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    <title>DEV Community: freen cikaliloar</title>
    <description>The latest articles on DEV Community by freen cikaliloar (@freen_cikaliloar_cbc212ed).</description>
    <link>https://dev.to/freen_cikaliloar_cbc212ed</link>
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      <title>DEV Community: freen cikaliloar</title>
      <link>https://dev.to/freen_cikaliloar_cbc212ed</link>
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      <title>I built a self-hosted MCP control layer for enterprise systems — permissions, audit, human-in-the-loop</title>
      <dc:creator>freen cikaliloar</dc:creator>
      <pubDate>Tue, 13 Oct 2026 12:49:21 +0000</pubDate>
      <link>https://dev.to/freen_cikaliloar_cbc212ed/i-built-a-self-hosted-mcp-control-layer-for-enterprise-systems-permissions-audit-4hh4</link>
      <guid>https://dev.to/freen_cikaliloar_cbc212ed/i-built-a-self-hosted-mcp-control-layer-for-enterprise-systems-permissions-audit-4hh4</guid>
      <description>&lt;p&gt;&lt;strong&gt;Full disclosure: I'm the author.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What it is:&lt;/strong&gt; a self-hosted MCP control layer. It exposes your enterprise systems as MCP tools and puts permissions, audit and approval gates on top of them.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Why I built it:&lt;/strong&gt; every time we let an agent near a client's real systems, the same three questions came up — what can it see, how does it reach our systems, and who approved what it did. Nobody had a good answer that wasn't hand-rolled per project.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What's in it:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Per-dataset access control — configurable who-sees-what, sensitive fields auto-masked&lt;/li&gt;
&lt;li&gt;Plugin engine — generates connectors from templates instead of bespoke code per system&lt;/li&gt;
&lt;li&gt;Full audit trail — every call logged and traceable&lt;/li&gt;
&lt;li&gt;Human-in-the-loop — critical actions are reviewed before they execute&lt;/li&gt;
&lt;li&gt;Docker Compose, runs fully on your intranet — data never leaves your network&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;One honest note:&lt;/strong&gt; this is a China-origin project, so the built-in connectors are China-native (Feishu/Lark, WeCom, DingTalk). That doesn't limit the engine — it generates the rest from templates. If you need one that isn't there, open an issue and I'll ship it.&lt;/p&gt;

&lt;p&gt;It's not an agent. It doesn't think or plan. It's the layer that lets any agent in over MCP.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Repo:&lt;/strong&gt; &lt;a href="https://github.com/apex-freen/fde-mcp-blade" rel="noopener noreferrer"&gt;https://github.com/apex-freen/fde-mcp-blade&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;Live demo:&lt;/strong&gt; &lt;a href="https://fde.agent-plat.com" rel="noopener noreferrer"&gt;https://fde.agent-plat.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Happy to answer anything about the architecture — that's what I'm here for.&lt;/p&gt;

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      <category>agents</category>
      <category>ai</category>
      <category>mcp</category>
      <category>security</category>
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