Skip to main content
Glama

web_search

Search the web for blog posts, documentation, news, and GitHub READMEs to supplement peer-reviewed research.

Instructions

General web search (blog posts / docs / news / GitHub READMEs).

Use alongside auto_research_topic when the user's need extends beyond peer-reviewed papers and into official docs, engineering blogs, or news.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
max_resultsNo
providerNoauto

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description should disclose behavioral traits. It offers no information about rate limits, result format, real-time vs cached data, or any side effects. Insufficient for safe agent usage.

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

Conciseness4/5

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

Two sentences, front-loaded with the core action. Efficient but lacks structure (e.g., no bullet points or separate parameter section).

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

Completeness2/5

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

Given the tool complexity, absence of parameter docs, and many sibling tools, the description is too sparse. It does not describe output structure or query formulation, though the presence of an output schema slightly mitigates this.

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

Parameters1/5

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

Schema description coverage is 0%, yet the description does not explain any parameters (query, max_results, provider). Users have no guidance on valid values or behavior of these inputs.

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 clearly states it performs general web search covering blog posts, docs, news, and GitHub READMEs. It distinguishes from 'auto_research_topic' (peer-reviewed papers), making the purpose specific.

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?

Explicitly advises using this tool alongside 'auto_research_topic' for non-peer-reviewed content. Provides clear context but lacks explicit when-not-to-use scenarios.

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/WenyuChiou/research-hub'

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