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search_mcp_servers

Find MCP servers by capability or name from a catalog of 9,000+. Use when you need a server for a specific task, such as postgres or video processing.

Instructions

Search the Agent Almanac catalog of 9,000+ MCP (Model Context Protocol) servers by name, capability, or description. Use this when the user is looking for an MCP server that does a specific thing (e.g. 'an MCP server for postgres', 'MCP server for github issues', 'video processing MCP').

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query — e.g. 'postgres', 'video processing', 'github actions'
transportNoOptional: filter by transport type
limitNoMax results (default 10, max 50)
Behavior4/5

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

No annotations, but description discloses the scope (9,000+ servers) and search fields. Does not mention pagination or result format, but for a search tool this is adequate.

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?

Two sentences that are front-loaded and efficient. First sentence states purpose, second gives usage context with examples. No wasted words.

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?

Given 3 params, no output schema, and no annotations, the description covers purpose, usage, and examples. It could mention the return format, but is largely complete for an agent to invoke correctly.

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 description coverage is 100%, so description adds little beyond schema. It reiterates that query searches by name/capability/description, but does not explain transport or limit beyond schema.

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?

Clearly states the tool searches MCP servers by name/capability/description. Distinguishes from siblings 'get_server_details' and 'list_recent_servers'.

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 says when to use: 'Use this when the user is looking for an MCP server that does a specific thing'. Provides examples. Does not mention when not to use, but context is clear.

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

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