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

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 Registry github-graphql