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J. Gravelle

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@jgravelle

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j.gravelle.us

jcodemunch-mcp. Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

2.4k

AutoGroq. AutoGroq is a groundbreaking tool that revolutionizes the way users interact with Autogen™ and other AI assistants. By dynamically generating tailored teams of AI agents based on your project requirements, AutoGroq eliminates the need for manual configuration and allows you to tackle any question, problem, or project with ease and efficiency.

1.5k

pocketgroq. PocketGroq is a powerful Python library that simplifies integration with the Groq API, offering advanced features for natural language processing, web scraping, and autonomous agent capabilities. Key Features Seamless integration with Groq API for text generation and completion Chain of Thought (CoT) reasoning for complex problem-solving and more.

218

jdocmunch-mcp. The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

201

Groqqle. Groqqle is a powerful web search and content summarization tool built with Python, leveraging Groq's LLM API for advanced natural language processing. It offers customizable web and news searches, image analysis, and adaptive content summaries, making it ideal for researchers, developers, and anyone seeking enhanced information retrieval.

160

GroqCasters. GroqCasters is a Python application that generates podcast scripts and corresponding audio using AI technologies. It leverages PocketGroq for script generation and Bark for text-to-speech conversion, allowing for custom voice cloning.

140

groqcrawl. GroqCrawl is a powerful and user-friendly web crawling and scraping application built with Streamlit and powered by PocketGroq. It provides an intuitive interface for extracting LLM friendly AI consumable content from websites, with support for single-page scraping, multi-page crawling, and site mapping.

110

jdatamunch-mcp. Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

81

GroqApiLibrary. This powerful and flexible library provides a seamless interface to interact with the cutting-edge Groq AI API. Designed for .NET 8 and above, our library offers a range of features to enhance your AI-powered applications.

75

Py2md. Turn the files in your Python project into a single *.md for submission to LLMs

64

OpenAI-AgentsSDK-GUI. JavaScript

51

Grompt. Grompt is a Python utility that uses the Groq LLM provider service to instantly refactor amazingly detailed and effective prompts. It's designed to optimize user prompts for better results when working with large language models.

50

StrawberryGroq. Strawberry Groq is a streamlined demo application showcasing the power of chain of thought reasoning using PocketGroq. Experience the advanced capabilities of Groq's language models, enhanced by reasoning techniques inspired by OpenAI's "Strawberry" o1 LLM.

49

PocketgroqPKE. Python

34

mcp-retrieval-spec. jMRI v1.0 — open specification for token-efficient context retrieval in MCP servers. SDKs, reference server, benchmark.

34

jmunch-mcp. Handle-ifying MCP proxy: slash token bills on chatty MCP servers via content-aware backends and local munch verbs

34

AutoGrok. Python

33

Grompt_plugin. Grompt is a self-contained Chrome plugin that re-engineers your prompts for optimal results using the Groq API. It allows users to quickly refine their prompts directly within their browser, enhancing the quality of their AI interactions.

32

shugok-ai. Shugok-AI is a Streamlit-based web application that makes AI research papers from arXiv more accessible by simplifying their academic language into clear, everyday terms.

29

PyToPdf. C#

28

jPaste. jPaste : Avoid LLM content placeholders with one click!

26

GetCodeAsPdf. Run from *.SLN directory to put all code into a PDF

22

MiniGroqqle. MiniGroqqle is a minimalist web search component that allows Python developers to easily integrate web search capabilities into their applications. With just a few lines of code, you can perform Google searches and retrieve structured results.

22

jOutputMunch. Cut your LLM output tokens up to 76%. System prompt rules for any model. No install required.

21

AutogroqAgent. AutoGroqAgent is a Streamlit-based demo application designed to showcase the powerful new AutonomousAgent class introduced in PocketGroq v0.5.x. This demo provides a hands-on experience with the advanced capabilities of the AutonomousAgent, demonstrating its potential for creating intelligent, autonomous AI assistants.

17

aiAPIkeys. JavaScript

15

Groquments. Groquments is a simple demonstration project showcasing how easily PocketGroq can help developers integrate Groq's powerful AI capabilities into their Python projects. This project provides a basic implementation of an AI-powered document field mapping tool.

12

jragmunch-cli. Maximal token-efficient RAG for headless Claude. Auth-agnostic; slice-level retrieval.

12

webp2png. This repository contains two Python scripts, webp2png.py and webp2png_service.py, designed to automatically convert .webp image files to .png format. The conversion process helps solve the common issue where .webp files, which are often downloaded from the web, are not widely supported when uploading to many websites.

11

arxiv_aggregator. HTML

9

jBark. jBark is a powerful Python library that builds upon the capabilities of the original Bark text-to-speech project [https://github.com/suno-ai/bark], adding simple voice conversion features. It provides a seamless interface for generating high-quality speech from text, extracting basic voice characteristics, and more...!

9

pydantic_googleaddon. Python

8

TokenMyzer. TokenMyzer is a Streamlit-based application designed to optimize text input for AI language models. It provides text preprocessing options to reduce token usage and improve efficiency in AI interactions.

8

BurstAttentionGAO.

8

GroqNow. GroqNow is a streamlined tool that leverages the power of Groq™ AI and our custom PocketGroq library to provide you with an instant, interactive chat experience. It's designed for simplicity and ease of use, allowing you to explore the capabilities of AI without any complex setup or configuration.

8

autogroq-moa. This Streamlit application showcases the Mixture of Agents (MOA) architecture proposed by Together AI, powered by Groq LLMs. It allows users to interact with a configurable multi-agent system for enhanced AI-driven conversations.

7

YourTubes. Python

7

GroqBot-Experts. Python

7

Claude-analyzer. JavaScript

7

notion-code-mirror. Python

7

pocketgroq-addons. Python

5

DoMyBidding. Python

5

jBrush. Windows screen annotation tool with freehand drawing, shapes, and text overlays

5

ResonanceRopeLibrary. Improve context length generation in large language models by reducing generalization gaps

4

jMunchWorkbench. TypeScript

4

jmunch-console. Local, opt-in control-plane GUI for the jMunch suite (config, index/watcher health, savings/ROI, sessions, agent launch).

4

so_long_sucker. Python

3

sln2md. Derive a markup file (*.md) from a solution for easy sharing of code base with AI LLM services

3

ReverseVideo. Reverse video clips with optional trimming

3

MouthPark. South Park-style lip-synced mouth animation from an audio file (Python CLI, WebM with alpha)

3

jcodemunch-observatory. Weekly OSS code-health observatory powered by jcodemunch-mcp

2

munch-bench. ARCHIVED — consolidated into jcodemunch-mcp/munch-bench/. See https://github.com/jgravelle/jcodemunch-mcp

1

prefect-jcodemunch. Prefect 3.x tasks and flows for keeping jcodemunch-mcp code indexes fresh across many repositories.

1

jBuffer-AI. TypeScript

1