Repository History

Inspector: The Ultimate Tool for Developing MCP and ChatGPT Apps

MCPJam Inspector is a powerful local development client designed for testing and debugging MCP servers, ChatGPT apps, and MCP ext-apps. It provides a comprehensive suite of tools, including a widget emulator, OAuth debugger, and LLM playground, enabling developers to rapidly iterate on their projects without needing external services like ngrok or a ChatGPT subscription.

Aptabase: Open Source, Privacy-First Analytics for Apps

Aptabase is an open-source, privacy-first analytics platform designed for mobile, desktop, and web applications. It offers a simple, user-friendly dashboard for essential metrics and provides an extensive list of SDKs for various frameworks. This robust solution ensures compliance with privacy regulations like GDPR while delivering valuable app insights.

ReactorCA: Homelab/SOHO Certificate Authority with Age Encryption and Deployment

ReactorCA is a robust Go CLI tool designed for managing a Certificate Authority in homelab or small-office environments. It streamlines the process of issuing, renewing, and deploying TLS certificates for internal services and devices. A key feature is its use of `age` encryption for securely managing private keys, simplifying certificate lifecycle management amidst increasingly shorter validity periods.

potatameister-paperknife

NUDGE: Lightweight Non-Parametric Embedding Fine-Tuning for Retrieval

NUDGE is a lightweight, non-parametric tool designed to fine-tune pre-trained embeddings, significantly enhancing retrieval and RAG pipelines. It operates by adjusting data embeddings directly, rather than modifying model parameters, to maximize accuracy. This approach often leads to over 10% improvement in retrieval accuracy and runs in minutes.

mcpo: A Simple, Secure MCP-to-OpenAPI Proxy Server

mcpo is a dead-simple proxy server that transforms any Model Context Protocol (MCP) tool into an OpenAPI-compatible HTTP server. This allows seamless integration of MCP tools with LLM agents and applications that expect standard RESTful OpenAPI interfaces, eliminating the need for custom protocols or complex glue code. It enhances security, stability, and interoperability for AI tools, making them instantly usable with modern web standards.

reubah: A Web-Based Universal File Converter and Image Processor

reubah is an intuitive web-based tool designed for efficient image processing and document conversion. It offers a simple interface to handle a wide array of file formats, providing features like dark mode and batch processing. This versatile application ensures isolated processing and immediate delivery without storing user files.

Deep Agents: The Batteries-Included Agent Harness for Complex AI Tasks

Deep Agents is an agent harness built on LangChain and LangGraph, designed to simplify the creation of complex AI agents. It comes equipped with essential tools like planning, filesystem access, and the ability to spawn sub-agents, enabling it to handle sophisticated agentic tasks out of the box. This framework provides a ready-to-run agent that can be easily customized with additional tools, models, and prompts.

Immich Power Tools: Enhance Your Immich Photo Library Management

Immich Power Tools is an unofficial client designed to significantly improve the organization and management of your Immich photo library. It offers a suite of features for bulk operations, smart suggestions, and detailed analytics, streamlining workflows for users migrating from services like Google Photos. This tool helps users efficiently manage people, albums, locations, and more within their self-hosted photo solution.

FilePond: A Flexible JavaScript Library for Seamless File Uploads

FilePond is a powerful and fun JavaScript library designed for handling file uploads with ease. It offers a highly flexible and accessible user experience, capable of optimizing images and managing various file types for faster and smoother uploads. With extensive features and integrations, FilePond simplifies complex file handling tasks for developers.

Nerd Fonts: Enhance Your Terminal with Iconic Glyphs and Patched Fonts

Nerd Fonts is an ambitious project that patches popular developer-oriented fonts with a vast collection of iconic glyphs, including sets like Font Awesome, Material Design Icons, and Octicons. This allows developers to enjoy a richer visual experience in their terminals and code editors, making it easier to display various symbols and icons. With over 67 pre-patched font families and a powerful font patcher, it offers extensive customization for any coding environment.

mcp-ui: Building Interactive UIs for AI with Model Context Protocol

mcp-ui is an SDK that enables the creation of rich, interactive user interfaces for AI tools, built on the Model Context Protocol (MCP). It standardizes UI delivery over the protocol, allowing developers to craft next-gen UI experiences. This project provides client and server SDKs in multiple languages, making it easier to integrate dynamic UIs into AI applications.