Best Alternatives to mengram
Memory & Context·★ 204·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 integrations.
#AI Agents#Memory Layer#Procedural Memory#Episodic Memory#Semantic Memory#Experience-Driven Learning#LLM Integration#Cognitive Profile
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Best Alternatives to mengram
ToolDescriptionStarsLicenseUpdated
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headroom
headroomCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. Around 20% fewer tokens for coding agents and 60-95% fewer for JSON, with the same answers. Library, proxy, and MCP server.
★ 78.0k
Apache-2.0
1d ago
Details →02
letta
lettaLetta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time.
★ 25.3k
Apache-2.0
1w ago
Details →03
mcp-memory-service
mcp-memory-serviceStop re-explaining your project to AI every session. Automatic context memory for Claude, VS Code, Cursor, and 13+ AI tools.
★ 2.1k
Apache-2.0
1d ago
Details →04
context-mode
context-modeContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
★ 32.5k
Elastic License 2.0
1d ago
Details →05
Acontext
AcontextData platform for context engineering. Context data platform that stores, observes and learns. Join the community❤️: https://discord.acontext.io
★ 3.7k
Apache-2.0
4d ago
Details →06
memory-bank-mcp
memory-bank-mcpA Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
★ 920
MIT
1y ago
Details →07
hera
heraHera makes Python code easy to orchestrate on Argo Workflows through native Python integrations. It lets you construct and submit your Workflows entirely in Python. ⭐️ Remember to star!
★ 947
Apache-2.0
2d ago
Details →08
evolver
evolverThe GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
★ 8.7k
GPL-3.0
4d ago
Details →02
Side-by-Side Comparison
| Field | mengram | headroom | letta | mcp-memory-service |
|---|---|---|---|---|
| Category | Memory & Context | Memory & Context | Memory & Context | Memory & Context |
| Stars | ★ 204 | ★ 78.0k | ★ 25.3k | ★ 2.1k |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Updated | 2d ago | 1d ago | 1w ago | 1d ago |
| Open Source | Yes | Yes | Yes | Yes |
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FAQ
What is mengram?
Mengram is an AI memory layer that enables agents to remember facts, events, and workflows, with procedures automatically improving from failures. It uniquely stores semantic, episodic, and procedural memory, offering experience-driven evolution for AI agents.
What is the best alternative to mengram?
headroom is the top-rated alternative to mengram in the Memory & Context category.
Is there a free alternative to mengram?
headroom is a free, open-source alternative.
Is mengram open source?
Yes, mengram is open source on GitHub, licensed under Apache-2.0.