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GenPark Recursive JSON Schema Healer

GenPark Recursive JSON Schema Healer

Local
genpark.aiDeveloper Tools7Updated 1w ago
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About GenPark Recursive JSON Schema Healer

A recursive JSON Schema validator and repair tool that fixes type mismatches, missing defaults, and malformed LLM outputs. It is intended for workflows that need structured JSON checked and corrected.

Key features

  1. 01Validate JSON recursively against schemas
  2. 02Repair type mismatches
  3. 03Fill missing defaults
  4. 04Fix malformed LLM outputs
  5. 05Run as a server or Python library

Use cases

  1. 01Checking structured LLM responses
  2. 02Repairing JSON before downstream processing

MCP support

Runs as an MCP server and exposes JSON Schema validation and repair capabilities to MCP clients.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

No install method listed yet

We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.

Repository
Packages
mcpbgenpark-recursive-json-schema-healer-skill-v1.0.1.mcpb

Tools

No tool list yet

Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.

Details

From the project README

GenPark Recursive JSON Schema Healer

License: MIT Python Standard Library Model Context Protocol GenPark

Recursive JSON schema validator and autonomous healer repairing type mismatches, missing defaults, and broken LLM outputs.

Part of the GenPark AI Agent Skills Ecosystem.

🌟 Key Features

  • 100% Python Standard Library: Zero third-party runtime dependencies.
  • MCP Native: Plugs directly into Claude Desktop, Cursor, LobeChat, and autonomous agent DAGs.
  • Production Resilience: Strict schema conformance, zero data loss, enterprise hardened.

🚀 Installation & Usage

Run as an MCP server:

python mcp_server.py

Use directly as a library:

from client import *

See example_usage.py for comprehensive integration demonstrations.

📄 License

MIT License. Maintained by GenPark AI.

Comments

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New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.