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jdatamunch-mcp Public
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
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jdocmunch-mcp Public
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
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jcodemunch-mcp Public
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
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jcodemunch-observatory Public
Weekly OSS code-health observatory powered by jcodemunch-mcp
2 UpdatedJun 12, 2026 -
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jragmunch-cli Public
Maximal token-efficient RAG for headless Claude. Auth-agnostic; slice-level retrieval.
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mcp-retrieval-spec Public
jMRI v1.0 — open specification for token-efficient context retrieval in MCP servers. SDKs, reference server, benchmark.
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prefect Public
Forked from PrefectHQ/prefectPrefect is a workflow orchestration framework for building resilient data pipelines in Python.
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prefect-jcodemunch Public
Prefect 3.x tasks and flows for keeping jcodemunch-mcp code indexes fresh across many repositories.
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jmunch-mcp Public
Handle-ifying MCP proxy: slash token bills on chatty MCP servers via content-aware backends and local munch verbs
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MouthPark Public
South Park-style lip-synced mouth animation from an audio file (Python CLI, WebM with alpha)
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hermes-agent Public
Forked from NousResearch/hermes-agentThe agent that grows with you
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StrawberryGroq Public
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 re…
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munch-bench Public archive
ARCHIVED — consolidated into jcodemunch-mcp/munch-bench/. See https://github.com/jgravelle/jcodemunch-mcp
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jOutputMunch Public
Cut your LLM output tokens up to 76%. System prompt rules for any model. No install required.
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MCP-Universe Public
Forked from SalesforceAIResearch/MCP-UniverseMCP-Universe is a comprehensive framework designed for RL training, benchmarking, and developing AI agents for general tool-use.
Python Apache License 2.0 UpdatedApr 1, 2026 -
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ReverseVideo Public
Reverse video clips with optional trimming
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GroqApiLibrary Public
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…
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jBrush Public
Windows screen annotation tool with freehand drawing, shapes, and text overlays
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Groqqle Public
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, …
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pocketgroq Public
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. K…
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AutoGroq Public
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 requi…
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shugok-ai Public
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.
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Grompt Public
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 wor…
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