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Search: optimization

Search MCP servers and agent skills by name, description, category or topic — 60 results.

MCP Server Active

epistemedeus/ai-readiness

Check whether a website is visible to AI search (ChatGPT, Perplexity, Claude, Google AI Overviews). Scores AI-crawler access, JSON-LD structured data, title/meta, Open Graph, sitemap, and llms.txt, with a specific fix for each gap. Dependency-free, no API keys. Install: `npx -y github:epistemedeus/ai-readiness mcp`.

0 JavaScript Updated 23d ago Score 50
MCP Server Active

trysonar/mcp

App Store Optimization for AI agents — keyword research with difficulty and popularity scores, daily rank tracking, review mining, competitor gap analysis, and revenue estimation across the iOS App Store and Google Play. 32 tools. `npx @sonarapp/mcp`

0 TypeScript Updated 14d ago Score 50
MCP Server Maintained

metrxbots/mcp-server

AI agent cost intelligence — track spend across providers, optimize model selection, manage budgets with enforcement, detect cost leaks, and prove ROI. 23 tools across 10 domains.

2 TypeScript Updated 2mo ago Score 48
MCP Server Active

Infrawise/mcp-server

Azure FinOps infrastructure cost optimization: idle resources, rightsizing, and Reserved Instance recommendations for Claude Code.

1 TypeScript Updated 16d ago Score 48
MCP Server Active

ThinAirTelematics/thinair-data

Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema introspection, optimization, migrations, PII scan, and more. Hosted MCP server with OAuth 2.0 + Bearer auth, free trial available.

1 JavaScript Updated 18d ago Score 48
MCP Server Maintained

Yang1Bai/claw-tsaver

Token-saving MCP proxy that intercepts oversized tool returns and replaces them with a preview + on-demand handle. Real benchmark: 11,507 tokens → 104 tokens (99.1% saved) on a Wikipedia fetch. Works with OpenClaw + Claude.

1 Python Updated 2mo ago Score 46
MCP Server Stale

yanmxa/scriptflow-mcp

A script workflow management system that transforms complex, repetitive AI interactions into persistent, executable scripts. Supports multi-language execution (Bash, Python, Node.js, TypeScript) with guaranteed consistency and reduced hallucination risks.

8 TypeScript Updated 12mo ago Score 43
MCP Server Maintained

sachinuppal/modelcostsaver

Offline LLM cost prediction: estimate/predict request cost, select the cheapest capable model, compare models, list pricing, and optimize requests. 7 tools, no API keys, runs via npx @workswarm/modelcostsaver.

0 TypeScript Updated 1mo ago Score 43
MCP Server Maintained

nikhilnt1234/TokenBurnRate

Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with optimization hints and $ savings estimates. 📇🏠

1 TypeScript Updated 1mo ago Score 41
MCP Server Maintained

forgemeshlabs/aso-audit-mcp

Free Agent Signal Optimization scanner for website/API agent readiness. Scores discovery, identity, trust, commerce, reputation, and memory signals; validates robots.txt AI bot rules, llms.txt, agent.json, Google A2A agent cards, MCP server cards, API catalogs, OAuth metadata, x402, pricing, security.txt, status endpoints, and cross-file identity consistency. Returns ASO maturity levels, evidence,

1 TypeScript Updated 1mo ago Score 41
MCP Server Stale

Auctalis/nocturnusai

Deterministic reasoning engine for AI agent context compression. Extracts structured facts with logical inference, proof chains, and truth maintenance. REST API, Python/TypeScript SDKs, and MCP server integration.

3 Kotlin Updated 3mo ago Score 39
MCP Server Active

marras0914/agent-toolbelt

20 focused API tools for AI agents: schema generation, text extraction, token counting, regex/cron building, prompt optimization, web summarization, document comparison, and more. TypeScript SDK + LangChain wrappers included.

1 TypeScript Updated 2d ago Score 38
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