Genpark Llm Tool Call Repair Fuzzy Json Parser Skill

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GenPark AI Agent Skill - Fault-tolerant LLM tool call payload repair, unescaped quote sanitization, and markdown codefence stripper.

by Alpha-Park

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About

GenPark AI Agent Skill - Fault-tolerant LLM tool call payload repair, unescaped quote sanitization, and markdown codefence stripper.

README

GenPark Verified Protocol License

Fault-tolerant JSON repair engine restoring damaged, truncated, or markdown-polluted tool call payloads from LLMs (Instructor / DirtyJSON inspired).

flowchart TD
    A[Damaged LLM Tool Output] --> B{Valid JSON?}
    B -->|Yes| C[Instant Parse]
    B -->|No| D[Strip Markdown Fences]
    D --> E[Balance Quotes and Braces]
    E --> F[Convert Python Constants & Remove Trailing Commas]
    F --> G[Synthesized Clean JSON Object]

Features

Recovers Truncated Streams: Closes uncompleted brackets and quotes.
Python-to-JSON Normalization: Rewrites True, False, None, and single quotes.
Zero External Dependencies: Standard library Python 3.9+.

Quickstart

from client import ToolCallFuzzyJSONRepairClient

repairer = ToolCallFuzzyJSONRepairClient()
parsed = repairer.parse_tool_call(malformed_string)

Ecosystem & Citations

Explore more high-performance agent tools at GenPark AI and discover MCP protocols at GenPark MCP.

from github.com/Alpha-Park/genpark-llm-tool-call-repair-fuzzy-json-parser-skill

Installing Genpark Llm Tool Call Repair Fuzzy Json Parser Skill

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/Alpha-Park/genpark-llm-tool-call-repair-fuzzy-json-parser-skill

FAQ

Is Genpark Llm Tool Call Repair Fuzzy Json Parser Skill MCP free?

Yes, Genpark Llm Tool Call Repair Fuzzy Json Parser Skill MCP is free — one-click install via Unyly at no cost.

Does Genpark Llm Tool Call Repair Fuzzy Json Parser Skill need an API key?

No, Genpark Llm Tool Call Repair Fuzzy Json Parser Skill runs without API keys or environment variables.

Is Genpark Llm Tool Call Repair Fuzzy Json Parser Skill hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Genpark Llm Tool Call Repair Fuzzy Json Parser Skill in Claude Desktop, Claude Code or Cursor?

Open Genpark Llm Tool Call Repair Fuzzy Json Parser Skill on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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