MCP servers and skills for Coding work

Common coding jobs: review, testing, debugging and documentation.

192 MCP servers3,094 skills4 tools

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documentation-guide
Documentation
SkillUpdated Nov 7, 202685GitHub stars
k8s-flux-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review
Code review
SkillApache-2.0licenceUpdated Jun 10, 2026837GitHub stars
changelog
Documentation
SkillUpdated Nov 7, 202685GitHub stars
k8s-gatekeeper-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
forge-code-review
Code review
SkillMITlicenceUpdated Oct 30, 202613GitHub stars
documentation-guide
Documentation
SkillUpdated Nov 7, 202685GitHub stars
k8s-gateway-api-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
pr-review
Code review
SkillMITlicenceUpdated Nov 10, 202613GitHub stars
code-documentation
Documentation
SkillMITlicenceUpdated Aug 9, 2026248GitHub stars
k8s-grafana-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
figlens-code-review
Code review
SkillMITlicenceUpdated Nov 10, 202613GitHub stars
readme-i18n
Documentation
SkillMITlicenceUpdated Oct 25, 202679GitHub stars
k8s-helm-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review
Code review
SkillMITlicenceUpdated Oct 31, 2026248GitHub stars
documentation-and-adrs
Documentation
SkillMITlicenceUpdated Nov 9, 202674GitHub stars
k8s-istio-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review
Code review
SkillMITlicenceUpdated Sep 20, 202612GitHub stars
documentation-update
Documentation
SkillAGPL-3.0licenceUpdated Nov 2, 20263GitHub stars
k8s-kyverno-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-reviewer
Code review
SkillApache-2.0licenceUpdated Oct 28, 202612GitHub stars
documentation-update
Documentation
SkillAGPL-3.0licenceUpdated Nov 2, 20263GitHub stars
k8s-loki-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
advanced-code-review
Code review
SkillMITlicenceUpdated Nov 11, 202612GitHub stars
documentation-standards
Documentation
SkillMITlicenceUpdated Nov 6, 20263GitHub stars
k8s-network-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review
Code review
SkillMITlicenceUpdated Nov 11, 202612GitHub stars
changelog-assembly
Documentation
SkillMITlicenceUpdated Nov 6, 20263GitHub stars
k8s-node-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
requesting-code-review
Code review
SkillMITlicenceUpdated Nov 11, 202612GitHub stars
readme-first
Documentation
SkillMITlicenceUpdated Oct 11, 20263GitHub stars
k8s-opentelemetry-collector-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review
Code review
SkillMITlicenceUpdated Aug 23, 202611GitHub stars
auditing-readme
Documentation
SkillApache-2.0licenceUpdated Nov 9, 20263GitHub stars
k8s-prometheus-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review
Code review
SkillApache-2.0licenceUpdated Nov 10, 202611GitHub stars
writing-readme
Documentation
SkillApache-2.0licenceUpdated Nov 9, 20263GitHub stars
k8s-rbac-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review-bugsnag
Code review
SkillMITlicenceUpdated Oct 3, 202611GitHub stars
readme-update
Documentation
SkillMITlicenceUpdated Oct 13, 20263GitHub stars
k8s-storage-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review-github
GitHub
SkillMITlicenceUpdated Oct 3, 202611GitHub stars
documentation-writer
Documentation
SkillMITlicenceUpdated Oct 28, 20263GitHub stars
k8s-velero-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review-jira
Jira
SkillMITlicenceUpdated Oct 3, 202611GitHub stars
admin-documentation-generators
Documentation
SkillMITlicenceUpdated Oct 19, 20263GitHub stars
k8s-workload-troubleshooting
Kubernetes
SkillApache-2.0licenceUpdated Nov 8, 202636GitHub stars
code-review
Code review
SkillMITlicenceUpdated Oct 3, 202611GitHub stars
platform-documentation
Documentation
SkillMITlicenceUpdated Nov 4, 20263GitHub stars
debugging
Debugging
