headroom
★ 77.5k
vs
YourMemory
★ 270
headroom vs YourMemory
headroom: Headroom compresses everything your AI agent reads — tool outputs, logs, RAG chunks, files, and conversation history — before it reaches the LLM. It achieves the same answers with a fraction of the tokens.; YourMemory: YourMemory is an MCP-compatible memory server for AI agents that mimics human memory with biological decay. Important facts persist, outdated ones fade, and a graph layer keeps related memories alive. It achieves 59% Recall@5 on the LoCoMo-10 benchmark and can be installed with just two commands.
01
TL;DR
headroomMemory & Context · ★ 77.5k
When to choose:
- Long tool output, logs, JSON responses or RAG chunks are driving up cost or hurting answers.
- You want compression without code changes: run it as a local proxy, an MCP server, or by wrapping Claude Code, Codex or Cursor.
- Compression must run locally, with originals cached so the model can retrieve the full text.
When to skip:
- Your agent's problem is missing or outdated docs, not too much context: a docs server fits better.
- You cannot add a component that must keep running and may add latency.
- Your tasks cannot tolerate lossy compression: verify answer quality on your own work first.
YourMemoryMemory & Context · ★ 270
Providing persistent memory for AI coding assistants like Claude and Cline
02
Side-by-Side Comparison
Field
headroomYourMemoryCategory
Memory & Context
Memory & Context
Stars
★ 77.5k
★ 270
License
Apache-2.0
NOASSERTION
Install Command
pip install "headroom-ai[all]"
pip install yourmemory && yourmemory-setup
Updated
1d ago
1mo ago
Open Source
Yes
Yes
Tags
Context Compression, Token Optimization, AI Agents
ai-agents, claude, ebbinghaus
03
Features
headroom01In-app library for compression (Python/TypeScript)
02Zero-code-change proxy mode
03One-command agent wrapping for various AI agents
04Cross-agent shared memory and auto-deduplication
05Reversible compression (CCR) with original content retrieval
YourMemory01Biological decay mimicking human memory
02Hybrid BM25 + vector + knowledge graph retrieval pipeline
03Chain-aware pruning that protects related memory clusters
04Multi-agent shared and private memory with access control
05Zero infrastructure setup using DuckDB
04
Use Cases
headroom↳Reduce LLM token usage and API costs for AI agents.
↳Enable shared context and memory across multiple AI agents.
↳Optimize coding agents by compressing tool outputs, logs, and RAG chunks.
↳Maintain full data fidelity with reversible context compression.
YourMemory↳Providing persistent memory for AI coding assistants like Claude and Cline
↳Enabling multi-agent collaboration with shared and private memory
↳Remembering user preferences and project context across sessions
05
Best For
headroomMost PopularEssential
YourMemory—
FAQ
FAQ
What is the difference between headroom and YourMemory?
Both headroom and YourMemory are in the Memory & Context category. headroom has 77.5k stars, while YourMemory has 270 stars.
Which is better, headroom or YourMemory?
The best choice depends on your use case. Choose headroom if Reduce LLM token usage and API costs for AI agents., and YourMemory if Providing persistent memory for AI coding assistants like Claude and Cline.
Is headroom free or open source?
Yes, headroom is open source on GitHub (Apache-2.0).
Is YourMemory free or open source?
Yes, YourMemory is open source on GitHub (NOASSERTION).
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