MCP PDF Server

Enables AI assistants to query PDF documents by ingesting them into a vector database and generating answers grounded in the actual documents.

→ BhagyeshRashinkar/mcp-pdf-server · 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.

🔐

You'll be asked for 1 credential: API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// known CVEs in dependencies1 low

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

lowuuid@13.0.0GHSA-w5hq-g745-h8pq

uuid: Missing buffer bounds check in v3/v5/v6 when buf is provided

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretAPI_KEY— nvapi-your_key_here

configCOLLECTION_NAME— "=documents",

configEMBED_BATCH_SIZE— Chunks per embedding batch 15

configEMBED_COOLOFF_MS— Cooldown between batches (ms) 500

configEMBED_MAX_RETRIES— Max retries on API failure 3

configEMBED_MODEL— "=nvidia/nv-embedqa-e5-v5",

configGEN_MODEL— "=qwen/qwen2.5-coder-32b-instruct",

configQDRANT_URL— "=http://mcp-qdrant:6333",

// 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 5 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/bhagyeshrashinkar-mcp-pdf-server-9xr4j3)](https://m8ven.ai/mcp/bhagyeshrashinkar-mcp-pdf-server-9xr4j3)

commit: ee68414432630df52966bb92ce6886e58a8ee8e6

code hash: 0cf996f4980972906429a8b8bd4c2e6644dd0cae0c24433a391bde55ec669f1a

verified: 6/23/2026, 10:38:53 AM

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