Skip to main content
Glama
kalpesh122

agentic-mcp-server

by kalpesh122

Search the knowledge base

kb.search
Read-onlyIdempotent

Search the markdown knowledge base for information you don't already have. Returns matching documents with slug, title, score, and snippet.

Instructions

Full-text search over the markdown knowledge base. Returns the best-matching documents with a slug (use it with kb.get), title, score and a short snippet. Use this first when you need information you do not already have.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of hits
queryYesSearch terms; matches title, tags and body
filterNoOptional filters

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv0.1.0

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint, so the description does not need to repeat those. It adds no extra behavioral details beyond what the annotations provide, but it also does not contradict them.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact and well-structured: one sentence states the core purpose and another covers the output and usage workflow. No unnecessary words or redundant details are present.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Since there is no output schema, the description usefully specifies the return fields: slug, title, score, and snippet. It also explains the relationship with kb.get. It does not mention error cases or empty results, but for a search tool this is reasonably complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema covers all parameters with descriptions: query, limit, and filter with nested tag and sort. The tool description adds no additional parameter-level detail beyond the schema, so it remains at the baseline for full schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses the specific verb 'search' and clearly identifies the resource as the markdown knowledge base. It states the tool returns best-matching documents, and the phrase 'Use this first when you need information you do not already have' clearly differentiates it from other retrieval tools like kb.get.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says to use this tool first when needing information, and it mentions using the returned slug with kb.get, which provides workflow context. It does not explicitly enumerate when not to use it or compare with kb.add or sys.time, but the guidance is clear enough.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/kalpesh122/agentic-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server