What is RagCode?
RagCode is a coding that Privacy-first semantic code search using local Ollama and Qdrant vector storage for multi-language repository understanding. It has a Nerq Trust Score of 45/100 (E). 24 GitHub stars. Published by https://github.com/doitmagic/rag-code-mcp. Last analyzed April 2026.
Why This Score
- ⚠️ Security: 0/100 — Some security concerns
- ⚠️ Maintenance: 0/100 — Maintenance activity is low
- ⚠️ Community: 24 stars, 0 downloads — Growing community
- ⚠️ Transparency: License: Not specified — No license specified
Trust & Safety Overview
What RagCode Does
RagCode is a mcp_server in the coding category. Privacy-first semantic code search using local Ollama and Qdrant vector storage for multi-language repository understanding. It is published by https://github.com/doitmagic/rag-code-mcp and has no specified license. With 24 GitHub stars and 0 downloads, it has a small community of users and contributors.
Who Should Use RagCode
RagCode is recommended only for experimental use. Consider alternatives with higher trust scores for production systems.
Details
| Author | https://github.com/doitmagic/rag-code-mcp |
|---|---|
| Category | coding |
| License | Not specified |
| Type | mcp_server |
| Source | View on GitHub |
| Security Score | 0/100 |
| Activity Score | 0/100 |
How to Get Started
Check the trust score before installing:
curl nerq.ai/v1/preflight?target=ragcode
Setup guide · Full safety report · Production review · Is it safe?
Safer Alternatives
| Tool | Trust | Stars |
|---|---|---|
| AutoGPT | 75 | 181.9K |
| ollama | 74 | 163.0K |
| langchain | 86 | 127.8K |
| system-prompts-and-models-of-ai-tools | 74 | 115.3K |
| opencode | 88 | 108.1K |
Frequently Asked Questions
Last updated April 2026. Trust scores based on automated analysis of public data.