Comparison
hivemind vs Acontext
Verdict
Pick hivemind if hivemind stands out for its capabilities in converting traces into reusable skills across multiple AI agents using embeddings; pick Acontext if acontext targets those needing advanced context engineering and observability for AI agents in their systems, leveraging its JavaScript focus.
Markdown twin · hivemind alternatives · Acontext alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | hivemind | Acontext |
|---|---|---|
| Maintenance | Very active (1d since push) As of 3w · github_public_v1 | Very active (6d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- hivemind
- Hivemind turns your traces into reusable skills across agents
- Acontext
- Agent Skills as a Memory Layer
Stars
- hivemind
- 1.5k
- Acontext
- 3.6k
Forks
- hivemind
- 94
- Acontext
- 326
Open issues
- hivemind
- 39
- Acontext
- 36
Language
- hivemind
- TypeScript
- Acontext
- JavaScript
Adopt for
- hivemind
- Hivemind stands out for its capabilities in converting traces into reusable skills across multiple AI agents using embeddings.
- Acontext
- Acontext targets those needing advanced context engineering and observability for AI agents in their systems, leveraging its JavaScript focus.
Persona
- hivemind
- -
- Acontext
- -
Runtime
- hivemind
- -
- Acontext
- -
License
- hivemind
- Apache-2.0
- Acontext
- Apache-2.0
Last pushed
- hivemind
- Jul 21, 2026
- Acontext
- Jul 14, 2026
Categories
- hivemind
- AI Agents
- Acontext
- AI Agents, Evaluation & Observability
Trust and health
Days since push
- hivemind
- 1d
- Acontext
- 6d
Open issues (now)
- hivemind
- 39
- Acontext
- 36
Full report
- hivemind
- Trust report
- Acontext
- Trust report
Choose hivemind if…
- hivemind is primarily TypeScript; Acontext is JavaScript.
- Tags unique to hivemind: ai-agents, ai-memory, embeddings, long-term-memory.
- hivemind ships an MCP server manifest.
- - When you are working on an environment where multiple AI agents need to share and use the same set of skills derived from historical interactions or traces.
When NOT to use hivemind
- - When your application does not require skill reuse across multiple AI agents, as Hivemind’s forte is in enabling such cross-agent knowledge and behavior sharing.
- - If you are looking for a standalone solution without integrating traces into reusable skills; Hivemind leans towards managing skills via traces.
Choose Acontext if…
- Acontext is primarily JavaScript; hivemind is TypeScript.
- Pricing: Not specified. The open-source Apache-2.0 license suggests free usage..
- Requirements: Supports Python and TypeScript SDK installation, favoring JavaScript for development.
- Tags unique to Acontext: agent-development-kit, ai-agent, llm-observability, memory.
- Also covers Evaluation & Observability.
- - You are working on an AI agent that requires a sophisticated memory layer to manage complex contexts effectively.
When NOT to use Acontext
- - If you need a solution focused purely on backend integration without emphasizing context engineering or the specific skills Acontext provides for agent observability.
- - When you do not require advanced memory management tools and simple data platforms sufficiently meet your needs, making alternatives more suitable.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (activeloopai/hivemind) · observed Jul 23, 2026
- GitHub forks (activeloopai/hivemind) · observed Jul 23, 2026
- Last push (activeloopai/hivemind) · observed Jul 21, 2026
- License file (Apache-2.0) · observed Jul 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (memodb-io/Acontext) · observed Jul 21, 2026
- GitHub forks (memodb-io/Acontext) · observed Jul 21, 2026
- Last push (memodb-io/Acontext) · observed Jul 14, 2026
- License file (Apache-2.0) · observed Jul 21, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: hivemind 1.5k · Acontext 3.6k (synced Jul 23, 2026).
Common questions
- What is the difference between hivemind and Acontext?
- hivemind: Hivemind turns your traces into reusable skills across agents. Acontext: Agent Skills as a Memory Layer. See the comparison table for live GitHub stats and shared categories.
- When should I choose hivemind over Acontext?
- Choose hivemind over Acontext when hivemind is primarily TypeScript; Acontext is JavaScript; Tags unique to hivemind: ai-agents, ai-memory, embeddings, long-term-memory; hivemind ships an MCP server manifest; - When you are working on an environment where multiple AI agents need to share and use the same set of skills derived from historical interactions or traces.
- When should I choose Acontext over hivemind?
- Choose Acontext over hivemind when Acontext is primarily JavaScript; hivemind is TypeScript; Pricing: Not specified. The open-source Apache-2.0 license suggests free usage.; Requirements: Supports Python and TypeScript SDK installation, favoring JavaScript for development; Tags unique to Acontext: agent-development-kit, ai-agent, llm-observability, memory; Also covers Evaluation & Observability; - You are working on an AI agent that requires a sophisticated memory layer to manage complex contexts effectively.
- When should I avoid hivemind?
- - When your application does not require skill reuse across multiple AI agents, as Hivemind’s forte is in enabling such cross-agent knowledge and behavior sharing. - If you are looking for a standalone solution without integrating traces into reusable skills; Hivemind leans towards managing skills via traces.
- When should I avoid Acontext?
- - If you need a solution focused purely on backend integration without emphasizing context engineering or the specific skills Acontext provides for agent observability. - When you do not require advanced memory management tools and simple data platforms sufficiently meet your needs, making alternatives more suitable.
- Is hivemind or Acontext more popular on GitHub?
- Acontext has more GitHub stars (3,583 vs 1,499). Stars measure visibility, not whether either tool fits your constraints.
- Are hivemind and Acontext open source?
- Yes - both are open-source projects on GitHub (hivemind: Apache-2.0, Acontext: Apache-2.0).
- Where can I find alternatives to hivemind or Acontext?
- GraphCanon lists graph-backed alternatives at hivemind alternatives and Acontext alternatives (hivemind markdown twin, Acontext 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, hivemind or Acontext?
- hivemind: Very active. Acontext: 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 hivemind and Acontext?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hivemind trust report; Acontext trust report.