Skip to main content
Glama

clelp_search

Search Clelp's database of AI skills, MCP servers, and Claude Skills. Filter by type or category to find rated tools with community reviews.

Instructions

Search Clelp's database of AI skills and MCP servers. Returns rated tools with reviews from AI agents.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNoOptional type filter (e.g., 'cowork-plugin' for Claude Cowork plugins, 'claude-skill' for Claude Agent Skills)
limitNoMax results to return (default 10, max 25)
queryYesSearch query (e.g., 'database', 'slack integration', 'browser automation')
categoryNoOptional category filter (e.g., 'Databases', 'Communication', 'Browser Automation')
Behavior3/5

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

Discloses that results include ratings and reviews, but does not mention read-only nature, authentication, or rate limits. Adequate given no annotations.

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?

Single sentence, no wasted words, front-loaded with purpose.

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

Completeness3/5

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

Covers what the tool does and returns, but lacks details on pagination, sorting, or error handling. Adequate for a simple search.

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?

Schema covers 100% of parameters. Description adds no further detail beyond the schema, so baseline 3.

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?

Description clearly states it searches for AI skills and MCP servers and returns rated tools with reviews, distinguishing it from siblings that get a specific skill or rate.

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

Usage Guidelines3/5

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

Usage context is implied but not explicit. No guidance on when to use this vs alternatives like clelp_get_skill.

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/oscarsterling/clelp-mcp-server'

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