mengram — MCP Server by alibaizhanov

by alibaizhanov · MCP Server · ★ 178

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About mengram

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

agent-memoryai-agentsai-memoryclaude-desktopcognitive-architecturecoherecursor-aiepisodic-memoryknowledge-graphletta-alternative

Quick Facts

Stars178
Forks27
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score66.9954777498912/100
Open Issues17
Last Updated2026-06-17
Created2026-02-10
Platformsclaude-code, mcp, python
Est. Tokens~16k

Compatible Skills

These tools work well together with mengram for enhanced workflows:

  • 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%)

mengram alternative? Top 6 similar tools

Looking for a mengram alternative? If you're comparing mengram with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • Ori-Mnemos by aayoawoyemi · ⭐ 311

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

  • YourMemory by sachitrafa · ⭐ 248

    Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

  • iai-mcp by CodeAbra · ⭐ 119

    The best-benchmarked open-source memory system for AI coding assistants

  • mira-OSS by taylorsatula · ⭐ 466

    This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure whe

  • iai-personal-memory-engine by CodeAbra · ⭐ 318

    MCP memory server for AI coding assistants. Works with Claude Code, Cursor, Codex, Gemini CLI, Cline, Continue

  • superlocalmemory by qualixar · ⭐ 188

    World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no da

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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 178 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 178 stars and 27 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.

What are the best alternatives to mengram?

The top alternatives to mengram on Agent Skills Hub include Ori-Mnemos, YourMemory, iai-mcp. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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