Servers that give an agent access to something — a filesystem, an API, a database. Every listing here was approved by a person before it appeared, and links out to the source rather than reproducing it. We deliberately don't publish ready-made config blocks: a working one carries arguments and environment variables, and those are somebody's secrets waiting to happen.
All
stdio
3d
agents
agent-skills
ai
ai-agents
ai-research
architecture
audio
automation
bash
claude-code
claude-skills
code-review
coding
commands
containers
context
data
debugging
deployment
design
development
devops
evals
git
gitops
helm
image-generation
integrations
kubernetes
linux
mcp
music
observability
security
seo
sre
typescript
verification
workflow
writing
4 servers
Read the logs, metrics, and traces of the app you are editing, from the Loggerhead Mac app.
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Ask an agent why a PHP site is slow: every request with its SQL, HTTP calls, errors and N+1.
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