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Glama
kazuph

MCP Docs RAG Server

by kazuph

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
list_documentsA

List all available documents in the DOCS_PATH directory. Always use this tool first to check if desired documents already exist before adding new ones.

rag_queryA

Query a document using RAG. Note: If the index does not exist, it will be created when you query, which may take some time.

add_git_repositoryB

Add a git repository to the docs directory with optional sparse checkout. Please do not use 'docs' in the document name.

add_text_fileC

Add a text file to the docs directory with a specified name. Please do not use 'docs' in the document name.

Prompts

Interactive templates invoked by user choice

NameDescription
guide_documents_usageGuide on how to use documents and RAG functionality

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.6/5.0

Scored across 4 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: add_git_repository and add_text_file handle different source types for adding documents, list_documents provides discovery, and rag_query enables retrieval. There is no overlap in functionality, making tool selection unambiguous.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern with snake_case: add_git_repository, add_text_file, list_documents, rag_query. The naming is predictable and readable throughout the set.

Tool Count4/5

Four tools is reasonable for a RAG server focused on document management and querying, though it feels slightly minimal. The count supports core workflows without being overwhelming, but could potentially benefit from additional utilities like document deletion or index management.

Completeness3/5

The toolset covers adding documents (via git or text), listing, and querying, but lacks update or delete operations for document management. This creates a gap where agents cannot modify or remove documents, which may lead to dead ends in workflows requiring document lifecycle management.

Maintenance

ActivityInactive
ResponsivenessNo issues