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Glama
simplifyaimm

MCP Demo - Document Search Server

by simplifyaimm

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

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_documentsA

Search indexed documents by keyword or phrase using TF-IDF ranking. Returns up to max_results results, each with a relevance score and excerpt.

get_documentA

Retrieve the full text of a document by filename. Call list_documents first if you're unsure of the exact filename.

list_documentsA

List every document currently in the index, along with its word count.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.4/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a distinct purpose: listing all documents, searching by keyword, and retrieving full text. There is no overlap or ambiguity.

Naming Consistency5/5

All tools follow a consistent verb_noun snake_case pattern: get_document, list_documents, search_documents.

Tool Count5/5

With 3 tools, the server is well-scoped for document search: list, search, retrieve. Not too few or too many.

Completeness5/5

Core functionality is fully covered: indexing overview, search with ranking, and full-text retrieval. No gaps for a search-focused server.

Maintenance

ActivityInactive
ResponsivenessNo issues