex codebases with confidence.
About cie
kraklabs/cie
Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)
Built on Go with Tree-sitter parsers for multi-language support, CIE uses an embedded CozoDB database with RocksDB backend for fast local indexing and querying without ever transmitting code externally. The engine reduces AI agent round-trips dramatically through structured call graph analysis and interface dispatch resolution, seamlessly integrating with Claude Code, Cursor, and any MCP client via stdio transport.
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