AgentIndex icon
AgentIndex
Hoofy logo
Hoofy
★ 16
vs
context-mode logo
context-mode
★ 32.5k

Hoofy vs context-mode

Hoofy: Hoofy is an MCP server that solves memory loss, hallucinated implementations, and unstructured AI workflows. It provides persistent context across sessions, spec-driven development pipelines, and adaptive change management for any MCP-compatible AI tool. Built in Go, it runs as a single binary with zero dependencies.; 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

Hoofy logo
HoofyMemory & Context · ★ 16

Start a new project: use the full project pipeline from vague idea to validated architecture

Read Hoofy 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
Hoofy logoHoofy
context-mode logocontext-mode
Category
Memory & Context
Memory & Context
Stars
★ 16
★ 32.5k
License
MIT
Elastic License 2.0
Install Command
brew install HendryAvila/hoofy/hoofy
npm install -g context-mode
Updated
7mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, ai-assistant, ai-coding
antigravity, claude, claude-code
03

Features

Hoofy logoHoofy
01Persistent memory across sessions with SQLite + FTS5 full-text search and knowledge graph
02Spec-driven development pipeline (9 stages for new projects, adaptive change pipeline for ongoing work)
03Existing project bootstrap: reverse-engineer codebases into SDD artifacts
04Hot/Cold instruction architecture to reduce token overhead
05Context check, Clarity Gate, and business rules extraction to prevent hallucinations
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

Hoofy logoHoofy
↳Start a new project: use the full project pipeline from vague idea to validated architecture
↳Manage ongoing development: use the change pipeline for features, fixes, and refactors
↳Bootstrap an existing project: reverse-engineer the codebase to generate missing specs
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

Hoofy logoHoofy
—
context-mode logocontext-mode
Most PopularTrending
FAQ

FAQ

What is the difference between Hoofy and context-mode?
Both Hoofy and context-mode are in the Memory & Context category. Hoofy has 16 stars, while context-mode has 32.5k stars.
Which is better, Hoofy or context-mode?
The best choice depends on your use case. Choose Hoofy if Start a new project: use the full project pipeline from vague idea to validated architecture, and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is Hoofy free or open source?
Yes, Hoofy is open source on GitHub (MIT).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
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