Confluence RAG MCP Server

Item: Confluence RAG MCP Server
Rating: 43
Author: M8ven

Enables retrieval of relevant context from Confluence pages using RAG and ChromaDB, integrating with code assistants like GitHub Copilot to enhance documentation queries.

→ akhilthomas236/confluence-scraper-mcp · 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.

// 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/akhilthomas236-confluence-scraper-mcp-1dhxme)](https://m8ven.ai/mcp/akhilthomas236-confluence-scraper-mcp-1dhxme)

commit: ca73250d97114e60fd7f0c2d7ba74a9d9cdd06db

code hash: 2c62f68fa6bfe3024acfcccec591f0a34dd655b4f74cf3073b825bcbafec865e

verified: 6/13/2026, 9:32:38 AM

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