MCP servers and skills: search, filter by where they run, and compare.
1–24 of 224 tools for “agent-efficiency”
Clear allAudit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.
OfficialSkillMIT★ 40k in collectionNo key
Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim devcontainers, right-size machines, tune idle timeout, or scope
OfficialSkillMIT★ 40k in collectionNo key
Comprehensive Cursor skill for Agent token efficiency: Ponytail, Caveman, Headroom and workflow patterns
SkillMIT★ 3Few starsNo key
Premium agentic endpoint for chiller-cop-efficiency-mcp.
Hosted by authorNo licenseFew starsNo key
Provides recommendations for environmental sustainability, carbon footprint reduction, and energy efficiency based on the Sustainability pillar of the Google Cloud Well-Architected Framework (WAF). Us
OfficialSkillApache-2.0★ 21k in collectionNo key
Perform a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness, and safety — producing a scored report with
OfficialSkillMIT★ 40k in collectionNo key
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of you
OfficialSkillMIT★ 40k in collectionNo key
Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects.
OfficialSkillMIT★ 40k in collectionNo key
Local MCP tools for document search, reusable document profiles, spreadsheet SQL, JSON snapshot changes, resumable API batches and retry-loop checks. Built by AVRG3.
SkillMITFew starsNo key
Evaluates Google Cloud workloads for cost efficiency and FinOps alignment using the Google Cloud Well-Architected Framework Cost Optimization pillar. Use when the user asks to analyze Google Cloud spe
OfficialSkillApache-2.0★ 21k in collectionNo key
This skill calculates key financial ratios and metrics from financial statement data for investment analysis
OfficialSkillMIT★ 53k in collectionNo key
Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.
OfficialSkillMIT★ 40k in collectionNo key
Assists in provisioning instances and databases, designing performant schemas, and querying data in Spanner. Use when designing primary keys, writing SQL queries or client library code, or diagnosing
OfficialSkillApache-2.0★ 21k in collectionNo key
Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. Use when designing Bigtable row keys, configuring column families, writing SQL queries or client
OfficialSkillApache-2.0★ 21k in collectionNo key
Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Guides the usage of the Gemini API on Agent Platform with the
OfficialSkillApache-2.0★ 21k 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
Profile a DeepStream pipeline with Nsight Systems and derive its configs from the measurement. Use when the user asks for an efficient, performant, or profiled pipeline — or to benchmark, tune, or mea
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimizer state offloading with HybridDeviceOptimizer.
OfficialSkillApache-2.0★ 3.6k 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
Validate coding-sequence CSVs, extract public CodonFM/Encodon embeddings, and choose checkpoints for downstream property modeling.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Fine-tune public CodonFM Encodon checkpoints on labeled coding-sequence or coding-variant data using LoRA, head-only, or full fine-tuning. Use when a user explicitly asks to fine-tune CodonFM or Encod
OfficialSkillApache-2.0★ 3.6k in collectionNo key
SkillMIT★ 27kNo key
Redis Vector Library. The AI-native Python client for Redis.
OfficialPythonMIT★ 432No key
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