FullSense ™ — llmesh

Part of the FullSense ™ family — llmesh ・ llive ・ llove の 3 製品で構成される FullSense ブランドの中で、本サイトは llmesh (secure LLM hub over MCP) の公式 documentation です。

FullSense Family

flowchart TD
    F["<b>FullSense ™</b><br/>umbrella brand &amp; spec"]
    LM["<b>llmesh</b><br/>secure LLM hub<br/>(on-prem MCP)"]
    LI["<b>llive</b><br/>self-evolving memory"]
    LO["<b>llove</b><br/>TUI dashboard"]
    F --> LM
    F --> LI
    F --> LO
    LM <-.->|MCP| LI
    LM <-.->|hub| LO
    style F fill:#fef3c7,stroke:#f59e0b,stroke-width:2px
    style LM fill:#dbeafe,stroke:#3b82f6,stroke-width:2px

Product	Role	Site
llmesh	secure LLM hub / on-prem MCP server	this site
llive	self-evolving modular memory LLM framework	https://furuse-kazufumi.github.io/llive/
llove	TUI dashboard / HITL workbench	https://furuse-kazufumi.github.io/llove/

Architecture — Secure LLM Hub (MCP) Topology

llmesh は on-prem MCP server として複数の LLM client (Claude Desktop / LM Studio / Open WebUI / Cursor) を 1 つの hub に集約し、プライバシーフィルタ + 監査チェーンを挟む。

flowchart LR
    CD["Claude Desktop"]
    LMS["LM Studio"]
    OWUI["Open WebUI"]
    CUR["Cursor"]

    subgraph HUB["llmesh hub<br/>(on-prem)"]
        MCP["MCP server"]
        PRIV["Privacy<br/>Filter"]
        AUD["Audit<br/>Chain<br/>(SHA-256)"]
    end

    BE1["LLM backend<br/>(Ollama)"]
    BE2["LLM backend<br/>(OpenAI API)"]
    BE3["LLM backend<br/>(Anthropic API)"]

    CD --> MCP
    LMS --> MCP
    OWUI --> MCP
    CUR --> MCP
    MCP --> PRIV
    PRIV --> AUD
    AUD --> BE1
    AUD --> BE2
    AUD --> BE3

    style HUB fill:#dbeafe,stroke:#3b82f6,stroke-width:2px
    style PRIV fill:#fee2e2,stroke:#ef4444
    style AUD fill:#e0e7ff,stroke:#6366f1

Quick Start

pip install llmesh

詳細は README.md を参照。

Documentation

Topic	File
Architecture	ARCHITECTURE.md
API stability	API_STABILITY.md
Deployment	DEPLOYMENT.md
Development	DEVELOPMENT.md
Glossary	GLOSSARY.md
Industrial guide	INDUSTRIAL_GUIDE.md
Migration	MIGRATION.md
Observability	OBSERVABILITY.md
Peering	PEERING.md
Performance	PERFORMANCE.md
Platforms	PLATFORMS.md
Requirements	REQUIREMENTS.md
Roadmap	ROADMAP.md
Security model	SECURITY.md
Setup	SETUP.md
Changelog	CHANGELOG.md

FullSense ™ — llmesh

FullSense Family

Architecture — Secure LLM Hub (MCP) Topology

Quick Start

Documentation

Links