AI & Memory MCP Server

Mengram

Name: Mengram
Author: alibaizhanov

Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save, auto-recall, cognitive profile). 29 MCP tools, knowledge graph, smart triggers, multi-user isolation. Python & JS SDKs.

Scan found nothing by alibaizhanov108Apache-2.0PythonIntermediatestdio

View on GitHub Install Guide

Install

No auto-install command available for this server.

Check the GitHub repository for setup instructions

Safety Report

57% Scan found nothing

Scanned 5 months ago

4 passed 3 warnings

Security

Authentication

details

Authentication detected: env_api_key_py, env_required, bearer_check, connection_string, oauth

Pass

CORS Policy

details

stdio transport — CORS not applicable

N/A

Rate Limiting

details

Rate limiting detected: rate_limit_middleware, throttle, requests_per

Pass

Known CVEs

details

2 deps with known issues (medium)

Warning

Code Quality

Dependency Audit

details

2 deps with known issues (medium)

Warning

Dangerous Patterns

details

No dangerous code patterns detected

Pass

License

details

License: Apache-2.0

Pass

Community

Maintenance Status

details

Last commit 5 months ago

Warning

Learn about our security methodology →

Frequently Asked Questions

What is Mengram?

Is Mengram safe to use?

We cannot tell you that, and nobody scanning at this scale can. What we did in March 2026 was shallow-clone Mengram and run five keyword searches over its source: auth identifiers, CORS configuration, rate-limit identifiers, the dependency manifest against a hardcoded list of 18 known-vulnerable packages, and unguarded eval/exec calls. None of them matched. A text search cannot follow a variable, judge intent, or tell you what a server does once it is running, so "nothing matched" is not "safe". What the scan does and does not cover is written out at /mcp/security.

What are alternatives to Mengram?

Similar MCP servers include Context7, Cognee, Hindsight. Each serves a similar purpose but may differ in features, language, and compatibility.