Knowledge Fabric

Item: Knowledge Fabric
Rating: 71
Author: M8ven

An MCP-native evidence retrieval platform that ingests source material, builds lexical and vector indexes, performs hybrid retrieval, and returns structured evidence packages for AI assistants.

→ sagarv48/knowledge-fabric · 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 1 credential: OPENAI_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.

configOLLAMA_EMBED_MODEL

configOLLAMA_BASE_URL

🔐 secretOPENAI_API_KEY

configOPENAI_EMBED_MODEL

configEMBEDDING_PROVIDER

// 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/sagarv48-knowledge-fabric-dgkg9o)](https://m8ven.ai/mcp/sagarv48-knowledge-fabric-dgkg9o)

commit: 8a5111bc262e3922aacf699c1be29ed47f064215

code hash: 4f61962b88cd75589007ed2ed577bebf84c6a233781171651814c7be84952f44

verified: 7/12/2026, 8:30:44 AM

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