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3 days ago

glama

CoreRag

Enables Claude Desktop to perform local-first semantic search, ingest documents, and manage a private knowledge base with hybrid search, PII redaction, and multi-format support.

→ TJ-Neary/CoreRag · listed on glama

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// key findings

✅

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 4 credentials: GOOGLE_API_KEY, ANTHROPIC_API_KEY, READWISE_API_TOKEN, CORERAG_API_KEY

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.

configCORERAG_DB_PATH— ~/.corerag/lancedb LanceDB vector database

configCoreRag_STATE_DIR

configCoreRag_BASE_DIR

configCORERAG_VAULT_PATHS

configCORERAG_STATE_DIR

configCORERAG_RESTRICTED_DB_PATH

configOLLAMA_HOST

configOLLAMA_MODEL— qwen3:32b Local LLM for document analysis

configCORERAG_EMBEDDING_MODEL— BAAI/bge-m3 Embedding model (1024d)

configCORERAG_RERANKER_MODEL

configCORERAG_CONTEXT_GENERATION

configCORERAG_CHUNK_QUALITY_THRESHOLD

configCORERAG_SOURCE_AUTHORITY_DEFAULT

configCORERAG_CORRECTIVE_RAG

configCORERAG_BACKUP_ENABLED

configCORERAG_BACKUP_STARTUP_COOLDOWN

configCORERAG_BACKUP_COMMIT_COOLDOWN

configCORERAG_BACKUP_MAX_COUNT

configCORERAG_BACKUP_INTEGRITY_CHECK

configCORERAG_SERVER_HOST

configCORERAG_SERVER_PORT

configCORERAG_LLM_PROVIDER

configCORERAG_LLM_MODEL

configCORERAG_ANSWER_MAX_EVIDENCE

🔐 secretGOOGLE_API_KEY

🔐 secretANTHROPIC_API_KEY

🔐 secretREADWISE_API_TOKEN

configOLLAMA_NUM_CTX

configCORERAG_ENABLE_ANALYTICS

configCORERAG_ENABLE_CACHE

🔐 secretCORERAG_API_KEY— H "X-API-Key: $" \

// 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 6 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/tj-neary-corerag-171oyi)](https://m8ven.ai/mcp/tj-neary-corerag-171oyi)

commit: d1d3a3aba33bc606c063cbeece97275297d40c68

code hash: 2be3aa239d9614a0d83a102777810424076e23170b2cd0cae6b03048baa1c7d8

verified: 6/24/2026, 9:59:10 AM

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