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mcp-tool-generator

Facilitates the on-the-fly creation and management of novel programmable utilities using descriptive natural language prompts. It enables the persistence of tool definitions alongside associated Python code snippets. This system supports generating constructs that mandate a subsequent restart of the client environment for activation.

Author

mcp-tool-generator logo

hanweg

The Unlicense

Quick Info

GitHub GitHub Stars 26
NPM Weekly Downloads 0
Tools 1
Last Updated 2026-02-19

Tags

toolstoolapistool creationtools dynamicallytool builder

DEVELOPMENT IN PROGRESS - EXERCISE CAUTION - Windows Platform

Meta-Communication Protocol Utility Fabricator

This specialized MCP backend permits Large Language Models to dynamically synthesize novel operational apparatuses, accessible via MCP frontends such as Claude Desktop.

mcp-tool-builder MCP server

Core Capabilities

  • Synthesize fresh functionalities purely through descriptive prose
  • Note: Adoption of new functionalities necessitates a client session reset (specific to Claude Desktop)
  • Generated code artifacts (Python scriptlets) are persisted within the directory path: ...\mcp-tool-builder\tools
  • Metadata schemas for newly forged utilities reside in: ...\mcp-tool-builder\tools\tools.json

Preloaded Sample Functionalities

  • retrieve_crypto_value: Retrieves the present valuation of Bitcoin using data from CoinGecko
  • calculate_atmospheric_conditions: Obtains meteorological predictions for United States postal code regions (leverages geopy)

Instructing New Utility Fabrication

Employ the create_tool invocation command within the Claude Desktop interface (or strongly advocate its utilization!!) to instantiate extensions dynamically

Deployment Procedure

  1. Obtain a local copy of this repository (Clone)
  2. Install necessary dependencies: bash cd mcp-tool-builder uv venv .venv\Scripts\activate uv pip install -e .

Integration with Claude Desktop

Augment your claude_desktop_config.json file with the following configuration block:

{ "mcpServers": { "tool-builder": { "command": "uv", "args": [ "--directory", "PATH_TO\mcp-tool-builder", "run", "tool-builder" ] } } }

Screenshot 2024-12-24 105318

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WIKIPEDIA: XMLHttpRequest (XHR) is an API in the form of a JavaScript object whose methods transmit HTTP requests from a web browser to a web server. The methods allow a browser-based application to send requests to the server after page loading is complete, and receive information back. XMLHttpRequest is a component of Ajax programming. Prior to Ajax, hyperlinks and form submissions were the primary mechanisms for interacting with the server, often replacing the current page with another one.

== History == The concept behind XMLHttpRequest was conceived in 2000 by the developers of Microsoft Outlook. The concept was then implemented within the Internet Explorer 5 browser (1999). However, the original syntax did not use the XMLHttpRequest identifier. Instead, the developers used the identifiers ActiveXObject("Msxml2.XMLHTTP") and ActiveXObject("Microsoft.XMLHTTP"). As of Internet Explorer 7 (2006), all browsers support the XMLHttpRequest identifier. The XMLHttpRequest identifier is now the de facto standard in all the major browsers, including Mozilla's Gecko layout engine (2002), Safari 1.2 (2004) and Opera 8.0 (2005).

=== Standards === The World Wide Web Consortium (W3C) published a Working Draft specification for the XMLHttpRequest object on April 5, 2006. On February 25, 2008, the W3C published the Working Draft Level 2 specification. Level 2 added methods to monitor event progress, allow cross-site requests, and handle byte streams. At the end of 2011, the Level 2 specification was absorbed into the original specification. At the end of 2012, the WHATWG took over development and maintains a living document using Web IDL.

== Usage == Generally, sending a request with XMLHttpRequest has several programming steps.

Create an XMLHttpRequest object by calling a constructor: Call the "open" method to specify the request type, identify the relevant resource, and select synchronous or asynchronous operation: For an asynchronous request, set a listener that will be notified when the request's state changes: Initiate the request by calling the "send" method: Respond to state changes in the event listener. If the server sends response data, by default it is captured in the "responseText" property. When the object stops processing the response, it changes to state 4, the "done" state. Aside from these general steps, XMLHttpRequest has many options to control how the request is sent and how the response is processed. Custom header fields can be added to the request to indicate how the server should fulfill it, and data can be uploaded to the server by providing it in the "send" call. The response can be parsed from the JSON format into a readily usable JavaScript object, or processed gradually as it arrives rather than waiting for the entire text. The request can be aborted prematurely or set to fail if not completed in a specified amount of time.

== Cross-domain requests ==

In the early development of the World Wide Web, it was found possible to brea

See Also

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