J. Gravelle

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The developer J. Gravelle creates MCP servers for AI agents that improve data retrieval and code indexing.

All cards

3 cards

An MCP server that indexes code with tree-sitter and returns individual functions and classes to the agent instead of whole files

MCP serverExtended access2.8KRepository stars

MCP server that fetches the exact documentation section instead of the whole file: a heading index and byte-precise reads

MCP serverMinimal access207Repository stars

An MCP server that answers questions about CSV, Excel, Parquet and JSONL without pasting rows into context.

MCP serverExtended access83Repository stars

In short

This includes jCodeMunch MCP for extracting individual functions and classes from code, jDocMunch MCP for precise documentation access, and jDataMunch MCP for querying structured data formats like CSV and Excel. These tools support AI agents in handling code and data more efficiently.

How to install

One command, using “jDocMunch MCP” as an example. The SkillFoxx CLI detects the agent and puts the files in the right folder.

npx skillfoxx add mcp/jdocmunch-mcp

Access of the author’s cards

  • minimal1
  • extended2
How we set access levels

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