10 projects
jcodemunch-mcp
Token-efficient MCP server for source code exploration via tree-sitter AST parsing
jdocmunch-mcp
Token-efficient MCP server for structured documentation retrieval via section-level indexing
jragmunch
Maximal token-efficient RAG for headless Claude. Uses your existing claude CLI; auth-agnostic; slice-level retrieval.
jdatamunch-mcp
Token-efficient MCP server for tabular data retrieval via CSV/Excel/Parquet/JSONL indexing
jmri-sdk
jMRI — token-efficient context retrieval for MCP agents. Python SDK client, reference server, and conformance suite.
prefect-jcodemunch
Prefect tasks and flows for keeping jcodemunch-mcp code indexes fresh across many repositories.
jmunch-mcp
Transparent MCP proxy that reduces token cost of large tool responses via content-aware handles
jmunch-core
Native performance backend for jcodemunch-mcp
munch-bench
Retrieval + Inference benchmark for LLM-powered codebase Q&A
pocketgroq
A library for easy integration with Groq API, including web scraping, image handling, and Chain of Thought reasoning
