LLM JSON Repair UtilityをChatGPTとClaudeに接続

最速日

616ms

最遅日

1192ms

14日間の傾向

安定-2%

LLM JSON Repair Connector

準備完了です。MCPクライアントを選択し、セットアップ手順に従ってください。

コネクタリンクhttps://edge.vinkius.com/vk_preview_ZzkK2sMb63roNsDq7PgNLGQ6BP95NpuKBwpjhljI/mcpコピー

Claude Desktop

以下の手順で数秒で接続できます。

1. 1In Claude Desktop, open Settings → Connectors.
2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3. 3Click Add and start a new chat — LLM JSON Repair capabilities are ready to use.

設定 · claude_desktop_config.jsonコピー

{
  "mcpServers": {
    "llm-json-repair-utility-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ZzkK2sMb63roNsDq7PgNLGQ6BP95NpuKBwpjhljI/mcp"
    }
  }
}

• Claude
• ChatGPT
• Cursor
• VS Code
• Windsurf
• Claude Code
• JetBrains
• Cline

各クライアントの手順ガイドはこちらです。 接続方法

Claude向けのガイド付きセットアップ？ LLM JSON RepairをClaudeや他のAIに設定する

このConnectorが対応するすべてのAIクライアントを見る ↑

• 01

  Backend Engineers

  They use this to prevent JSON parsing errors from crashing their production services.

• 02

  AI Agents Developers

  They use this to ensure the data their agents produce is actually usable by other capabilities.

• 03

  Data Engineers

  They use this to clean up messy, unstructured text into valid JSON formats.

• 01

  How does this MCP fix JSON without hallucinating?

  It uses a deterministic state-machine approach. It only fixes structural issues like missing braces or quotes rather than inventing new data.

• 02

  Can it fix JSON that was cut off mid-sentence?

  Yes. It handles structural truncation by closing unclosed braces or brackets to make the object valid.

• 03

  What kind of errors does it fix?

  It fixes trailing commas, unquoted keys, single quotes, and missing closing characters.

• 04

  Does it work with any AI client?

  It works with any MCP-compatible client, including Claude, Cursor, and Windsurf.

• 05

  How do I get JSON out of a conversational response?

  You can use the extract_json_from_text capability to pull the JSON block out of any text containing conversational filler.

• 06

  How does this differ from using an LLM to fix JSON?

  Unlike probabilistic LLMs, this server uses a deterministic state machine. This means it only fixes structural issues like missing brackets or trailing commas without inventing or changing the actual data content.

• 07

  Can I extract JSON from a long chat response?

  Yes, you can use the extract_json_from_text capability to locate and isolate the JSON object or array within a larger block of conversational text.

• 08

  What happens if the JSON is truncated due to token limits?

  The repair_json_string capability tracks the nesting depth of all open braces and brackets and automatically appends the necessary closing characters to restore structural integrity.

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