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mengram MCP Server

alibaizhanov/mengram

Score: 69.2 Rank #3937 MCP Server
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Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

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Overview

alibaizhanov/mengram is a Python tool licensed under Apache-2.0. Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Ranked #3937 out of 24840 indexed tools.

Ecosystem

Python Apache-2.0 38 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 201

201 stars → growing community

Freshness 25% 8d ago

Last commit 8d ago → recently updated

Issue Health 25% 46%

21/46 issues closed → many open issues

Contributors 10% 7

7 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 38/wk

38 weekly installs → early adoption

Forks 35
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Issue Health high impact

You have 25 open vs 21 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for alibaizhanov/mengram
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Matched Queries

topic:mcp-servertopic:model-context-protocol

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