This is a client-side example repository, not an MCP server. The code demonstrates how to call remote MCP servers (nothumansearch.ai and aidevboard.com) via HTTP clients. The two 'tools' listed (search_agents, search_jobs) are not defined or registered in this codebase, they are remote tools being invoked on external servers. No tool definitions, schemas, or descriptions exist in the source. The examples show correct HTTP client usage but provide no server-side tool implementation, schema validation, or error handling patterns.

• This repository should be repositioned as a 'client examples' collection, not an MCP server. If the intent is to create an MCP server, implement actual tool definitions with full JSON Schema input/output, descriptions (150-250 chars), and error handling.
• Add explicit input schemas for both tools: search_agents should document query type (string), limit type (integer, 1-100), and any other parameters. search_jobs should do the same for 'q' and 'limit'.
• Expand tool descriptions to 150+ characters explaining: what the tool searches, when to use it vs the other, what fields are returned, and any rate limits or prerequisites.
• Document output schemas showing the structure of results (e.g., array of objects with fields: title, url, score, category, signals). This enables LLMs to extract and chain data correctly.
• Add error handling examples: what happens if the remote server is down? If the query is empty? If limit exceeds max? Show how to guide LLMs to retry or adjust parameters.