MIF is a vendor-neutral JSON envelope for AI agent memories that allows for the portability of memories between different systems without data loss.
From the registry: Convert, validate, and inspect AI agent memories across formats
$ pip install mif-tools[mcp]https://pypi.org/project/mif-tools/Please install the `mif-tools` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Python** — Install mif-tools with MCP extras Run: `pip install mif-tools[mcp]` (https://pypi.org/project/mif-tools/)
Canonical MCP server config (stdio transport):
- command: `mif`
- args: ["mcp"]
Note: Memory Interchange Format tools. MCP server included via the [mcp] extra.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Persistent codebase knowledge graph. Survives session restarts and context compaction.
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.