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Glama
gabor-trainer

knowledge-base-mcp

by gabor-trainer
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

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
add_documentB

Add a new document to the knowledge base.

    Args:
        title: Title of the document.
        content: Full text content of the document.
        labels: Labels to tag the document with (optional).
searchA

Search the knowledge base by free-text terms and/or labels.

    Args:
        terms: Words/phrases to partial-match against title and content.
        term_operator: "AND" requires every term to match, "OR" requires any one to match.
        labels: Labels to filter on.
        label_operator: "AND" requires every label, "OR" requires any one label.
        limit: Maximum number of results to return.

Prompts

Interactive templates invoked by user choice

NameDescription
summarize_documentGenerate a prompt asking the model to summarize a document.

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.6/5.0

Scored across 2 tools

Disambiguation5/5

add_document and search have completely distinct purposes: adding vs. finding documents. There is no overlap in functionality.

Naming Consistency4/5

Both tool names are verbs, but add_document uses verb_noun while search uses a bare verb. The pattern is mostly consistent with a minor deviation.

Tool Count2/5

Only 2 tools for a knowledge base server is too few. Typical operations like get, update, and delete are missing, making the surface feel incomplete.

Completeness2/5

The tools cover only 'add' and 'search', lacking retrieval by ID, update, and delete. This severely limits agent workflows for managing a knowledge base.

Maintenance

ActivityMaintained
ResponsivenessSyncing

Resources