Project Knowledge

WagnerAgent/awesome-mcp-servers-devops

Use WagnerAgent/awesome-mcp-servers-devops when the user needs a curated mcp server resource collection with docker, kubernetes, local usage paths.

TypeCollection / resource hub

Difficultybeginner

LanguageUnknown

LicenseCC0-1.0

TL;DR

Use WagnerAgent/awesome-mcp-servers-devops when the user needs a curated mcp server resource collection with docker, kubernetes, local usage paths.

Install

Reference collection; there is no direct install step.

Good For

discover related AI projects

compare implementation patterns

bootstrap project selection

Not Good For

users expecting a single installable runtime or library

edge-only Cloudflare Workers deployment without adaptation

front-end apps

Git.Top Score76/100

Agent Score68/100

Maintenance38

Stability70

Quality16/100

Best Use

discover related AI projects

Primary situation where this project is a good shortlist candidate.

Watch Out

users expecting a single installable runtime or library

Main reason to compare alternatives before adopting it.

Deployment Fit

docker, kubernetes, local

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: python.

Best Alternative

heymrun/heym: docker, local

Compare this option when the target stack or language preference differs.

Confidence

3/4 classification signals high; 4 quality signals complete or snapshot

Classification evidence and quality signal confidence should be checked before production recommendations.

Freshness

Repo 2026-11-09; metrics 2026-11-09

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-11-09T12:00:18.434Z

Metrics calculated2026-11-09T12:00:18.434Z

Scoring

Quality and agent score are separate

Quality score weights star movement, commits, releases, contributors, and issue response. Agent score weights documentation, maintenance, deployment, popularity, and community.

Confidence

Signal confidence

Stars 30dsnapshot

Commits 30dcomplete

Releases 180dcomplete

Contributors 90dcomplete

Badge

Agent Score badge

Embed a lightweight SVG badge for this repository.

Project Type

Collection / resource hub

This repository is treated as a collection, cookbook, awesome list, or resource hub. Use it for discovery and examples before treating linked projects as production dependencies.

ScopeAwesome List

CuratedYes

Estimated items100

FreshnessActive

Cloudflare Readiness

No Cloudflare-ready signal

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: python.

Selection Guidance

Use the evidence before choosing

Treat this page as a shortlist input. Confirm source metadata, classification confidence, deployment evidence, and current repository activity before making a production recommendation.

Alternatives

Comparable projects

JSON

heymrun/heymUse heymrun/heym when the user needs a mcp server project with docker, local, cloud deployment options.

trpc-group/trpc-agent-goUse trpc-group/trpc-agent-go when the user needs a mcp server project with docker, local, cloud deployment options.

nduckmink/arkonUse nduckmink/arkon when the user needs a curated mcp server resource collection with docker, local, cloud usage paths.

VoltAgent/voltagentUse VoltAgent/voltagent when the user needs a mcp server project with local, cloud deployment options.

Cognipeer/consoleUse Cognipeer/console when the user needs a mcp server project with docker, library-only, local deployment options.

Related Projects

Adjacent ecosystem projects

JSON

ModelEngine-Group/nexentUse ModelEngine-Group/nexent when the user needs a mcp server project with docker, kubernetes, local deployment options. Shared mcp server category and docker deployment context.

the-open-agent/openagentUse the-open-agent/openagent when the user needs a mcp server project with docker, local, cloud deployment options. Shared mcp server category and docker deployment context.

pipeshub-ai/pipeshub-aiUse pipeshub-ai/pipeshub-ai when the user needs a mcp server project with docker, kubernetes, local deployment options. Shared mcp server category and docker deployment context.

headroomlabs-ai/headroomUse headroomlabs-ai/headroom when the user needs a mcp server project with docker, library-only, local deployment options. Shared mcp server category and docker deployment context.

iflytek/astron-agentUse iflytek/astron-agent when the user needs a mcp server project with docker, vercel, serverless deployment options. Shared mcp server category and docker deployment context.

gefsikatsinelou/MetaSearchMCPUse gefsikatsinelou/MetaSearchMCP when the user needs a mcp server project with docker, kubernetes, library-only deployment options. Shared mcp server category and docker deployment context.

Deploy

Supported deployment paths

Compatible With

Inferred dependencies and protocols

Use Cases

Where agents should consider it

Classification Evidence

Why Git.Top categorized this project

Full JSON

Category: highMatched "model context protocol" in metadata. Matched "mcp" in metadata.

Deployment: highMatched "kubernetes" in repository content. Local usage is assumed for open source repositories unless contradicted.

Difficulty: mediumRepository has under 10k stars, so complexity is treated conservatively.

Cloudflare Ready: highRuntime blocker: python. No Cloudflare deployment signal detected.

Compare

trpc-group/trpc-agent-go leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

WagnerAgent/awesome-mcp-servers-devops99YesYesNo68

heymrun/heym1,327YesYesNo75

trpc-group/trpc-agent-go1,909YesYesNo76

nduckmink/arkon1,522NoYesNo61