Comparison
llm-wiki-agent vs memsearch
Verdict
Pick llm-wiki-agent if llm-wiki-agent serves as a self-maintained personal knowledge base using AI agents like Claude, Codex, OpenCode, and Gemini CLI; pick memsearch if memsearch is a hybrid memory management solution for AI agents with Markdown and Milvus backing, ideal for rich semantic search and long-term data storage.
Markdown twin · llm-wiki-agent alternatives · memsearch alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | llm-wiki-agent | memsearch |
|---|---|---|
| Maintenance | Very active (5d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2d · 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
- llm-wiki-agent
- A personal knowledge base that builds and maintains itself using various AI agents.
- memsearch
- A persistent, unified memory layer for all your AI agents backed by Markdown and Milvus.
Stars
- llm-wiki-agent
- 3.3k
- memsearch
- 2.5k
Forks
- llm-wiki-agent
- 388
- memsearch
- 231
Open issues
- llm-wiki-agent
- 3
- memsearch
- 240
Language
- llm-wiki-agent
- Python
- memsearch
- Python
Adopt for
- llm-wiki-agent
- llm-wiki-agent serves as a self-maintained personal knowledge base using AI agents like Claude, Codex, OpenCode, and Gemini CLI.
- memsearch
- memsearch is a hybrid memory management solution for AI agents with Markdown and Milvus backing, ideal for rich semantic search and long-term data storage.
Persona
- llm-wiki-agent
- -
- memsearch
- -
Runtime
- llm-wiki-agent
- -
- memsearch
- -
License
- llm-wiki-agent
- MIT
- memsearch
- MIT
Last pushed
- llm-wiki-agent
- Aug 3, 2026
- memsearch
- Aug 21, 2026
Categories
- llm-wiki-agent
- AI Agents, Data & Retrieval
- memsearch
- AI Agents, Data & Retrieval, Vector Databases
Trust and health
Days since push
- llm-wiki-agent
- 5d
- memsearch
- 0d
Open issues (now)
- llm-wiki-agent
- 3
- memsearch
- 240
Stars delta
- llm-wiki-agent
- Unknown
- memsearch
- +155 (30d)
Open issues delta
- llm-wiki-agent
- Unknown
- memsearch
- +9 (30d)
OSV dependency advisories
- llm-wiki-agent
- No published findings from this source as of 2026-07-11
- memsearch
- No lockfile (source not queried)
Full report
- llm-wiki-agent
- Trust report
- memsearch
- Trust report
Choose llm-wiki-agent if…
- Tags unique to llm-wiki-agent: ai-agent, automation, knowledge-base, llm.
- When you need to create an interlinked wiki without setting up API keys or configuring Python environments.
- More GitHub stars (3.3k vs 2.5k) - visibility, not fit.
When NOT to use llm-wiki-agent
- If the process requires strict privacy controls and no third-party AI agents can be used.
- When your project needs real-time interaction with APIs for dynamic content integration, as llm-wiki-agent does not support API-driven operations.
Choose memsearch if…
- Tags unique to memsearch: agent-memory, long-term-memory, milvus, semantic-search.
- Also covers Vector Databases.
- When you need robust integration with AI agents like Claude Code or Codex
When NOT to use memsearch
- If your application doesn't require integration with specific AI agents like Claude Code
- In cases where only simple text data storage without semantic search is needed
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (SamurAIGPT/llm-wiki-agent) · observed Aug 8, 2026
- GitHub forks (SamurAIGPT/llm-wiki-agent) · observed Aug 8, 2026
- Last push (SamurAIGPT/llm-wiki-agent) · observed Aug 3, 2026
- License file (MIT) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zilliztech/memsearch) · observed Aug 22, 2026
- GitHub forks (zilliztech/memsearch) · observed Aug 22, 2026
- Last push (zilliztech/memsearch) · observed Aug 21, 2026
- License file (MIT) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: llm-wiki-agent 3.3k · memsearch 2.5k (synced Aug 8, 2026).
Common questions
- What is the difference between llm-wiki-agent and memsearch?
- llm-wiki-agent: A personal knowledge base that builds and maintains itself using various AI agents.. memsearch: A persistent, unified memory layer for all your AI agents backed by Markdown and Milvus.. See the comparison table for live GitHub stats and shared categories.
- When should I choose llm-wiki-agent over memsearch?
- Choose llm-wiki-agent over memsearch when Tags unique to llm-wiki-agent: ai-agent, automation, knowledge-base, llm; When you need to create an interlinked wiki without setting up API keys or configuring Python environments; More GitHub stars (3.3k vs 2.5k) - visibility, not fit.
- When should I choose memsearch over llm-wiki-agent?
- Choose memsearch over llm-wiki-agent when Tags unique to memsearch: agent-memory, long-term-memory, milvus, semantic-search; Also covers Vector Databases; When you need robust integration with AI agents like Claude Code or Codex.
- When should I avoid llm-wiki-agent?
- If the process requires strict privacy controls and no third-party AI agents can be used. When your project needs real-time interaction with APIs for dynamic content integration, as llm-wiki-agent does not support API-driven operations.
- When should I avoid memsearch?
- If your application doesn't require integration with specific AI agents like Claude Code In cases where only simple text data storage without semantic search is needed
- Is llm-wiki-agent or memsearch more popular on GitHub?
- llm-wiki-agent has more GitHub stars (3,334 vs 2,491). Stars measure visibility, not whether either tool fits your constraints.
- Are llm-wiki-agent and memsearch open source?
- Yes - both are open-source projects on GitHub (llm-wiki-agent: MIT, memsearch: MIT).
- Where can I find alternatives to llm-wiki-agent or memsearch?
- GraphCanon lists graph-backed alternatives at llm-wiki-agent alternatives and memsearch alternatives (llm-wiki-agent markdown twin, memsearch 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, llm-wiki-agent or memsearch?
- llm-wiki-agent: Very active. memsearch: 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 llm-wiki-agent and memsearch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: llm-wiki-agent trust report; memsearch trust report.