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SACL MCP Server

Provides bias-aware code retrieval for AI assistants by detecting textual bias in code search, semantically augmenting code understanding beyond comments and docstrings, and intelligently reranking results based on functional relevance rather than documentation quality.

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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.
🔐
You'll be asked for 2 credentials: NEO4J_PASSWORD, OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies3 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@0.6.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@0.6.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

highglob@11.0.0GHSA-5j98-mcp5-4vw2

glob CLI: Command injection via -c/--cmd executes matches with shell:true

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretNEO4J_PASSWORDyour_password
configNEO4J_URIbolt://localhost:7687
configNEO4J_USERNeo4j username neo4j
🔐 secretOPENAI_API_KEYyour_key_here
configSACL_BIAS_THRESHOLDBias detection sensitivity (0-1) 0.5
configSACL_CACHE_ENABLEDEnable embedding cache true
configSACL_EMBEDDING_MODELEmbedding model text-embedding-3-small
configSACL_LLM_MODELLLM model for analysis gpt-4
configSACL_MAX_RESULTSMaximum search results 10
// 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 3 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/ulasbilgen-sacl-1m7njm)](https://m8ven.ai/mcp/ulasbilgen-sacl-1m7njm)
commit: 24f458df4d6bf25c6605b545d8d68d4e9a97185c
code hash: c7e693aad4add3ac4c64bed90cfbac94cf74d678c449268852a92d3b00d77a5a
verified: 7/9/2026, 10:15:08 AM
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