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Mif Tools

Convert, validate, and inspect AI agent memories across formats

Connector by varun29ankuS · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 5
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/varun29ankus-mif-tools

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Convert, validate, and inspect AI agent memories across formats

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
4 read · 1 write · 0 delete
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 5

Read from the source code; the running server may list different tools.

Read 4 · Look things up without changing anything.

  • export_memories
  • inspect_memories
  • list_formats
  • validate_memories

Write 1 · Create, change, send or run things.

  • import_memories

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • export_memories

    Convert memories from any supported format to MIF v2 JSON. Args: data: Input data string (JSON, markdown, etc.) from_format: Source format ID (auto-detected if omitted). Options: shodh, mem0, crewai, langchain, generic, markdown

  • import_memories

    Convert MIF v2 JSON to a target format. Args: data: MIF v2 JSON string to_format: Target format ID. Options: shodh, mem0, crewai, langchain, generic, markdown

  • inspect_memories

    Show a summary of a memory file. Args: data: Input data string from_format: Source format ID (auto-detected if omitted)

  • list_formats

    List all available memory format adapters. Returns: JSON array of format objects with name and format_id

  • validate_memories

    Validate a MIF JSON document against the schema and run semantic checks. Args: data: MIF JSON string to validate Returns: JSON object with validation results

Signals

Stars
5
Forks
0
Open issues
1
Weekly downloads
23
Last commit
Mar 6, 2026 (7 months ago)
Last release
Mar 6, 2026 (7 months ago)
Last package publish
Mar 6, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.varun29ankuS/mif-tools
Version
0.2.1
Auth
No auth
Packages
pypi mif-tools
License
Apache-2.0
Repository
github.com/varun29ankuS/mif-spec
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

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Cite this page

Mif Tools MCP server. Agent Mart. https://agentmart.dev/connectors/varun29ankus-mif-tools (last updated 2026-10-24)