MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and trac
Node.jsApache-2.0★ 5.2kNo key
Plans and configures multi-tenancy on GKE. Covers namespace isolation, RBAC planning for teams, resource quotas, LimitRanges, network isolation, and cost allocation. Use when designing GKE multi-tenan
OfficialSkillApache-2.0★ 21k in collectionNo key
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
SkillApache-2.0★ 5.0kNo key
Designs a tailored multi-product agentic data science architecture on Google Cloud that incorporates opinionated best practices. Use when architecting multi-product solutions for agent-based data anal
OfficialSkillApache-2.0★ 21k in collectionNo key
Google Gemini MCP - Use Google's visual, video and chat capabilities in your AI Assistant. Uses MCP Apps to preview created images, landing pages, SVGs and video
Node.jsApache-2.0★ 34No key
⚡ Bridge connecting Google Gemini Spark & Cloud AI to your local machine via MCP with autonomous file creation, terminal execution, and subagent orchestration.
PythonApache-2.0★ 15No key
🏛️ ACM EASE '26 / VibeX full paper · DOI 10.1145/3816483.3816631 · Adversarial agent loops for verifiable vibe researching. Falsification-first research runtime.
SkillApache-2.0★ 17No key
MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as DeepEP and HybridEP
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Evidence-gated workflow for MoE performance optimization in Megatron Bridge. Covers measurement contracts, the Three Walls framework, parallel folding, profiling, matched A/B tuning, and final validat
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine). Use when designing data science an
OfficialSkillApache-2.0★ 21k in collectionNo key
Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome DevTools Protocol. Use when the user needs to interact with an Electron app, autom
OfficialSkillApache-2.0★ 44k in collectionNo key
Representative, point-in-time MoE training playbooks by hardware and model family. Use them as candidate seeds, then revalidate the exact runtime, semantics, topology, and steady-state throughput.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework
OfficialSkillApache-2.0★ 21k in collectionNo key
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web a
OfficialSkillApache-2.0★ 44k in collectionNo key
Interact with Slack workspaces using browser automation. Use when the user needs to check unread channels, navigate Slack, send messages, extract data, find information, search conversations, or autom
OfficialSkillApache-2.0★ 44k in collectionNo key
Agent Skills for Google products and technologies
OfficialSkillApache-2.0★ 21kNo key
Systematically explore and test a web application to find bugs, UX issues, and other problems. Use when asked to "dogfood", "QA", "exploratory test", "find issues", "bug hunt", "test this app/site/pla
OfficialSkillApache-2.0★ 44k in collectionNo key
Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Guides users through discovering their database requirements, recommends a Google Cloud database based on a recommendation matrix, and assists in database creation. Use when a user asks 'What database
OfficialSkillApache-2.0★ 21k in collectionNo key
Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned SRE practices. Use when analyzing, recommending, wr
OfficialSkillApache-2.0★ 21k in collectionNo key
Google platform decision and setup guidance, loaded on demand from Google's skill catalog. Use when a developer is choosing or setting up part of their stack, such as where to run a service, a databas
OfficialSkillApache-2.0★ 21k in collectionNo key
Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of multimodal data for real-time technical guidance and saf
OfficialSkillApache-2.0★ 21k in collectionNo key
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