{"repo":"yWorks/mcp-typescribe","free":true,"listed":false,"github":"https://github.com/yWorks/mcp-typescribe","clone":"git clone https://github.com/yWorks/mcp-typescribe.git","description":"An MCP server implementation enabling LLMs to work with new APIs and frameworks","language":"TypeScript","stars":46,"topics":["api","llm","mcp-server","typedoc","typescript"],"license":"MIT","category":"mcp-servers","readme_excerpt":"[!CAUTION] Public development is currently suspended as no active community formed. We are working on a follow-up project, specifically for the yFiles API. You can read more, here: yFiles MCP Server. yFiles developers can use the MCP to query API, development guides, source code snippets and recipes using those tools, instead. They work far better than the implementation in this repository. MCP-Typescribe - an MCP Server providing LLMs API information The Problem Large Language Models (LLMs) have made incredible strides in code generation and developer productivity. However, they face a key limitation: they can only reliably use APIs and libraries they’ve seen during training. This creates a bottleneck for adopting new tools, SDKs, or internal APIs — LLMs simply don’t know how to use them effectively. While tools can be given source code access (when interacting with APIs for which the sources are available) or access to documentation files (e.g. typescript type definition files), this doesn't scale well for large APIs. LLMs need a more efficient way to learn more about an API. Putting all the documentation into context for every request is inefficient, unfeasible, and leads to poor results. As a result: Larger new or internal APIs remain \"invisible\" to LLMs. Developers must manually guide LLMs or provide example usage. Innovation is slowed by the lag between an API’s release and its widespread understanding by AI tools. The Idea This project is an open-source implementation ","default_branch":null,"files":null,"tree":[],"storefront":"/r/yWorks","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/yWorks/mcp-typescribe/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}