Comparison
hive vs toolhive
Verdict
Pick hive if hive is a multi-agent framework designed specifically for production-level AI applications, emphasizing agent automation and self-improvement through a Python-based environment; 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 3w
Trust & integrity
| Signal | hive | toolhive |
|---|---|---|
| Maintenance | Steady (50d since push) As of 1mo · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1mo · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- 2.0k
Forks
- hive
- 5.7k
- toolhive
- 261
Open issues
- hive
- 1.3k
- toolhive
- 307
Language
- hive
- Python
- toolhive
- Go
Adopt for
- hive
- Hive is a multi-agent framework designed specifically for production-level AI applications, emphasizing agent automation and self-improvement through a Python-based environment.
- 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
- May 29, 2026
- toolhive
- Jul 26, 2026
Categories
- hive
- AI Agents
- toolhive
- AI Agents, Inference & Serving
Trust and health
Maintenance
- hive
- Steady (60%)
- toolhive
- Very active (96%)
Days since push
- hive
- 50d
- toolhive
- 0d
Open issues (now)
- hive
- 1.3k
- toolhive
- 307
OSV dependency advisories
- hive
- No published findings from this source as of 2026-07-11
- toolhive
- No lockfile (source not queried)
Full report
- hive
- Trust report
- toolhive
- Trust report
Choose hive if…
- hive is primarily Python; toolhive is Go.
- Requirements: Hive cannot be installed using 'pip install'. Instead, users must follow specific setup instructions including the quickstart script provided in the README.; The framework requires use of a `uv` workspace layout for correct functionality..
- Tags unique to hive: agent-framework, automation, openai, self-hosted.
- Use Hive when you need an advanced multi-agent system designed to support autonomous operation and continuous improvement in production environments.
When NOT to use hive
- Avoid using Hive if you prefer lightweight, easy-to-install tools since it does not support installation via pip and has specific setup requirements.
- Do not use if the requirement is for a tool that can be immediately deployed without setting up a uv workspace layout environment as specified by the Hive documentation.
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 Jul 19, 2026
- GitHub forks (aden-hive/hive) · observed Jul 19, 2026
- Last push (aden-hive/hive) · observed May 29, 2026
- License file (Apache-2.0) · observed Jul 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (stacklok/toolhive) · observed Jul 27, 2026
- GitHub forks (stacklok/toolhive) · observed Jul 27, 2026
- Last push (stacklok/toolhive) · observed Jul 26, 2026
- License file (Apache-2.0) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: hive 11k · toolhive 2.0k (synced Jul 19, 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; Requirements: Hive cannot be installed using 'pip install'. Instead, users must follow specific setup instructions including the quickstart script provided in the README.; The framework requires use of a
uvworkspace layout for correct functionality.; Tags unique to hive: agent-framework, automation, openai, self-hosted; Use Hive when you need an advanced multi-agent system designed to support autonomous operation and continuous improvement in production environments. - 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?
- Avoid using Hive if you prefer lightweight, easy-to-install tools since it does not support installation via pip and has specific setup requirements. Do not use if the requirement is for a tool that can be immediately deployed without setting up a uv workspace layout environment as specified by the Hive documentation.
- 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 (10,734 vs 1,976). 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: Steady. 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.