Aggregate and deduplicate multiple RSS/Atom feeds, score and cluster articles by importance, and generate concise, source-attributed daily digests.
Extract and cluster product defect signals from ecommerce reviews to prioritize quality fixes and address low ratings or negative sentiment.
Visualize and explore geo-tagged memories on interactive maps with clustering, temporal playback, and shareable, privacy-controlled overlays.
Feed in server logs, application logs, or system logs and get pattern analysis, anomaly detection, error clustering, and actionable incident summaries.
Real-time world news briefings with AI-clustered events, topic classification, and geographic filtering. No API key needed.
A daily weather report for your codebase. Clear skies when tests pass and coverage is high. Thunderstorms when bugs are clustering. Fog when nobody can under...
Manage Apache Airflow clusters in plain language—monitor DAGs, trigger or pause runs, and browse code, logs, variables, pools, and connections. Accelerate troubleshooting with quick views of failed ta
Install, configure, validate, and run the news-fetcher Python CLI for aggregating RSS/Atom and HTML news sources with deduplication, clustering, ranking, sou...
Creates interactive D3.js hierarchy visualizations with multiple view modes (List, Force-Directed, Radial Cluster, with Fractal Tree coming soon). Use when u...
Automates browser interactions using AgentGo's distributed cloud browser cluster via playwright@1.51.0. Use when the user needs to navigate websites, interac...
Complete ZEDEDA edge management API client — 473 endpoints across 11 service domains for edge node, application, cluster, storage, network, Kubernetes, diagn...
Algolia Search integration. Manage Indexs, Records, Rules, Tasks, Clusters, Users. Use when the user wants to interact with Algolia Search data.
Master-Worker Agent Cluster for parallel task execution. Use when building distributed agent systems with parallel processing needs, task orchestration, or M...
Manage Kubernetes clusters and workloads
Cluster JUnit failures into stable fingerprints so CI triage focuses on root causes, not noisy one-off logs.
Manage Proxmox VE clusters through AI assistants — VMs, containers, snapshots, templates, cloud-init, firewall, and migrations. 29 tools with two-step confirmation for destructive operations.
Manage your repositories, track builds, and oversee the release lifecycle seamlessly. Leverage powerful AQL queries to search for artifacts and monitor runtime clusters effectively. Enhance your JFrog
Kubernetes backup and restore with Velero. Use when creating backups, restoring applications, managing disaster recovery, or migrating workloads between clusters.
Kubernetes Cluster Triage & Diagnostics — instant AI-powered incident triage via kubectl
Generate text embeddings via AIMLAPI. Use for semantic search, clustering, or high-dimensional text representations with text-embedding-3-large and other mod...
Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.
Calculates biodiversity corridor connectivity and ecological value for clusters of H3 hexagonal land parcels using landscape ecology models.