Ross ROSS = Recommend OSS · open-source software intelligence for agents

kubeshark/kubeshark

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard. observed · 2026-08-28

github.com/kubeshark/kubeshark · homepage · Go · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

98/100

  • Activity 99
  • Release rhythm 97
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 13.0
  • age_days: 1962
  • days_rel: 20
  • days_push: 8
  • n_releases_24m: 37

Full methodology

Adoption not part of the score

12059 stars · 545 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Kubeshark is an eBPF-powered network observability tool for Kubernetes that indexes cluster-wide L4/L7 traffic with full Kubernetes context and decrypts TLS/mTLS without keys or sidecars. It serves humans through a real-time dashboard and AI agents through MCP, enabling natural-language queries for incident response and root cause analysis.

Use cases

  • capture and inspect cluster-wide network traffic in kubernetes
  • decrypt tls traffic in kubernetes without keys or sidecars
  • download retrospective pcap snapshots filtered by node, time, workload, or ip
  • investigate api errors and root cause incidents with network data
  • let ai agents query network traffic via mcp for security audits
  • monitor tcp retransmissions and service error rates across the cluster
  • debug microservice communication with full kubernetes identity on each connection

When to choose

  • you run kubernetes and need wireshark-like deep packet visibility cluster-wide
  • you need to see encrypted (TLS/mTLS) traffic in plain text without managing keys
  • you want AI agents (Claude, Copilot) to reason over network traffic via MCP
  • you need retrospective packet captures for incident response and compliance

When to avoid

  • you are not running kubernetes — it is kubernetes-specific
  • you only need metrics/logs tracing rather than full packet-level network data
  • your cluster exceeds the free community tier limits (3 nodes / 60 pods) and you cannot pay
  • you cannot run privileged eBPF instrumentation due to security policies

Facets

application · maturity active

monitoring tracing security mcp search-engine http-server cli monitoring networking security developer-tools artificial-intelligence windows go self-hosted cloud ebpf network-observability tls-decryption packet-capture pcap wireshark kubernetes incident-response root-cause-analysis sre ai-agents mcp grpc rest network-security cloud-native devops containers docker linux macos

6 sources

Member repositories

RepositoryRoleHealth v2
kubeshark/kubesharkmain98

For agents

markdown · JSON · MCP: product_card(name="kubeshark/kubeshark")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem