MCP servers and skills: search, filter by where they run, and compare.
Optional, independently switchable agent optimization pack for Ledgered Agent Memory Fabric.
SkillMIT★ 1Few starsNo key
Optimizes GKE costs, rightsizes workloads, and configures Spot VMs, CUDs, cost allocation, and resource quotas. Use when optimizing GKE cluster or workload costs, configuring GKE cost allocation or qu
OfficialSkillApache-2.0★ 21k in collectionNo key
Continuous domain Particle Swarm Optimization (PSO) with inertia weight decay and cognitive/social acceleration.
SkillLink only★ 7
Continuous domain Particle Swarm Optimization (PSO) with inertia weight decay and cognitive/social acceleration.
SkillLink only★ 7
McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.
PythonApache-2.0★ 6No key
Ant Colony Optimization (ACO) for travelling salesperson problem (TSP) and combinatorial path routing.
SkillLink only★ 7
Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how
OfficialSkillMIT★ 40k in collectionNo key
Ant Colony Optimization (ACO) for travelling salesperson problem (TSP) and combinatorial path routing.
SkillLink only★ 7
Top-level workflow skill for USD performance diagnosis and optimization. Handles slow loading, high memory, low FPS, and broad scene-optimization requests; delegates auth/runtime setup to Phase 0 owne
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Portable skill to discover, coordinate, and optimize AI capabilities in complex agentic workflows via DAG planning, context control, and resilience patterns.
SkillMIT★ 1Few starsNo key
Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
SkillApache-2.0★ 66No key
🚀 OpenClaw agent performance optimization — session cleanup, context budgeting, and automated maintenance
SkillLink only★ 4Few stars
⚡🛡️ Blockchain Node Monitoring & Optimization Engine | Production-grade PoS validator & node ops harness (v2.0.0). Features slashing prevention, MEV-boost reward optimization, HA failover, and crawl4
SkillMIT★ 5No key
Answer Engine Optimization & AI search auditor (G2 AEO style)
SkillLink only★ 9
Autonomous logistics dispatch and multi-agent vehicle route optimization engine (FarEye style)
SkillLink only★ 8
Group Relative Policy Optimization (GRPO) engine (DeepSeek-R1 style)
SkillLink only★ 8
The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.
PythonMIT★ 89No key
🌿🔬 Greenhouse Microclimate Optimization | Production-grade agronomic microclimate optimization engine. Controls VPD, DLI budgets, and actuator resolution via dynamic crawl4ai knowledge loops.
SkillMIT★ 4Few starsNo key
Agentic Commerce Optimization (ACO) catalog transformer for AI shopping agents (ReFiBuy style)
SkillLink only★ 8
Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how
OfficialSkillApache-2.0★ 256 in collectionNo key
Breaking the Context-Noise Trade-off: Trajectory Analysis and Causal Extraction for Long-Horizon Agent Optimization
SkillLink only★ 8
Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and
OfficialSkillMIT★ 40k in collectionNo key
An open-source Agent Skill that teaches any AI agent to diagnose, fix, and prevent its own context window degradation — the hidden reason agents get worse the longer they work.
SkillMITFew starsNo key
Model Context Protocol (MCP) server for AWS Financial Operations (FinOps) - providing comprehensive tools for cloud resource optimization, cost management, and performance monitoring.
PythonMIT★ 2Few starsNo key
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