SkillMITlicenceUpdated Nov 10, 202636GitHub stars
process-code-review
Code review
SkillMITlicenceUpdated Oct 3, 202611GitHub stars
production-documentation-onboarding
Documentation
SkillMITlicenceUpdated Nov 4, 20263GitHub stars
ia-debugging
Debugging
SkillMITlicenceUpdated Nov 10, 202636GitHub stars
team-code-review
Code review
SkillMITlicenceUpdated Nov 10, 202611GitHub stars
documentation-drift-audit
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
ai tag debugger
Debugging
MCP serverRuns locallyMITlicenceUpdated Nov 9, 20261GitHub stars
code-review
Code review
SkillMITlicenceUpdated Nov 3, 202611GitHub stars
documentation
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
systematic-debugging
Debugging
SkillUpdated Nov 8, 202635GitHub stars
rust-code-review
Code review
SkillMITlicenceUpdated Nov 3, 202611GitHub stars
migrate-documentation
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
awesome-root-cause
Debugging
SkillMITlicenceUpdated Oct 20, 202633GitHub stars
adversarial-code-reviewer
Code review
SkillUpdated Nov 11, 202611GitHub stars
scaffold-documentation
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
systematic-debugging
Debugging
SkillMITlicenceUpdated Oct 6, 202632GitHub stars
pr-review
Code review
SkillMITlicenceUpdated Nov 11, 202611GitHub stars
update-documentation
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
mantle-readonly-debugger
Debugging
SkillUpdated Nov 6, 202632GitHub stars
code-reviewer
Code review
SkillUpdated Nov 3, 202611GitHub stars
documentation-drift-audit
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
bus-debugging
Debugging
SkillMITlicenceUpdated Oct 15, 202629GitHub stars
code-review
Code review
SkillApache-2.0licenceUpdated Nov 11, 202611GitHub stars
documentation
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
circuit-debugger
Debugging
SkillMITlicenceUpdated Oct 15, 202629GitHub stars
ecc-code-review
Code review
SkillUpdated Nov 11, 202611GitHub stars
migrate-documentation
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
memory-timing-debugging
Memory
SkillMITlicenceUpdated Oct 15, 202629GitHub stars
code-review
Code review
SkillMITlicenceUpdated Nov 5, 202611GitHub stars
scaffold-documentation
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
probe-debugging
Debugging
SkillMITlicenceUpdated Oct 15, 202629GitHub stars
code-review
Code review
SkillMITlicenceUpdated Jun 1, 2026673GitHub stars
update-documentation
Documentation
SkillMITlicenceUpdated Nov 8, 20263GitHub stars
usb-debugging
Debugging
SkillMITlicenceUpdated Oct 15, 202629GitHub stars
code-review
Code review
SkillMITlicenceUpdated Jun 1, 2026673GitHub stars
documentation
Documentation
SkillAGPL-3.0licenceUpdated Nov 9, 20263GitHub stars
rseng-debugging
Debugging
SkillMITlicenceUpdated Sep 23, 202627GitHub stars
code-review-security
Code review
SkillUpdated Oct 15, 2026215GitHub stars
documentation-and-adrs
Documentation
SkillMITlicenceUpdated Nov 9, 20263GitHub stars
debugging
Debugging
SkillMITlicenceUpdated Oct 27, 202627GitHub stars
mobile-code-review
Code review
SkillUpdated Oct 15, 2026215GitHub stars
data-documentation-and-diagrams
Documentation
SkillUpdated Oct 4, 20263GitHub stars
volcengine-troubleshooting
Debugging
SkillMITlicenceUpdated Nov 6, 202627GitHub stars
java-code-review
Code review
SkillMITlicenceUpdated Oct 30, 2026194GitHub stars
readme
Documentation
SkillMITlicenceUpdated Nov 7, 20263GitHub stars
volcengine-troubleshooting
Debugging
SkillMITlicenceUpdated Nov 6, 202627GitHub stars
code-reviewer
Code review
SkillMITlicenceUpdated Oct 7, 202610GitHub stars
changelog-maintainer
Documentation
SkillMITlicenceUpdated Nov 10, 20263GitHub stars
root-cause
Debugging
SkillApache-2.0licenceUpdated Oct 31, 202627GitHub stars
code-review
Code review
SkillMITlicenceUpdated Oct 28, 202610GitHub stars
changelog-draft
Documentation
SkillApache-2.0licenceUpdated Aug 30, 20263GitHub stars