Open-source AWS-focused ecosystem delivering up-to-date docs, references, and best practices into AI workflows.

Lightweight local MCP server delivering Azure DevOps tasks from VS Code with domain-based tooling and a thin REST interface.

Natural language driven control for CircleCI via a standardized interface with logs, pipelines, and tests.

Claude Desktop integration with Kubernetes telemetry via a standardized protocol for answering cluster questions.

Seamless GitHub context integration enabling AI-assisted repository exploration, issue automation, and workflow insights.

Production-ready semantic retrieval tool that stores and searches documents via Claude Desktop using Needle ecosystem.

Unified Atlassian integration offering Confluence and Jira access across Cloud and Data Center with flexible auth, transport options, and IDE-ready deployment.

Kubernetes-centric management interface offering unified control, Helm support, and safe automation with multi-source kubeconfig.

Bridge LLMs with APISIX Admin API for AI-assisted configuration and management of all resources.

Ready-to-use integration layer enabling AI assistants to operate Alibaba Cloud resources via OpenAPI, including ECS, Cloud Monitor, OOS, and more.

A tool that installs components hosted on npm or PyPi via Claude, using npx/uv for seamless, hands-off provisioning.

Golang-based MCP server for Kubernetes that browses pods, logs, events, namespaces, and other resources with extensible mappings.

LLM-driven orchestration of Aiven services (PostgreSQL, Kafka, ClickHouse, OpenSearch, Valkey) with native connectors.

Protocol-driven bridge exposing Buildkite data to AI tooling and editors for seamless integration.

Secure Windows MCP server offering multi-shell access, SSH support, and configurable security rules for granular command and path restrictions.

Secure SSH-tunneled MySQL access with Claude Code integration, multi-database support, and schema inspection for safe data exploration.

Advanced MCP implementation integrating Firecrawl for dynamic rendering, PDF extraction, and scalable batch processing.

Converts Markdown into interactive mind maps with live preview, multi-format exports, and quick Markdown copy for dynamic visuals.

NL-based control of Docker across engines for deploying containers, inspecting state, and managing volumes, images, and networks.

Lightweight tool to provision and manage model context ecosystems securely in containers with auto-configuration and Kubernetes support.

AI-powered Yunxiao integration enabling code generation, reviews, and deployment orchestration with modular, configurable toolsets.

Open-source on-prem RAG solution enabling local document indexing, multi-LLM backends, and seamless integration with ChatGPT or Claude.

AI-driven mini Kubernetes dashboard with built-in MCP tools, multi-cluster control, and private model support for streamlined, secure ops.

Open-source, scalable tracing backend designed for cost-efficient, storage-backed trace analytics with TraceQL and Grafana integration.