Skip to main content
Glama
djibrilIbnSaid

MCP Registry Navigator

Search MCP Registry

search_servers
Read-only

Find public MCP servers by name substring, with configurable result limits for discovering and comparing registry metadata.

Instructions

Search latest public MCP Registry server metadata.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNoSubstring to search in server names.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

The annotations already declare readOnlyHint=true and openWorldHint=true, so the description is not burdened with conveying safety or completeness. The phrase 'latest' adds a slight behavioral nuance (implying freshness), but it does not describe how the limit parameter interacts with results, whether results are ordered, or any pagination behavior. It neither contradicts nor meaningfully expands on the annotations.

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?

The description is a single, compact sentence with no redundant words. It front-loads the core action and target. While it is short, it does not waste space; however, the brevity comes at the cost of necessary detail, making it less effective than a longer but more informative description.

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?

Although an output schema exists (which covers return fields), the description lacks essential context for correct invocation. It does not clarify how results are limited (despite the 'limit' parameter), how the query matching works, or when to prefer this tool over get_server. The description is minimal and does not help an agent make an informed decision among the listed siblings.

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

Parameters2/5

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

The input schema provides a description for 'query' ('Substring to search in server names') but no description for 'limit'. Since schema description coverage is 50%, the tool description should compensate for the missing parameter semantics, but it does not mention either parameter at all. An agent would have to infer the meaning of 'limit' from its constraints alone, which is insufficient.

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

Purpose4/5

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

The description clearly states a verb ('search') and a resource ('latest public MCP Registry server metadata'). It distinguishes the tool from siblings like get_server (which retrieves a single server) by focusing on searching, but does not explicitly clarify what 'metadata' includes or how search results are ordered. It is clear enough for a basic understanding, but leaves some ambiguity about the extent of the search.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives such as get_server, compare_servers, or validate_server_json. It does not mention any exclusions or conditions that would help an agent decide between them. The absence of usage context is a significant gap given the sibling tools.

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/djibrilIbnSaid/mcp-from-scratch'

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