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Model Context Protocol

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

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Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6
xbill profile

Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6

#gemma #llamacpp #mcp #cuda
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Comments 3
13 min read
You pay for the same context three times a day
sanjayrani_kamminana_0b74 profile

You pay for the same context three times a day

#cognodb #mcp #ai #graphdatabase
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5 min read
prefill and default look the same in Console. Only one of them lets an agent skip your required field.
aiq_labs profile
Ai-Q Labs for Apify

prefill and default look the same in Console. Only one of them lets an agent skip your required field.

#mcp #ai #webdev #tutorial
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9 min read
Ten files is not a budget
chanadev profile

Ten files is not a budget

#showdev #mcp #ai #python
1
Comments 3
5 min read
What actually changes when an MCP server leaves your laptop
kielltampubolon profile

What actually changes when an MCP server leaves your laptop

#mcp #ai #node #security
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3 min read
Give Claude or ChatGPT Real-Time Product Data via Apify's MCP Server (Full Setup Guide)
dynamict3ch profile

Give Claude or ChatGPT Real-Time Product Data via Apify's MCP Server (Full Setup Guide)

#ai #webdev #tutorial #mcp
Comments
4 min read
Your CLI Tool Needs an MCP Server: Shipping One in a Day, Protocol by Hand
_ab214f84f83a01455a74b profile

Your CLI Tool Needs an MCP Server: Shipping One in a Day, Protocol by Hand

#agents #ai #cli #mcp
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4 min read
A happy-path MCP demo proves almost nothing about tenant isolation
kielltampubolon profile

A happy-path MCP demo proves almost nothing about tenant isolation

#mcp #security #ai #python
Comments 2
3 min read
MCP Python SDK Extension Method Collisions: Fail Before the Server Starts
ssukhpinder profile

MCP Python SDK Extension Method Collisions: Fail Before the Server Starts

#mcp #python #testing #programming
5
Comments 1
4 min read
ProxyKey MCP: Giving an AI Agent API Access Without Handing Over a Key
neostorm112boop profile

ProxyKey MCP: Giving an AI Agent API Access Without Handing Over a Key

#ai #security #mcp #api
Comments 1
5 min read
A Scoped Token Is Not a Code of Conduct
christian_johannsen_a14e8 profile

A Scoped Token Is Not a Code of Conduct

#ai #security #mcp #iam
Comments
6 min read
The AI essay is over. Here's what comes next.
kyurish profile

The AI essay is over. Here's what comes next.

#ai #mcp #productivity #writing
Comments
3 min read
Solving Proportional Financial Logic with Deterministic MCP Tools
renato_marinho profile

Solving Proportional Financial Logic with Deterministic MCP Tools

#ai #mcp #finance #architecture
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3 min read
Let your agent receive email when it needs to
receivehq profile

Let your agent receive email when it needs to

#mcp #agents #email #webhooks
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2 min read
Best MCP Servers in 2026: One Pick Per Category
amareswer profile

Best MCP Servers in 2026: One Pick Per Category

#mcp #modelcontextprotocol #aiagents #oauth
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6 min read
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