DEV Community

Model Context Protocol

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

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
What I Learned Building Multiple MCP Servers for Local LLMs (Qwen3-8B): Tool Granularity, Latency Traps, and Dogfooding
japanopendatalab profile

What I Learned Building Multiple MCP Servers for Local LLMs (Qwen3-8B): Tool Granularity, Latency Traps, and Dogfooding

#mcp #llm #python #duckdb
1
Comments 1
5 min read
The Oldest Tool in the New World
jaroslav_marda_9f25d4d9c profile

The Oldest Tool in the New World

#ai #mcp #programming #beginners
Comments
7 min read
I Built an AI Agent That Troubleshoots Docker Containers in Plain English (Here's How)
nagarjuna155 profile

I Built an AI Agent That Troubleshoots Docker Containers in Plain English (Here's How)

#docker #agentaichallenge #mcp #llm
Comments 2
5 min read
What AI agents actually do with your MCP server
krwndev profile
Krwn

What AI agents actually do with your MCP server

#mcp #ai #opensource #selfhosted
1
Comments 3
4 min read
Give Your Agent Its Own Public IPv6 Address with Nexus SDK
carychang profile

Give Your Agent Its Own Public IPv6 Address with Nexus SDK

#agents #infrastructure #mcp #networking
1
Comments 2
4 min read
Benchmarking Model Context Protocol (MCP) in GitLab: Why AI Agents Are Leaving REST Behind
hrlpavan profile

Benchmarking Model Context Protocol (MCP) in GitLab: Why AI Agents Are Leaving REST Behind

#ai #gitlab #mcp #webdev
Comments
4 min read
An AI front desk that is more than a phone agent
jareer_nauman_ba24aa80b87 profile

An AI front desk that is more than a phone agent

#ai #architecture #mcp #saas
Comments
3 min read
Giving Claude a computer: five things we learned shipping a remote MCP server
jackhamr profile

Giving Claude a computer: five things we learned shipping a remote MCP server

#mcp #ai #oauth #agents
1
Comments 2
3 min read
What the Heck is WebMCP? (AI Agents Should Stop Pretending to Be Human)
thedevankit profile

What the Heck is WebMCP? (AI Agents Should Stop Pretending to Be Human)

#mcp #ai #webdev #machinelearning
3
Comments 1
7 min read
I optimized an API for AI agents instead of humans. Here's what one week of data looked like.
wonderfulian profile
Yoon

I optimized an API for AI agents instead of humans. Here's what one week of data looked like.

#ai #mcp #api #webdev
1
Comments
4 min read
We scored 1,274 MCP tool descriptions, then checked whether the scores predict what models do
nomunomu0504 profile

We scored 1,274 MCP tool descriptions, then checked whether the scores predict what models do

#mcp #ai #llm #devtools
Comments 3
4 min read
A first look: does free-model code run on pinned versions? (n=10)
provenpin profile

A first look: does free-model code run on pinned versions? (n=10)

#ai #python #mcp #testing
Comments
4 min read
MCP Is Dying as a Tool List. That Was Never Its Real Job.
jamilxt profile

MCP Is Dying as a Tool List. That Was Never Its Real Job.

#ai #architecture #llm #mcp
1
Comments
5 min read
ctxtrim: stop feeding your coding agent 300-line logs
bayuh85 profile

ctxtrim: stop feeding your coding agent 300-line logs

#ai #mcp #typescript #productivity
Comments 1
5 min read
Evaluating an MCP Server
ksankar profile

Evaluating an MCP Server

#ai #mcp #webdev #programming
1
Comments 1
9 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.