What is the difference between claudectl and claude-mem?

claudectl: Orchestrate a swarm of Claude Code agents with a local brain that learns from you.. claude-mem: Persistent Context Across Sessions for Every Agent. See the comparison table for live GitHub stats and shared categories.

When should I choose claudectl over claude-mem?

Choose claudectl over claude-mem when claudectl is primarily Rust; claude-mem is JavaScript; License: claudectl is MIT, claude-mem is Apache-2.0; Tags unique to claudectl: agent-orchestration, claude code, cli, coding-agent; Also covers LLM Frameworks.

When should I choose claude-mem over claudectl?

Choose claude-mem over claudectl when claude-mem is primarily JavaScript; claudectl is Rust; License: claude-mem is Apache-2.0, claudectl is MIT; Requirements: Requires Node.js v20.0.0 or higher.; Must have the latest version of Claude Code with plugin support.; Auto-installs Bun (JavaScript runtime and process manager) if not already present.; Requires uv (Python package for vector search), auto-installation supported.; Tags unique to claude-mem: ai-agents, ai-memory, chromadb, long-term-memory; When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents.

When should I avoid claudectl?

AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.

When should I avoid claude-mem?

When working in environments where Node.js v20.0.0 or higher cannot be installed, as claude-mem requires this version to operate. If your specific AI agent or tool does not integrate with the supported frameworks listed (e.g., Claude Code, OpenClaw), making context persistence ineffective for your workflow.

Is claudectl or claude-mem more popular on GitHub?

claude-mem has more GitHub stars (86,816 vs 191). Stars measure visibility, not whether either tool fits your constraints.

Are claudectl and claude-mem open source?

Yes - both are open-source projects on GitHub (claudectl: MIT, claude-mem: Apache-2.0).

Where can I find alternatives to claudectl or claude-mem?

GraphCanon lists graph-backed alternatives at claudectl alternatives (https://www.graphcanon.com/tools/mercurialsolo-claudectl/alternatives) and claude-mem alternatives (https://www.graphcanon.com/tools/thedotmack-claude-mem/alternatives) (claudectl markdown twin (https://www.graphcanon.com/tools/mercurialsolo-claudectl/alternatives.md), claude-mem markdown twin (https://www.graphcanon.com/tools/thedotmack-claude-mem/alternatives.md)), 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 (https://www.graphcanon.com/compare/mercurialsolo-claudectl-vs-thedotmack-claude-mem.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, claudectl or claude-mem?

claudectl: Very active. claude-mem: 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 claudectl and claude-mem?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: claudectl trust report (https://www.graphcanon.com/tools/mercurialsolo-claudectl/trust); claude-mem trust report (https://www.graphcanon.com/tools/thedotmack-claude-mem/trust).

Home/Compare/claudectl vs claude-mem

Comparison

claudectl vs claude-mem

Verdict

Pick claudectl when claudectl is primarily Rust; claude-mem is JavaScript; pick claude-mem when claude-mem is primarily JavaScript; claudectl is Rust.

Markdown twin · claudectl alternatives · claude-mem alternatives

GraphCanon updated today

claudectl

mercurialsolo/claudectl

★ 191pushed Jul 10, 2026

claude-mem

thedotmack/claude-mem

★ 87kpushed Jul 9, 2026

Trust & integrity

Signal	claudectl	claude-mem
Maintenance	Very active (5d since push) As of today · github_public_v1	Very active (1d since push) As of 4d · github_public_v1
Provenance	Not a fork · Personal account As of today · github_public_v1	Not a fork · Personal account As of 4d · github_public_v1
OSV dependency advisories	No lockfile (source not queried) As of today · osv@v1	No lockfile (source not queried) As of 4d · 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

claudectl trust report claude-mem trust report Trust methodology

Tagline

claudectl: Orchestrate a swarm of Claude Code agents with a local brain that learns from you.
claude-mem: Persistent Context Across Sessions for Every Agent

Stars

claudectl: 191
claude-mem: 87k

Forks

claudectl: 20
claude-mem: 7.5k

Open issues

claudectl: 57
claude-mem: 252

Language

claudectl: Rust
claude-mem: JavaScript

Adopt for

claudectl: -
claude-mem: claude-mem provides persistent context across sessions, leveraging AI to capture and compress agent activity.

Persona

claudectl: -
claude-mem: -

Runtime

claudectl: -
claude-mem: -

License

claudectl: MIT
claude-mem: Claude-Mem is distributed under the Apache License 2.0, allowing it to be freely used in a variety of development and production environments while maintaining clear licensing terms.

