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CodeSeeker

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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// key findings
⚠️
Known vulnerabilities in dependencies: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 5 credentials: DASHBOARD_PASSWORD, DB_PASSWORD, NEO4J_PASSWORD, OPENAI_API_KEY, REDIS_PASSWORD
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configCHOCOLATEY_VERSION
configCODEMIND_ENVIRONMENT
configCODEMIND_PROJECT_ROOT
configCODEMIND_USER_CWD
configCODESEEKER_DATA_DIR
configCODESEEKER_DEBUG
configCODESEEKER_ENVIRONMENT
configCODESEEKER_PROJECT_ROOT
configCODESEEKER_SKIP_POSTINSTALL
configCODESEEKER_STORAGE_MODE
configCODESEEKER_USER_CWD
configCONTINUOUS_INTEGRATION
configChocolateyInstall
configChocolateyToolsLocation
🔐 secretDASHBOARD_PASSWORD
configDASHBOARD_USERNAME
configDB_HOST
configDB_NAME
🔐 secretDB_PASSWORD
configDB_PORT
configDB_USER
configDOTENV_CONFIG_QUIET
configENABLE_CLAUDE_ANALYSIS
configNAME
🔐 secretNEO4J_PASSWORD
configNEO4J_URI
configNEO4J_URL
configNEO4J_USER
configNEO4J_USERNAME
🔐 secretOPENAI_API_KEY
configREDIS_HOST
🔐 secretREDIS_PASSWORD
configREDIS_PORT
configSHELL
configTERM_PROGRAM
configTOOL_API_PORT
configTOOL_API_URL
configVSCODE_CLI
configWSL_DISTRO_NAME
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/jghiringhelli-codeseeker-3mxn47)](https://m8ven.ai/mcp/jghiringhelli-codeseeker-3mxn47)
commit: 326976c28aaa286fd517f1b7782369024e0ec161
code hash: 3856af4bc6935383cebdc0dcdee7eeac7a3861abdbac1e34578ff55a83423b9f
verified: 6/11/2026, 11:51:31 AM
view raw JSON →
CodeSeeker · M8ven Trust Score | M8ven