AgentCast
Enforces structured output from LLMs by extracting JSON, validating against a shape spec, and generating retry prompts for incorrect responses.
What is AgentCast?
AgentCast is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to enforces structured output from llms by extracting json, validating against a shape spec, and generating retry prompts for incorrect responses.
Enforces structured output from LLMs by extracting JSON, validating against a shape spec, and generating retry prompts for incorrect responses.
This server falls under the Developer Tools and Coding Agents categories on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Enforces structured output from LLMs by extracting JSON, val
Use Cases
Maintainer
Works with
Installation
NPM
npx -y @mukundakatta/agentcast-mcpManual Installation
npx -y @mukundakatta/agentcast-mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about AgentCast
What is AgentCast?
AgentCast is a Model Context Protocol (MCP) server that enforces structured output from llms by extracting json, validating against a shape spec, and generating retry prompts for incorrect responses. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install AgentCast?
Install via npm with the command: npx -y @mukundakatta/agentcast-mcp. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).
Which AI clients work with AgentCast?
AgentCast works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is AgentCast free to use?
Yes, AgentCast is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Add this to your claude_desktop_config.json or .cursor/mcp.json
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