MCP servers and skills: search, filter by where they run, and compare.
25–48 of 4,864 tools for “agent-optimization”
Clear allContinuous domain Particle Swarm Optimization (PSO) with inertia weight decay and cognitive/social acceleration.
SkillLink only★ 7
Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.
OfficialSkillMIT★ 40k 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
Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: \"optimize Azure costs\", \"reduce cloud spending\", \"rightsize resources\", \"find idle resources\", \"orphaned dis
OfficialSkillMIT★ 257 in collectionNo key
E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy, TikTok Shop, and all platfo
SkillMIT★ 1.3kNo key
PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/
OfficialSkillMIT★ 40k in collectionNo key
Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.
OfficialSkillMIT★ 40k in collectionNo key
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 fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded
OfficialSkillMIT★ 40k in collectionNo key
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
Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single query too slow', 'how to make search faster', or '
OfficialSkillMIT★ 40k in collectionNo key
Generative Engine Optimization (GEO) for AI search visibility - optimize content for ChatGPT, Perplexity, Claude, and Google AI Overviews
SkillMIT★ 1Few starsNo key
Ant Colony Optimization (ACO) for travelling salesperson problem (TSP) and combinatorial path routing.
SkillLink only★ 7
V8 JIT optimization patterns for writing high-performance JavaScript in Next.js server internals. Use when writing or reviewing hot-path code in app-render, stream-utils, routing, caching, or any per-
OfficialSkillMIT★ 143k in collectionNo key
SkillMIT★ 510No key
Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low', 'filtered search is slow', or 'search was f
OfficialSkillMIT★ 40k in collectionNo key
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
Reusable MAE/MFE trading-analysis skill for strategy optimization.
SkillLink only★ 4Few stars
Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency
OfficialSkillMIT★ 40k in collectionNo key
LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
An Agent Skill helping you to optimize Xcode incremental and clean builds by running benchmarks and optimizing build settings.
SkillMIT★ 1.3kNo key
Installable AI-agent skills for image optimization and media APIs, with eval prompts to regression-test agent behavior
SkillMITFew starsNo key
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