Document Q&A MCP Server

Item: Document Q&A MCP Server
Rating: 73
Author: M8ven

Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

→ sprchr/MCPDocumentChat-main · 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.

🔐 secretOPENAI_API_KEY— export ="your-api-key-here"

// 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 1 concrete improvement 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/sprchr-mcpdocumentchat-main-1p5wgq)](https://m8ven.ai/mcp/sprchr-mcpdocumentchat-main-1p5wgq)

commit: 8f217983be22cacc88966179027990151bc5dbd2

code hash: 3c3de5156b3fb580584cbd0561d74a536b077287aa1db31e52eae1140134c418

verified: 6/18/2026, 11:48:29 AM

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