--- title: "agenticSeek vs semble" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/fosowl-agenticseek-vs-minishlab-semble" tools: ["fosowl-agenticseek", "minishlab-semble"] --- # agenticSeek vs semble *GraphCanon updated Sep 20, 2026* ## Verdict Pick agenticSeek if agenticSeek is a fully local AI agent that operates autonomously, capable of web browsing and coding without relying on external APIs or high-cost subscriptions; pick semble if semble is a Python-based tool that facilitates fast and accurate code search for AI agents with up to 98% fewer tokens compared to traditional grep+read methods. [agenticSeek](http://agenticseek.tech) reports 27k GitHub stars, 3.0k forks, and 27 open issues, last pushed Sep 13, 2026. [semble](https://minish.ai/packages/semble/introduction/) has 6.1k stars, 269 forks, and 6 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [agenticSeek's repository](https://github.com/Fosowl/agenticSeek) and [semble's repository](https://github.com/MinishLab/semble). | | [agenticSeek](/tools/fosowl-agenticseek.md) | [semble](/tools/minishlab-semble.md) | | --- | --- | --- | | Tagline | Autonomous agent for local AI tasks, web browsing, and coding | Fast and Accurate Code Search for Agents | | Stars | 27,244 | 6,112 | | Forks | 3,050 | 269 | | Open issues | 27 | 6 | | Language | Python | Python | | Adopt for | agenticSeek is a fully local AI agent that operates autonomously, capable of web browsing and coding without relying on external APIs or high-cost subscriptions. | Semble is a Python-based tool that facilitates fast and accurate code search for AI agents with up to 98% fewer tokens compared to traditional grep+read methods. | | Persona | - | - | | Runtime | - | - | | License | agenticSeek is licensed under the GPL-3.0 license, which is a copyleft license that requires derivative works to be released under the same license terms. | MIT | | Categories | AI Agents, LLM Frameworks | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agenticSeek](/tools/fosowl-agenticseek.md) | [semble](/tools/minishlab-semble.md) | | --- | --- | --- | | Days since push | 4d | 1d | | Open issues (now) | 27 | 6 | | Stars delta | +374 (30d) | +432 (30d) | | Open issues delta | -8 (30d) | -1 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/fosowl-agenticseek/trust.md) | [trust report](/tools/minishlab-semble/trust.md) | ## Decision facts: agenticSeek - **Pricing:** freemium - agenticSeek is free to use, but users must cover the cost of running the software on their local hardware. - **Adopt for:** agenticSeek is a fully local AI agent that operates autonomously, capable of web browsing and coding without relying on external APIs or high-cost subscriptions. - **License detail:** agenticSeek is licensed under the GPL-3.0 license, which is a copyleft license that requires derivative works to be released under the same license terms. ## Decision facts: semble - **Requirements:** Operating with Python, Semble does not require Docker for its operation. - **Adopt for:** Semble is a Python-based tool that facilitates fast and accurate code search for AI agents with up to 98% fewer tokens compared to traditional grep+read methods. ## Choose when ### Choose agenticSeek if… - License: agenticSeek is GPL-3.0, semble is MIT. - Pricing: agenticSeek is free to use, but users must cover the cost of running the software on their local hardware.. - Tags unique to agenticSeek: agentic-ai, ai, autonomous-agents, deepseek-r1. - Also covers LLM Frameworks. - agenticSeek ships Docker support for self-hosted deployment. - Use agenticSeek when you need a fully local AI agent that can perform autonomous tasks, web browsing, and coding without the need for external APIs or high-cost subscriptions. ### Choose semble if… - License: semble is MIT, agenticSeek is GPL-3.0. - Requirements: Operating with Python, Semble does not require Docker for its operation.. - Tags unique to semble: code-search, embeddings, mcp, retrieval. - Also covers Data & Retrieval. - - Use Semble when you are specifically working with AI agents or models and require efficient, token-economical code search operations. ## When NOT to use agenticSeek - Avoid using agenticSeek if your hardware cannot support running LLMs locally, as it does not provide an option to use external APIs for LLM services. - Do not use agenticSeek if you require stealth mode for web browsing, as the Docker volume mount approach may not work with `undetected_chromedriver`. - If you need to run agenticSeek in an environment where the Docker bridge cannot connect to the host's Ollama server, this tool may not be suitable without additional configuration. ## When NOT to use semble - - Avoid using Semble if your use case does not involve AI agents or the model-context-protocol (MCP). Competitor tools might offer better features tailored to non-agent-based code search. - - Not recommended in scenarios where token efficiency is not a concern, as competitors may provide more versatile functionalities without focusing on token reduction. ## Common questions ### What is the difference between agenticSeek and semble? agenticSeek: Autonomous agent for local AI tasks, web browsing, and coding. semble: Fast and Accurate Code Search for Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose agenticSeek over semble? Choose agenticSeek over semble when License: agenticSeek is GPL-3.0, semble is MIT; Pricing: agenticSeek is free to use, but users must cover the cost of running the software on their local hardware.; Tags unique to agenticSeek: agentic-ai, ai, autonomous-agents, deepseek-r1; Also covers LLM Frameworks; agenticSeek ships Docker support for self-hosted deployment; Use agenticSeek when you need a fully local AI agent that can perform autonomous tasks, web browsing, and coding without the need for external APIs or high-cost subscriptions. ### When should I choose semble over agenticSeek? Choose semble over agenticSeek when License: semble is MIT, agenticSeek is GPL-3.0; Requirements: Operating with Python, Semble does not require Docker for its operation.; Tags unique to semble: code-search, embeddings, mcp, retrieval; Also covers Data & Retrieval; - Use Semble when you are specifically working with AI agents or models and require efficient, token-economical code search operations. ### When should I avoid agenticSeek? Avoid using agenticSeek if your hardware cannot support running LLMs locally, as it does not provide an option to use external APIs for LLM services. Do not use agenticSeek if you require stealth mode for web browsing, as the Docker volume mount approach may not work with `undetected_chromedriver`. If you need to run agenticSeek in an environment where the Docker bridge cannot connect to the host's Ollama server, this tool may not be suitable without additional configuration. ### When should I avoid semble? - Avoid using Semble if your use case does not involve AI agents or the model-context-protocol (MCP). Competitor tools might offer better features tailored to non-agent-based code search. - Not recommended in scenarios where token efficiency is not a concern, as competitors may provide more versatile functionalities without focusing on token reduction. ### Is agenticSeek or semble more popular on GitHub? agenticSeek has more GitHub stars (27,244 vs 6,112). Stars measure visibility, not whether either tool fits your constraints. ### Are agenticSeek and semble open source? Yes - both are open-source projects on GitHub (agenticSeek: GPL-3.0, semble: MIT). ### Where can I find alternatives to agenticSeek or semble? GraphCanon lists graph-backed alternatives at [agenticSeek alternatives](/tools/fosowl-agenticseek/alternatives) and [semble alternatives](/tools/minishlab-semble/alternatives) ([agenticSeek markdown twin](/tools/fosowl-agenticseek/alternatives.md), [semble markdown twin](/tools/minishlab-semble/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](/compare/fosowl-agenticseek-vs-minishlab-semble.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agenticSeek or semble? agenticSeek: Very active. semble: 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 agenticSeek and semble? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agenticSeek trust report](/tools/fosowl-agenticseek/trust); [semble trust report](/tools/minishlab-semble/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=fosowl-agenticseek`](/api/graphcanon/graph?tool=fosowl-agenticseek) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_