Comparison
ha-mcp vs context7
Verdict
Pick ha-mcp when ha-mcp is primarily Python; context7 is TypeScript; pick context7 when context7 is primarily TypeScript; ha-mcp is Python.
Markdown twin · ha-mcp alternatives · context7 alternatives
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Trust & integrity
| Signal | ha-mcp | context7 |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Very active (0d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| Security (OSV) | No MCP manifest As of 1d · mcp_manifest | No MCP manifest As of 1d · mcp_manifest |
Tagline
- ha-mcp
- The Unofficial and Awesome Home Assistant MCP Server
- context7
- Up-to-date code documentation for LLMs and AI code editors
Stars
- ha-mcp
- 3.9k
- context7
- 59k
Forks
- ha-mcp
- 156
- context7
- 2.8k
Open issues
- ha-mcp
- 16
- context7
- 28
Language
- ha-mcp
- Python
- context7
- TypeScript
Adopt for
- ha-mcp
- -
- context7
- Context7 is a platform devoted to providing updated code documentation specifically tailored for LLMs (Large Language Models) and AI-based code editing tools. It uses TypeScript and operates under the MIT license.
Persona
- ha-mcp
- -
- context7
- -
Runtime
- ha-mcp
- -
- context7
- -
License
- ha-mcp
- MIT
- context7
- MIT
Last pushed
- ha-mcp
- Jul 10, 2026
- context7
- Jul 10, 2026
Categories
- ha-mcp
- Developer Tools, LLM Frameworks
- context7
- Developer Tools, LLM Frameworks
Trust and health
Open issues (now)
- ha-mcp
- 16
- context7
- 28
Full report
- ha-mcp
- Trust report
- context7
- Trust report
Choose ha-mcp if…
- ha-mcp is primarily Python; context7 is TypeScript.
- Tags unique to ha-mcp: ai, claude, hacs, home-assistant.
- More recently updated (last pushed Jul 10, 2026).
When NOT to use ha-mcp
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose context7 if…
- context7 is primarily TypeScript; ha-mcp is Python.
- Tags unique to context7: mcp-server, vibe-coding.
- When your project heavily relies on Large Language Models or AI-based code editors for enhancing development efficiency.
When NOT to use context7
- Avoid Context7 if your current project doesn't involve integration with Large Language Models or any AI-driven code editing utilities, as it will not offer significant advantages.
- If your team strictly adheres to a development workflow that does not benefit from having real-time documentation tailored for LLMs and AI code editors, opting for more general developer tools may be更
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (homeassistant-ai/ha-mcp) · observed Jul 11, 2026
- GitHub forks (homeassistant-ai/ha-mcp) · observed Jul 11, 2026
- Last push (homeassistant-ai/ha-mcp) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (upstash/context7) · observed Jul 11, 2026
- GitHub forks (upstash/context7) · observed Jul 11, 2026
- Last push (upstash/context7) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ha-mcp 3.9k · context7 59k (synced Jul 11, 2026).
Common questions
- What is the difference between ha-mcp and context7?
- ha-mcp: The Unofficial and Awesome Home Assistant MCP Server. context7: Up-to-date code documentation for LLMs and AI code editors. See the comparison table for live GitHub stats and shared categories.
- When should I choose ha-mcp over context7?
- Choose ha-mcp over context7 when ha-mcp is primarily Python; context7 is TypeScript; Tags unique to ha-mcp: ai, claude, hacs, home-assistant; More recently updated (last pushed Jul 10, 2026).
- When should I choose context7 over ha-mcp?
- Choose context7 over ha-mcp when context7 is primarily TypeScript; ha-mcp is Python; Tags unique to context7: mcp-server, vibe-coding; When your project heavily relies on Large Language Models or AI-based code editors for enhancing development efficiency.
- When should I avoid ha-mcp?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid context7?
- Avoid Context7 if your current project doesn't involve integration with Large Language Models or any AI-driven code editing utilities, as it will not offer significant advantages. If your team strictly adheres to a development workflow that does not benefit from having real-time documentation tailored for LLMs and AI code editors, opting for more general developer tools may be更
- Is ha-mcp or context7 more popular on GitHub?
- context7 has more GitHub stars (58,913 vs 3,916). Stars measure visibility, not whether either tool fits your constraints.
- Are ha-mcp and context7 open source?
- Yes - both are open-source projects on GitHub (ha-mcp: MIT, context7: MIT).
- Where can I find alternatives to ha-mcp or context7?
- GraphCanon lists graph-backed alternatives at ha-mcp alternatives and context7 alternatives (ha-mcp markdown twin, context7 markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, ha-mcp or context7?
- ha-mcp: Very active. context7: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for ha-mcp and context7?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ha-mcp trust report; context7 trust report.