Best Alternatives to altk-evolve
Memory & Context·★ 131·Apache-2.0
Self improving agents through iterations
#agent-learning#agent-memory#agentic-workflows#ai-agents#claude-code#claude-code-plugin#claude-code-plugins#codex
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Best Alternatives to altk-evolve
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.
★ 77.5k
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.
★ 25.2k
Apache-2.0
5d 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.
★ 2.0k
Apache-2.0
1d ago
Details →04
context-mode
context-modeContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
★ 31.8k
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
3mo 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.
★ 921
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!
★ 946
Apache-2.0
3w ago
Details →08
MaiBot
MaiBotMaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency; instead, she values warmth, authenticity, and genuine connection.
★ 6.4k
GPL-3.0
1d ago
Details →02
Side-by-Side Comparison
| Field | altk-evolve | headroom | letta | mcp-memory-service |
|---|---|---|---|---|
| Category | Memory & Context | Memory & Context | Memory & Context | Memory & Context |
| Stars | ★ 131 | ★ 77.5k | ★ 25.2k | ★ 2.0k |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Updated | 1d ago | 1d ago | 5d ago | 1d ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare altk-evolve With Others
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FAQ
What is altk-evolve?
Evolve is a system designed to help agents improve over time by learning from their trajectories. It uses an MCP server for tool integration, vector storage for memory, and LLM-based conflict resolution to refine its knowledge base.
What is the best alternative to altk-evolve?
headroom is the top-rated alternative to altk-evolve in the Memory & Context category.
Is there a free alternative to altk-evolve?
headroom is a free, open-source alternative.
Is altk-evolve open source?
Yes, altk-evolve is open source on GitHub, licensed under Apache-2.0.