Four-layer hybrid search and knowledge graph for AI coding assistants: BM25 + vector embeddings + RAPTOR directory summaries + graph expansion fused into a single MCP tool.
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process.env. You'll be asked to provide them before it can run.CHOCOLATEY_VERSIONCODEMIND_ENVIRONMENTCODEMIND_PROJECT_ROOTCODEMIND_USER_CWDCODESEEKER_DATA_DIRCODESEEKER_DEBUGCODESEEKER_ENVIRONMENTCODESEEKER_PROJECT_ROOTCODESEEKER_SKIP_POSTINSTALLCODESEEKER_STORAGE_MODECODESEEKER_USER_CWDCONTINUOUS_INTEGRATIONChocolateyInstallChocolateyToolsLocationDASHBOARD_PASSWORDDASHBOARD_USERNAMEDB_HOSTDB_NAMEDB_PASSWORDDB_PORTDB_USERDOTENV_CONFIG_QUIETENABLE_CLAUDE_ANALYSISNAMENEO4J_PASSWORDNEO4J_URINEO4J_URLNEO4J_USERNEO4J_USERNAMEOPENAI_API_KEYREDIS_HOSTREDIS_PASSWORDREDIS_PORTSHELLTERM_PROGRAMTOOL_API_PORTTOOL_API_URLVSCODE_CLIWSL_DISTRO_NAME[](https://m8ven.ai/mcp/jghiringhelli-codeseeker-3mxn47)