M Flow MCP Server

by FlowElement-xinliuyuansu• 4.5k•• Scanned•Claim this listing•Request removal
Database Managementagent memoryagentic aiai reasoningepisodic memorygraph database

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

M Flow is an open-source mcp server by FlowElement-xinliuyuansu, written mainly in Python, with 4,510 GitHub stars and the Apache-2.0 license. Its code was last updated Sep 1, 2026.

Scan summary: scanned Nov 5, 2026 at commit 0d585cd. Seen able to run shell commands, connect to the internet. Scan policy

What M Flow can touch

  • Run shell commandsFound in the code by our scan
  • Run dynamic codeNot seen in this scan
  • Read or write filesNot seen in this scan
  • Read environment and secretsNot seen in this scan
  • Control a web browserNot seen in this scan
  • Connect to databasesLikely, from its own description
  • Read or send messagesNot seen in this scan
  • Touch money or tradingNot seen in this scan
  • Connect to the internetFound in the code by our scan

"Not seen" means our checks did not find it, and the tool may still do it. Covers commit 0d585cd, Nov 5, 2026. See the scan policy.

Before you install M Flow

AgenticMart scanned M Flow on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What it can access

  • An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.
  • Based on its description and topics, it likely needs to connect to a database.

Before you install

  1. Give it a read-only database user unless it must write.
  2. Pin the version you reviewed instead of always installing the latest release.
  3. Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
  • Maintained by FlowElement-xinliuyuansu on GitHub, 4,510 stars and 256 forks. Popularity is not proof of safety.
  • Last code change: Sep 1, 2026.
  • Open-source license: Apache-2.0.

M Flow is an open-source mcp server by FlowElement-xinliuyuansu, written mainly in Python. A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

At a glance

Stars
4.5k
Forks
256
Language
Python
License
Apache-2.0
Created
Mar 2026
Last update
Sep 1, 2026
Type
MCP Server
Price
Free

Topics

agent-memoryagentic-aiai-reasoningepisodic-memorygraph-databaseknowledge-graphllmlong-term-memorymcpmemory-enginepythonragsemantic-memoryvector-search

Questions about M Flow

What is M Flow?

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

Who maintains M Flow?

M Flow is maintained by FlowElement-xinliuyuansu on GitHub (FlowElement-xinliuyuansu/m_flow). AgenticMart lists it from public repository data.

Is M Flow safe to use?

AgenticMart scanned M Flow on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What license does M Flow use?

It is published under the Apache-2.0 license.

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