mcp-ragnar
mcp-ragnar is an MCP server, listed under model apis. It reaches openai. It needs OPENAI_API_KEY to authenticate. Its repository has 0 GitHub stars and is licensed under GPL-3.0; we last read it on 2026-10-22.
MCP RAG implementation
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. mcp-ragnar’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
Reaches
openai
Credential
OPENAI_API_KEY
Maintenance
Stars
0
State
stale
Licence
GPL-3.0
mcp-ragnar compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| mcp-ragnar (this page) | openai | OPENAI_API_KEY | 0 | 2025-06-25 | GPL-3.0 |
| paperbanana | atlascloud, google, openai(1 shared) | ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY | 2,412 | 2026-09-17 | MIT |
| ms-365-mcp-server | ms365, openai(1 shared) | MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_CLIENT_SECRET, MS365_MCP_OAUTH_TOKEN, OPENAI_API_KEY | 1,068 | 2026-10-23 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(1 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| flama | anthropic, openai(1 shared) | None listed | 304 | 2026-10-13 | Apache-2.0 |
| mcp-ragdocs | openai, qdrant(1 shared) | OPENAI_API_KEY, QDRANT_API_KEY | 265 | 2025-07-18 | MIT |
Ranked by services in common with mcp-ragnar, then by stars. Figures are from each repository when we last read it.
Common questions about mcp-ragnar
- What does mcp-ragnar do?
- MCP RAG implementation
- How do I install mcp-ragnar?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/bixentemal/mcp-ragnar
- What does mcp-ragnar connect to, and what does it need?
- It reaches openai. The credentials we found in its source are OPENAI_API_KEY.
- Is mcp-ragnar official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 0 GitHub stars and its state in our directory is stale. Its last commit we recorded was on 2025-06-25.
- What licence does mcp-ragnar use?
- The repository declares the GPL-3.0 licence.
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