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PlumyCat

MCP LangChainJS Search Server

by PlumyCat

search_langchain

Search the LangChainJS GitHub repository for TypeScript, JavaScript, and Markdown code examples. Discover relevant snippets to implement LangChainJS solutions.

Instructions

Search for examples and code in the LangChainJS GitHub repository

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query for finding relevant examples (TS/JS/MD)
Behavior2/5

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

No annotations provided, so description must carry full behavioral disclosure. It only states the action and target, but does not disclose return value format, whether authentication is needed, any limits, or read-only nature. This is a minimal functional description.

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, front-loaded, no redundant information.

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?

Simple tool with one parameter and no output schema, but the description does not explain what result is returned or any usage caveats. For a search tool, knowing something about the return (list of files, code snippets) would be helpful, so it's adequate but not 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?

Schema covers 100% of parameters with a clear description ('Search query for finding relevant examples (TS/JS/MD)'). The tool description adds the context 'examples and code' but does not add additional parameter specifics, so baseline 3 is appropriate.

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?

Clear verb 'Search', specific resource 'LangChainJS GitHub repository', and object 'examples and code'. Though no siblings exist to differentiate from, the description is precise and unambiguous.

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?

No guidance on when to use this tool versus alternatives, no exclusions or context. Since there are no sibling tools, the absence is less critical, but the description still lacks any conditionality.

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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