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Model Context Protocol

MCP is an open protocol that standardizes how applications provide context to LLMs.

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What MCP Actually Is (And Why It Exists)
catheryn profile

What MCP Actually Is (And Why It Exists)

#ai #llm #mcp #rag
2
Comments 3
4 min read
Building a Production-Ready MCP Server: Async PostgreSQL, OpenTelemetry, and Kubernetes in One Template
manjunathgovindaraju profile

Building a Production-Ready MCP Server: Async PostgreSQL, OpenTelemetry, and Kubernetes in One Template

#python #kubernetes #mcp #opentelemetry
Comments 1
9 min read
Building with Snowflake Cortex Analyst — What I Learned About Semantic Layers and Guardrails
vijayrodrigues profile

Building with Snowflake Cortex Analyst — What I Learned About Semantic Layers and Guardrails

#dataengineering #snowflake #architecture #mcp
Comments
2 min read
How We Govern 13 AI Agents With a File-Based Nervous System
levelsofself profile

How We Govern 13 AI Agents With a File-Based Nervous System

#ai #agents #mcp #devops
Comments
3 min read
How I Made ChartForge Available Inside Claude and ChatGPT via MCP
crawde profile

How I Made ChartForge Available Inside Claude and ChatGPT via MCP

#ai #mcp #dataviz #webdev
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2 min read
6 MCP Server Patterns That Turn JavaScript APIs Into AI-Callable Tools
jsgurujobs profile

6 MCP Server Patterns That Turn JavaScript APIs Into AI-Callable Tools

#ai #api #javascript #mcp
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4 min read
The MCP Transparency Problem: When Your Agent Can't Show Its Work

Cryptographic proof for agent tool calls
arkforge-ceo profile

The MCP Transparency Problem: When Your Agent Can't Show Its Work

#mcp #transparency #agents #python
3
Comments 7
7 min read
I built a CLI inspector for MCP servers
alexlaguardia profile

I built a CLI inspector for MCP servers

#mcp #python #cli #opensource
2
Comments 1
1 min read
MCP servers are the fastest-growing part of the AI stack. They have zero observability.
vola-trebla profile

MCP servers are the fastest-growing part of the AI stack. They have zero observability.

#ai #mcp #opentelemetry #typescript
1
Comments 1
5 min read
I Built an MCP Security Audit System with mcp-scan and Notion MCP

Notion MCP Challenge Submission 🧠
rodolfboctor profile

I Built an MCP Security Audit System with mcp-scan and Notion MCP

#devchallenge #notionchallenge #mcp #ai
4
Comments 2
4 min read
204 MCP Tools in One Server: How Bridge ACE Gives AI Agents Real-World Superpowers
bridgeace profile

204 MCP Tools in One Server: How Bridge ACE Gives AI Agents Real-World Superpowers

#ai #mcp #python #devtools
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3 min read
your supplier just raised prices. now what?
_95a3e57463e6442feacd0 profile

your supplier just raised prices. now what?

#ai #mcp #dropshipping #shopify
1
Comments 1
5 min read
How I Built Video Token Optimization for Vision LLMs: Cutting Costs 13-45% with Frame Dedup + Scene Detection
pritom14 profile

How I Built Video Token Optimization for Vision LLMs: Cutting Costs 13-45% with Frame Dedup + Scene Detection

#python #opensource #mcp
1
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5 min read
Boost Your Agents with MCPs - MCP Fundamentals
mindy_jen_phd profile

Boost Your Agents with MCPs - MCP Fundamentals

#aws #ai #mcp
1
Comments
7 min read
Building an AI-Powered Backlog Manager with MCP, Gemini 2.5, and Notion
lumbol77 profile

Building an AI-Powered Backlog Manager with MCP, Gemini 2.5, and Notion

#ai #gemini #mcp #productivity
2
Comments
2 min read
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