AgentIndex icon
AgentIndex
hera logo
hera
★ 947
vs
context-mode logo
context-mode
★ 32.5k

hera vs context-mode

hera: Hera is a Python SDK designed to simplify and make intuitive the use of Argo Workflows, allowing users to easily transform Python functions into containerized templates. It enables efficient workflow orchestration on Kubernetes, leveraging the full power of Argo Workflows.; context-mode: Every tool call in an MCP (Model-Controller-Program) environment dumps raw data into the context window, quickly consuming space and causing the agent to lose track of ongoing tasks. Context Mode is an MCP server that tackles this by sandboxing tool outputs to significantly reduce context usage, tracking session events in SQLite for continuity, and promoting 'think in code' to minimize data processing within the LLM.

01

TL;DR

hera logo
heraMemory & Context · ★ 947

Orchestrating complex data pipelines and ML workflows on Kubernetes

Read hera full review →
context-mode logo
context-modeMemory & Context · ★ 32.5k
When to choose:
  • Your sessions fill up with tool output such as Playwright snapshots, GitHub issue lists or logs.
  • You want work state (edits, git operations, tasks, decisions) to survive context compaction without being dumped back into the window.
  • You use a hook-capable agent, where tool routing happens automatically.
When to skip:
  • You need an OSI open-source licence: it uses the Elastic License 2.0, which restricts uses such as offering it as a managed service.
  • Your sessions are short and rarely hit the context limit.
  • You do not want hooks changing how your agent's tools behave.
Read context-mode full review →
02

Side-by-Side Comparison

Field
hera logohera
context-mode logocontext-mode
Category
Memory & Context
Memory & Context
Stars
★ 947
★ 32.5k
License
Apache-2.0
Elastic License 2.0
Install Command
pip install hera
npm install -g context-mode
Updated
2d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Python SDK, Argo Workflows, Kubernetes
antigravity, claude, claude-code
03

Features

hera logohera
01Python SDK for Argo Workflows
02Transform Python functions into containerized templates
03Define workflow orchestration logic in Python
04Full access to Argo Workflows capabilities on Kubernetes
05Supports GitOps practices with YAML output and CLI tools
context-mode logocontext-mode
01Context Saving: Sandbox tools keep raw data out of the context window, achieving up to 98% reduction.
02Session Continuity: Tracks every file edit, git operation, task, and user decision in SQLite for seamless session resume.
03Think in Code: Promotes LLMs to program analysis, not compute it, saving 100x context by logging only results.
04Batch Execution & Search: Run multiple commands/queries in one call with tools like `ctx_batch_execute`.
05Advanced Knowledge Base: Uses SQLite FTS5 with BM25 ranking, smart snippets, and TTL cache for efficient information retrieval.
04

Use Cases

hera logohera
↳Orchestrating complex data pipelines and ML workflows on Kubernetes
↳Automating the deployment of data workloads
↳Scaling data science projects and research requiring workflow automation
context-mode logocontext-mode
↳Deep repository research and analysis (e.g., architecture, contributors, issues)
↳Analyze Git history to identify top contributors, commit frequency, and most changed files
↳Efficiently process large JSON APIs, web pages, or logs without flooding the context window
05

Best For

hera logohera
Hidden Gem
context-mode logocontext-mode
Most PopularTrending
FAQ

FAQ

What is the difference between hera and context-mode?
Both hera and context-mode are in the Memory & Context category. hera has 947 stars, while context-mode has 32.5k stars.
Which is better, hera or context-mode?
The best choice depends on your use case. Choose hera if Orchestrating complex data pipelines and ML workflows on Kubernetes, and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is hera free or open source?
Yes, hera is open source on GitHub (Apache-2.0).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
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