Explore
MCP servers and skills: search, filter by where they run, and compare.
MCP servers and skills: search, filter by where they run, and compare.
Measure helps mobile teams monitor and fix crashes, ANRs, bugs, and performance issues. The open source alternative to Firebase Crashlytics.
Hosted by authorApache-2.0★ 1.4kNo key
Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and mor
SkillApache-2.0★ 93No key
An AI agent that load-tests a code change, finds the regression in Splunk, and writes the fix. A model-agnostic, audited state machine over MCP, orchestrating the Grafana k6 and official Splunk MCP se
PythonApache-2.0★ 17No key
Enable community collaboration to jointly promote and facilitate best in class tooling capabilities
Node.jsApache-2.0★ 159No key
Debug your Container and Kubernetes workloads with an AI interface
GoApache-2.0★ 28No key
Elasticsearch MCP Server Solution Fork by TocharianOU
Node.jsApache-2.0★ 8No key
Tools for AI agents to test, fix and optimise your codebase
Node.jsApache-2.0★ 48No key
AI Agent Error Doctor: paste MCP / LangChain / CrewAI tracebacks, get root cause, exact fix, and verification steps.
PythonApache-2.0★ 3Few starsNo key
AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and
PythonApache-2.0★ 11No key
An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, and verification before completion.
Node.jsApache-2.0★ 28No key
MCP server that gives LLM agents read-only shell access over SSH. Powers Fawdy (fawdy.com)
GoApache-2.0★ 24No key
AI-powered open-source monitoring platform with auto-remediation. 6 built-in runbooks, MCP integration (global first), DeepSeek root cause analysis. 5-minute Docker setup.
SkillApache-2.0★ 18No key
Hosted by authorApache-2.0★ 3Few starsNo key
What changed, and where did it start? A read-only MCP server and CLI that ranks changes across metrics, logs and traces and tells causes from echoes.
DockerApache-2.0Few starsNo key
MCP server for Scouter APM — query monitored objects, counters, and XLog transactions via a Scouter collector
SkillApache-2.0★ 2Few starsNo key
Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first.
PythonApache-2.0★ 47No key
A Model Context Protocol server that lets AI assistants understand a Crossplane control plane.
DockerApache-2.0★ 9No key
Station is our open-source runtime that lets teams deploy agents on their own infrastructure with full control.
GoApache-2.0★ 429No key
Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.
SkillApache-2.0★ 96No key
Live code graph that fuses static analysis (tree-sitter) with OpenTelemetry runtime traces, queried over MCP so AI coding agents get real full-stack context.
SkillApache-2.0★ 22No key
Who stands behind it