Comparison
hive vs toolhive
Verdict
Pick hive if hive is a Python-based multi-agent framework for production AI, emphasizing human-in-the-loop operations and self-improving autonomous agents; pick toolhive if toolHive is an enterprise-grade platform designed specifically for managing and running Model Context Protocol (MCP) servers in Go.
Markdown twin · hive alternatives · toolhive alternatives
GraphCanon updated Sep 30, 2026
7views this month
Trust & integrity
| Signal | hive | toolhive |
|---|---|---|
| Maintenance | Very active (4d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- hive
- Multi-Agent Harness for Production AI
- toolhive
- Enterprise-grade platform for running and managing MCP servers
Stars
- hive
- 11k
- toolhive
- 2.2k
Forks
- hive
- 5.7k
- toolhive
- 300
Open issues
- hive
- 1.4k
- toolhive
- 370
Language
- hive
- Python
- toolhive
- Go
Adopt for
- hive
- Hive is a Python-based multi-agent framework for production AI, emphasizing human-in-the-loop operations and self-improving autonomous agents.
- toolhive
- ToolHive is an enterprise-grade platform designed specifically for managing and running Model Context Protocol (MCP) servers in Go.
Persona
- hive
- -
- toolhive
- -
Runtime
- hive
- -
- toolhive
- -
License
- hive
- Apache-2.0
- toolhive
- Apache-2.0
Last pushed
- hive
- Sep 14, 2026
- toolhive
- Sep 19, 2026
Categories
- hive
- AI Agents
- toolhive
- AI Agents, Inference & Serving
Trust and health
Days since push
- hive
- 4d
- toolhive
- 0d
Open issues (now)
- hive
- 1.4k
- toolhive
- 370
Stars delta
- hive
- +318 (30d)
- toolhive
- +217 (30d)
Open issues delta
- hive
- +41 (30d)
- toolhive
- +63 (30d)
OSV dependency advisories
- hive
- No published findings from this source as of 2026-09-18
- toolhive
- No lockfile (source not queried)
Full report
- hive
- Trust report
- toolhive
- Trust report
Choose hive if…
- hive is primarily Python; toolhive is Go.
- Tags unique to hive: agent, agent-framework, agent-skills, anthropic.
- When you need a framework that supports human-in-the-loop operations for better oversight and control over AI agents.
When NOT to use hive
- If your team lacks the expertise to manually set up the environment as Hive does not support installation via pip.
- When you require a more straightforward setup process, as Hive's setup involves using a quickstart script and not pip.
- If your project does not benefit from or require the complexity of multi-agent operations and human-in-the-loop capabilities.
Choose toolhive if…
- toolhive is primarily Go; hive is Python.
- Tags unique to toolhive: ai, ai-security, aicodeassistant, golang.
- Also covers Inference & Serving.
- When your infrastructure relies on the Model Context Protocol (MCP), ToolHive offers a dedicated solution to manage these servers.
When NOT to use toolhive
- Avoid using ToolHive if your organization's server management does not involve Model Context Protocol (MCP).
- Do not consider this platform when the primary language for development is not Go, given that ToolHive is fully supported and optimized in Go.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (aden-hive/hive) · observed Sep 20, 2026
- GitHub forks (aden-hive/hive) · observed Sep 20, 2026
- Last push (aden-hive/hive) · observed Sep 14, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 30, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (stacklok/toolhive) · observed Sep 20, 2026
- GitHub forks (stacklok/toolhive) · observed Sep 20, 2026
- Last push (stacklok/toolhive) · observed Sep 19, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: hive 11k · toolhive 2.2k (synced Sep 20, 2026).
Common questions
- What is the difference between hive and toolhive?
- hive: Multi-Agent Harness for Production AI. toolhive: Enterprise-grade platform for running and managing MCP servers. See the comparison table for live GitHub stats and shared categories.
- When should I choose hive over toolhive?
- Choose hive over toolhive when hive is primarily Python; toolhive is Go; Tags unique to hive: agent, agent-framework, agent-skills, anthropic; When you need a framework that supports human-in-the-loop operations for better oversight and control over AI agents.
- When should I choose toolhive over hive?
- Choose toolhive over hive when toolhive is primarily Go; hive is Python; Tags unique to toolhive: ai, ai-security, aicodeassistant, golang; Also covers Inference & Serving; When your infrastructure relies on the Model Context Protocol (MCP), ToolHive offers a dedicated solution to manage these servers.
- When should I avoid hive?
- If your team lacks the expertise to manually set up the environment as Hive does not support installation via pip. When you require a more straightforward setup process, as Hive's setup involves using a quickstart script and not pip. If your project does not benefit from or require the complexity of multi-agent operations and human-in-the-loop capabilities.
- When should I avoid toolhive?
- Avoid using ToolHive if your organization's server management does not involve Model Context Protocol (MCP). Do not consider this platform when the primary language for development is not Go, given that ToolHive is fully supported and optimized in Go.
- Is hive or toolhive more popular on GitHub?
- hive has more GitHub stars (11,052 vs 2,193). Stars measure visibility, not whether either tool fits your constraints.
- Are hive and toolhive open source?
- Yes - both are open-source projects on GitHub (hive: Apache-2.0, toolhive: Apache-2.0).
- Where can I find alternatives to hive or toolhive?
- GraphCanon lists graph-backed alternatives at hive alternatives and toolhive alternatives (hive markdown twin, toolhive 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, hive or toolhive?
- hive: Very active. toolhive: 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 hive and toolhive?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hive trust report; toolhive trust report.