mengram — MCP Server by alibaizhanov

Last updated: 2026-05-12 · Indexed by AgentSkillsHub · Auto-synced every 8h

About mengram

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

ai-agents ai-memory cognitive-profile crewai episodic-memory langchain llm mcp-server memory-layer procedural-memory

Quick Facts

Stars	165
Forks	22
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	52.052/100
Open Issues	7
Last Updated	2026-05-12
Created	2026-02-10
Platforms	mcp, python
Est. Tokens	~154k

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%)

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.

Octopoda-OS by RyjoxTechnologies · ⭐ 302
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, age
corpusos by Corpus-OS · ⭐ 258
Open-source protocol suite standardizing LLM, Vector, Graph, and Embedding infrastructure across LangChain, Ll
Ori-Mnemos by aayoawoyemi · ⭐ 294
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
statewave by smaramwbc · ⭐ 214
Open-source memory runtime for AI agents. Durable, structured context with provenance — so your AI stops forge
open-extract by velocitybolt · ⭐ 184
Structured Data Extractor for AI Agents. Search your documents or the web for specific data and get it back in
yantrikdb-server by yantrikos · ⭐ 141
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memorie

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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 165 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 165 stars and 22 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 Octopoda-OS, corpusos, Ori-Mnemos. 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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