How do I install chalee-mcp-rag?

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/PrettyKing/chalee-mcp-rag

What does chalee-mcp-rag connect to, and what does it need?

It reaches openai. The credentials we found in its source are OPENAI_API_KEY.

Is chalee-mcp-rag 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 2025-06-28.

What licence does chalee-mcp-rag use?

The repository metadata we read does not state a licence, so check the repository before you rely on it.

InfratoApp / Resources / MCP servers / chalee-mcp-rag

chalee-mcp-rag

chalee-mcp-rag is an MCP server, listed under model apis. It reaches openai. It needs OPENAI_API_KEY to authenticate. Its repository has 0 GitHub stars; we last read it on 2026-10-23.

This software provides a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities for processing and answering questions based on documents.

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. chalee-mcp-rag’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.

Read chalee-mcp-rag’s own install instructions ↗

What it reaches, and what it needs

Reaches

openai

Credential

OPENAI_API_KEY

Maintenance

Stars

State

stale

Licence

—

From the repository

A Model Context Protocol (MCP) server with RAG (Retrieval-Augmented Generation) capabilities for intelligent document processing and question answering

View on GitHub ↗2026-10-23

chalee-mcp-rag compared with similar servers

chalee-mcp-rag compared with the closest alternatives, by services reached, credentials, stars, last update and licence
Server	Reaches	Needs	Stars	Last update	Licence
chalee-mcp-rag (this page)	openai	OPENAI_API_KEY	0	2025-06-28	—
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 chalee-mcp-rag, then by stars. Figures are from each repository when we last read it.

Common questions about chalee-mcp-rag

What does chalee-mcp-rag do?: This software provides a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities for processing and answering questions based on documents.
How do I install chalee-mcp-rag?: 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/PrettyKing/chalee-mcp-rag
What does chalee-mcp-rag connect to, and what does it need?: It reaches openai. The credentials we found in its source are OPENAI_API_KEY.
Is chalee-mcp-rag 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 2025-06-28.
What licence does chalee-mcp-rag use?: The repository metadata we read does not state a licence, so check the repository before you rely on it.

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