mengram

by alibaizhanov · MCP Server · ★ 132

About mengram

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

ai-agentsai-memorycognitive-profilecrewaiepisodic-memorylangchainllmmcp-servermemory-layerprocedural-memory

Quick Facts

Stars132
Forks13
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score55.87/100
Open Issues3
Last Updated2026-03-28
Created2026-02-10
Platformsmcp, python
Est. Tokens~141k

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 integrations.. It is categorized as a MCP Server with 132 GitHub stars.

What programming language is mengram written in?

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

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 132 stars and 13 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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