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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.
vdineshk profile

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

#mcp #ai #security #devtools
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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)
vdineshk profile

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

#mcp #ai #security #webdev
Comments
4 min read
I checked 22,561 MCP servers. Almost none have a reliability record. Here's how to vet one before you ship.
vdineshk profile

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

#mcp #ai #security #webdev
Comments
3 min read
I deduplicated every MCP registry into one index. Here's what 22,561 servers actually look like
vdineshk profile

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

#ai #mcp #programming #devtools
1
Comments 1
2 min read
We Scored 14,824 MCP Servers on Behavioral Trust — Here's What We Found
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We Scored 14,824 MCP Servers on Behavioral Trust — Here's What We Found

#mcp #security #ai #llm
1
Comments 2
2 min read
Stop Blindly Trusting MCP Servers — Add a Trust Gate to Your AI Agent in 5 Lines
vdineshk profile

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

#ai #python #mcp #security
1
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2 min read
Stop Blindly Trusting MCP Servers — Add a Trust Gate to Your AI Agent in 5 Lines
vdineshk profile

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

#ai #langchain #python #security
Comments
2 min read
Why Your AI Agents Need Behavioral Trust Scoring Before Calling MCP Tools
vdineshk profile

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

#ai #security
Comments
2 min read
We Scored 14,800+ MCP Servers on Behavioral Trust. Here's What We Found.
vdineshk profile

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

#ai #mcp #security #agents
Comments 2
5 min read
We Analyzed 4,584 MCP Servers — The Average Trust Score Is 53.9 Out of 100
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We Analyzed 4,584 MCP Servers — The Average Trust Score Is 53.9 Out of 100

#mcp #security #opensource #ai
Comments 1
3 min read
LangChain's EU AI Act Feature Request Already Has an Answer — and It's a 13-Line Callback Handler
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LangChain's EU AI Act Feature Request Already Has an Answer — and It's a 13-Line Callback Handler

#ai #langchain
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3 min read
dominion-observatory-langchain — one-line trust telemetry for LangChain agents
vdineshk profile

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

#langchain #python #mcp #ai
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2 min read
I built a LangChain integration that stops your agent from calling broken MCP servers
vdineshk profile

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

#langchain #python #mcp #ai
Comments
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.
vdineshk profile

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.

#ai #mcp
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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
vdineshk profile

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

#mcp #ai #observability #python
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4 min read
Your MCP server just started telling on itself (in a good way)
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Your MCP server just started telling on itself (in a good way)

#mcp #python #observability #aiagents
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3 min read
Even CrowdStrike Can't See Your Agents
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Even CrowdStrike Can't See Your Agents

#mcp #agents #security #devops
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4 min read
Why Static MCP Quality Scores Are Not Enough
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Why Static MCP Quality Scores Are Not Enough

#showdev #agents #ai #mcp
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1 min read
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