custom-context-mcp
MCP server for text-to-JSON transformation. custom-context-mcp is a Model Context Protocol (MCP) server maintained by omer-ayhan. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It exposes 2 tools, including group-text-by-json and text-to-json, that an agent can call directly. It is categorized under AI/Integration and Tool/TypeScript.
What is this MCP
This Model Context Protocol (MCP) server provides tools for structuring and extracting data from text according to JSON templates, enabling transformation of unstructured text into structured JSON formats.
How to use this MCP
The MCP offers two main tools:group-text-by-json to generate AI prompts from templates, and text-to-json to convert AI-generated text into structured JSON. Install with npm, then run the server to process templates and text.
What this MCP can be used for
This MCP can be used for processing AI outputs into structured data, extracting key-value pairs from text, and creating standardized JSON formats for downstream applications in AI workflows and data processing pipelines.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the custom-context-mcp MCP server?
custom-context-mcp is a Model Context Protocol server from omer-ayhan. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect custom-context-mcp to my AI client?
Add custom-context-mcp to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
What tools does custom-context-mcp provide?
custom-context-mcp provides 2 tools: group-text-by-json and text-to-json.
Is custom-context-mcp free to use?
custom-context-mcp is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
Vernclaw Plugins for OpenClaw
Ready-to-use connectors for SEO data, social reading & content generation. Pay-as-you-go credits with audit logs.