Jinni MCP Server

Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files

Local serverstdioPython

What is the Jinni MCP Server?

Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files, overcoming the limitations and inefficiencies of reading files one by one. Each file's content is preceded by a simple header indicating its path:.

What Jinni does

Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files, overcoming the limitations and inefficiencies of reading files one by one. Each file's content is preceded by a simple header indicating its path:

Key capabilities

  • Efficient Context Gathering: — Reads and concatenates relevant project files in one operation
  • Intelligent Filtering (Gitignore-Style Inclusion): —
  • Uses a system based on .gitignore syntax (pathspec library's gitwildmatch)
  • Automatically loads .gitignore files from the project root downward. These exclusions can be overridden by rules in .contextfiles
  • Supports hierarchical configuration using .contextfiles placed within your project directories. Rules are applied dynamically based on the file/directory being processed
  • Matching Behavior: — Patterns match against the path relative to the target directory being processed. Output paths remain relative to the original project root
  • Rule Root Behavior: — Each target has its own rule root:
  • Targets within the project root (or CWD) use the project root/CWD as their rule root

Practical notes

  • Maintained by smat-dev, written in Python.

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Maintainer setup documentation.

How to install the Jinni MCP Server

{
  "mcpServers": {
    "jinni": {
      "command": "uvx",
      "args": [
        "jinni-server"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Example prompts to try

  • “Use Jinni to Invocation.”
  • “Use Jinni to Output.”

Frequently asked questions

Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files, overcoming the Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.