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Glama
udarshmarthala

hybrid-rag-mcp

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
OTEL_EXPORTER_OTLP_ENDPOINTNoEndpoint for OpenTelemetry OTLP exporter (e.g., Jaeger, Grafana Tempo, Langfuse). If set, traces are sent there; otherwise, spans print to console.

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_docsA

Search the document corpus with hybrid retrieval and reranking.

Args: query: A natural-language search query. top_k: How many passages to return (default 5).

Returns: Passages as {id, title, text, score} objects, most relevant first.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.1/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool, there is no possibility of confusion or overlap between tools. The single tool's purpose is clear and distinct by definition.

Naming Consistency5/5

The single tool name 'search_docs' follows a consistent verb_noun convention. Since there is only one tool, no conflicting patterns exist.

Tool Count3/5

One tool is on the thin edge of what is acceptable. For a narrow search-only server this could be sufficient, but for a 'hybrid-rag' service a single tool feels minimal.

Completeness2/5

The server provides only search, with no document ingestion, update, deletion, or management capabilities. In a typical RAG workflow, agents would need upload or indexing tools to make the search useful, so the surface has significant gaps.

Maintenance

ActivitySlowing
ResponsivenessNo issues