Last pushed

claudectl: Jul 10, 2026
claude-mem: Jul 9, 2026

	claudectl	claude-mem
Tagline	Orchestrate a swarm of Claude Code agents with a local brain that learns from you.	Persistent Context Across Sessions for Every Agent
Stars	191	87k
Forks	20	7.5k
Open issues	57	252
Language	Rust	JavaScript
Adopt for	-	claude-mem provides persistent context across sessions, leveraging AI to capture and compress agent activity.
Persona	-	-
Runtime	-	-
License	MIT	Claude-Mem is distributed under the Apache License 2.0, allowing it to be freely used in a variety of development and production environments while maintaining clear licensing terms.
Last pushed	Jul 10, 2026	Jul 9, 2026
Categories	AI Agents, Inference & Serving, LLM Frameworks	AI Agents, Inference & Serving
Trust and health
Days since push	5d	1d
Open issues (now)	57	252
Full report	Trust report	Trust report

Choose claudectl if…

claudectl is primarily Rust; claude-mem is JavaScript.
License: claudectl is MIT, claude-mem is Apache-2.0.
Tags unique to claudectl: agent-orchestration, claude code, cli, coding-agent.
Also covers LLM Frameworks.

When NOT to use claudectl

AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.

GitHub Details

Choose claude-mem if…

claude-mem is primarily JavaScript; claudectl is Rust.
License: claude-mem is Apache-2.0, claudectl is MIT.
Requirements: Requires Node.js v20.0.0 or higher.; Must have the latest version of Claude Code with plugin support.; Auto-installs Bun (JavaScript runtime and process manager) if not already present.; Requires uv (Python package for vector search), auto-installation supported..
Tags unique to claude-mem: ai-agents, ai-memory, chromadb, long-term-memory.
When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents.

When NOT to use claude-mem

When working in environments where Node.js v20.0.0 or higher cannot be installed, as claude-mem requires this version to operate.
If your specific AI agent or tool does not integrate with the supported frameworks listed (e.g., Claude Code, OpenClaw), making context persistence ineffective for your workflow.

GitHub Details

Explore

claudectl trust report →claude-mem trust report →AI Agents category →Inference & Serving category →LLM Frameworks category →All comparisons Stack workflows Trending tools

Related comparisons

langchain vs llama_index langgraph vs crewAI haystack vs langchain ollama vs llama.cpp langchain vs langgraph openlit vs openllmetry

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars (mercurialsolo/claudectl) · observed Jul 15, 2026
GitHub forks (mercurialsolo/claudectl) · observed Jul 15, 2026
Last push (mercurialsolo/claudectl) · observed Jul 10, 2026
License file (MIT) · observed Jul 15, 2026
Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars (thedotmack/claude-mem) · observed Jul 11, 2026
GitHub forks (thedotmack/claude-mem) · observed Jul 11, 2026
Last push (thedotmack/claude-mem) · observed Jul 9, 2026
License file (Apache-2.0) · observed Jul 11, 2026
Decision facts (enrichment) · observed Jul 11, 2026
Trust scan (lockfile / OSV) · observed Jul 11, 2026

GitHub stars on cards: claudectl 191 · claude-mem 87k (synced Jul 15, 2026).

Common questions

What is the difference between claudectl and claude-mem?: claudectl: Orchestrate a swarm of Claude Code agents with a local brain that learns from you.. claude-mem: Persistent Context Across Sessions for Every Agent. See the comparison table for live GitHub stats and shared categories.
When should I choose claudectl over claude-mem?: Choose claudectl over claude-mem when claudectl is primarily Rust; claude-mem is JavaScript; License: claudectl is MIT, claude-mem is Apache-2.0; Tags unique to claudectl: agent-orchestration, claude code, cli, coding-agent; Also covers LLM Frameworks.
When should I choose claude-mem over claudectl?: Choose claude-mem over claudectl when claude-mem is primarily JavaScript; claudectl is Rust; License: claude-mem is Apache-2.0, claudectl is MIT; Requirements: Requires Node.js v20.0.0 or higher.; Must have the latest version of Claude Code with plugin support.; Auto-installs Bun (JavaScript runtime and process manager) if not already present.; Requires uv (Python package for vector search), auto-installation supported.; Tags unique to claude-mem: ai-agents, ai-memory, chromadb, long-term-memory; When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents.
When should I avoid claudectl?: AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
When should I avoid claude-mem?: When working in environments where Node.js v20.0.0 or higher cannot be installed, as claude-mem requires this version to operate. If your specific AI agent or tool does not integrate with the supported frameworks listed (e.g., Claude Code, OpenClaw), making context persistence ineffective for your workflow.
Is claudectl or claude-mem more popular on GitHub?: claude-mem has more GitHub stars (86,816 vs 191). Stars measure visibility, not whether either tool fits your constraints.
Are claudectl and claude-mem open source?: Yes - both are open-source projects on GitHub (claudectl: MIT, claude-mem: Apache-2.0).
Where can I find alternatives to claudectl or claude-mem?: GraphCanon lists graph-backed alternatives at claudectl alternatives and claude-mem alternatives (claudectl markdown twin, claude-mem 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, claudectl or claude-mem?: claudectl: Very active. claude-mem: 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 claudectl and claude-mem?: GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: claudectl trust report; claude-mem trust report.