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Dinesh Kumar

Building Dominion Observatory — the neutral trust layer for the agent economy. I measure whether MCP servers actually work, so agents don't wire into black boxes.

Location Singapore Joined Joined on  Personal website https://dominionobservatory.com/
We tried to independently verify all 22,561 MCP servers. Only 18 could be checked.

We tried to independently verify all 22,561 MCP servers. Only 18 could be checked.

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2 min read

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How to vet an MCP server before your AI agent calls it (and auto-block the risky ones)

How to vet an MCP server before your AI agent calls it (and auto-block the risky ones)

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4 min read
I checked 22,561 MCP servers. Almost none have a reliability record. Here's how to vet one before you ship.

I checked 22,561 MCP servers. Almost none have a reliability record. Here's how to vet one before you ship.

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3 min read
I deduplicated every MCP registry into one index. Here's what 22,561 servers actually look like

I deduplicated every MCP registry into one index. Here's what 22,561 servers actually look like

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We Scored 14,824 MCP Servers on Behavioral Trust — Here's What We Found

We Scored 14,824 MCP Servers on Behavioral Trust — Here's What We Found

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Stop Blindly Trusting MCP Servers — Add a Trust Gate to Your AI Agent in 5 Lines

Stop Blindly Trusting MCP Servers — Add a Trust Gate to Your AI Agent in 5 Lines

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2 min read
Stop Blindly Trusting MCP Servers — Add a Trust Gate to Your AI Agent in 5 Lines

Stop Blindly Trusting MCP Servers — Add a Trust Gate to Your AI Agent in 5 Lines

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2 min read
Why Your AI Agents Need Behavioral Trust Scoring Before Calling MCP Tools

Why Your AI Agents Need Behavioral Trust Scoring Before Calling MCP Tools

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2 min read
We Scored 14,800+ MCP Servers on Behavioral Trust. Here's What We Found.

We Scored 14,800+ MCP Servers on Behavioral Trust. Here's What We Found.

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5 min read
We Analyzed 4,584 MCP Servers — The Average Trust Score Is 53.9 Out of 100

We Analyzed 4,584 MCP Servers — The Average Trust Score Is 53.9 Out of 100

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3 min read
LangChain's EU AI Act Feature Request Already Has an Answer — and It's a 13-Line Callback Handler

LangChain's EU AI Act Feature Request Already Has an Answer — and It's a 13-Line Callback Handler

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3 min read
dominion-observatory-langchain — one-line trust telemetry for LangChain agents

dominion-observatory-langchain — one-line trust telemetry for LangChain agents

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2 min read
I built a LangChain integration that stops your agent from calling broken MCP servers

I built a LangChain integration that stops your agent from calling broken MCP servers

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2 min read
I built the first EU AI Act Article 12 export for MCP servers. 95% of the data was synthetic. Here's why I published it anyway.

I built the first EU AI Act Article 12 export for MCP servers. 95% of the data was synthetic. Here's why I published it anyway.

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2 min read
I exported the first MCP server interaction log in EU AI Act Article 12 format — here's what it looks like

I exported the first MCP server interaction log in EU AI Act Article 12 format — here's what it looks like

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4 min read
Your MCP server just started telling on itself (in a good way)

Your MCP server just started telling on itself (in a good way)

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3 min read
Even CrowdStrike Can't See Your Agents

Even CrowdStrike Can't See Your Agents

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4 min read
Why Static MCP Quality Scores Are Not Enough

Why Static MCP Quality Scores Are Not Enough

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1 min read
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