mengram

About mengram

Give your AI agents memory that actually learns [Website](ht

agent-memory ai-agents ai-memory claude-desktop cognitive-architecture cohere cursor-ai episodic-memory knowledge-graph letta-alternative

Quick Facts

Stars	169
Forks	25
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	52.052/100
Open Issues	7
Last Updated	2026-05-21
Created	2026-02-10
Platforms	claude-code, mcp, python
Est. Tokens	~209k

Compatible Skills

These tools work well together with mengram for enhanced workflows:

Multi-Agent-AI-Travel-Advisor — semantic(0.17)+complementary+shared_fw(crewai,langchain)+rare_topics+same_lang+similar_pop+shared_platform (71%)
Tiger — semantic(0.17)+complementary+shared_fw(crewai,langchain)+same_lang+similar_pop+shared_platform (67%)
full-stack-ai-agent-template — semantic(0.16)+complementary+shared_fw(crewai,langchain)+same_lang+similar_pop+shared_platform (67%)
honcho — semantic(0.40)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
codemem — semantic(0.38)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)

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Frequently Asked Questions

What is mengram?

mengram is 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.. It is categorized as a MCP Server with 169 GitHub stars.

What programming language is mengram written in?

mengram is primarily written in Python. It covers topics such as agent-memory, ai-agents, ai-memory.

How do I install or use mengram?

You can find installation instructions and usage details in the mengram GitHub repository at github.com/alibaizhanov/mengram. The project has 169 stars and 25 forks, indicating an active community.

What license does mengram use?

mengram is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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