Monitor and optimize the operational costs of large language model deployments with real-time spend tracking and performance metrics. Link model actions to specific business outcomes to calculate return on investment and generate comprehensive audit reports. Automate cost-saving measures through budget guardrails, model routing recommendations, and predictive failure analysis.
Independent MCP server by swisstrip for Swiss Federal Railways (SBB/CFF/FFS) — all schedules, prices, ticket links via SBB's official SMAPI.
Institutional-grade quant toolkit for prediction-market trading on Kalshi and Polymarket. Ten tools covering expected value, Kelly position sizing, Bayesian updating, probability/odds conversion, base-rate gaps, combo edge, cross-platform arbitrage, market pulse, commodity edge, and KL-divergence mispricing detection. Free stateless calculators plus Pro data tools.
Generate, edit, and export AI presentations to PDF, PPTX, or a shareable link.
42 herramientas de fiscalidad, derecho laboral y finanzas de España: IRPF, autónomos, nóminas, despidos, herencias, pensiones e hipotecas. Cálculos con normativa española. Compatible con Claude, ChatGPT, Mistral y cualquier cliente MCP. Sin registro, sin API key.
Read-only access to the TravelType travel catalog: search and explore cities, countries, and points of interest, get POI details, and find similar places worldwide.
SMS MCP server for AI coding tools and developers to integrate SMS messaging, notifications, OTPs, alerts, reminders, and automations into apps using real Android devices via SMS8.io.
Real estate analysis tools (property data extraction, FHA compliance scanning, investment metrics) with x402 micropayments on Base L2.
Create PlantUML diagrams with automatic syntax validation and auto-fix suggestions. Get embeddable image URLs for valid diagrams and structured feedback to resolve issues. Encode or decode PlantUML code for easy URL sharing.
Accesses the web to provide detailed, contextually relevant search results with accurate citations. Delivers real-time information and deep insights by querying advanced language models. Streamlines research tasks by synthesizing data from multiple online sources into concise answers.
**[HeyClaude](https://heyclau.de)** is the curated directory for Claude Code and AI workflow resources — agents, MCP servers, skills, hooks, slash commands, rules, and guides. ## What this server does - **`search_registry`** — full-text search across 400+ entries by keyword, category, or tag - **`get_entry`** — fetch full metadata for any entry (description, install instructions, safety/privacy notes, source links) - **`list_categories`** — browse available categories ## W
Access to ADEME datasets (French ecological transition agency) - data on energy, environment, waste, transport, housing
AI-powered repository management for Compoid - Search records, download artifacts, create entries, and manage communities with natural language.
Real-time electricity prices for AI agents. Spot prices, cheapest hours, and contract recommendations. 40+ countries across Europe, North America, Oceania, Asia, and Africa. No authentication required.
Search millions of public GitHub repositories for real-world code patterns and API implementations. Find production-ready examples of syntax, configurations, and library integrations to improve your development workflow. Discover exactly how other developers solve specific programming challenges using powerful literal and regular expression searches.
AI-native ERP and accounting MCP server for invoice automation, quotations, recurring billing, ledger workflows, and finance operations.
Access and search Branch's official API documentation directly within any AI agent or client. Streamlines technical lookups for endpoints, schemas, and workflows via live data.
Analyze significant price movements in US stocks to provide clear explanations behind market shifts. Identify key drivers such as earnings reports, news events, and analyst ratings for major companies across the S&P 500 and NASDAQ. Stay informed on broader sector trends by pinpointing the specific causes of daily volatility.
MCP for public datasets on BNM Open Data API (Developed by Seah Boon Keong) Allows users to access a wide range of financial and economic data published by Bank Negara Malaysia. Users can retrieve data on various economic indicators such as current exchange rates, OPR, interbank activity, government bond yields, monetary aggregates, reserves, gold prices, consumer alerts, etc.
Delegare provides secure payments for AI agents. Google AP2-powered payment authorization for AI agents. Issue scoped spending mandates with hard limits, merchant controls, and no exposure of card credentials or private keys. Agents pay across dual rails: cards and ACH via Stripe, or USDC and USDT on Coinbase Base. Supports paid API access and x402-protected requests through MCP.
# claude-faf-mcp FAF MCP server for Claude-compatible clients, with 33 tools for creating, validating, scoring, and syncing `.faf` Project DNA files. Install: `npm install -g claude-faf-mcp` It helps reduce AI context drift by making project context operations structured and repeatable across sessions and IDE agents. GitHub: https://github.com/Wolfe-Jam/claude-faf-mcp npm: https://www.npmjs.com/package/claude-faf-mcp Smithery (auto-CLI): https://smithery.ai/servers/wo
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Four UK property finance calculators for AI assistants: bridging cost analyser (rolled-up / retained / serviced interest), development appraisal (LTC, LTGDV, viability), BTL stress tester (125%, 145%, 170% ICR), and UK stamp duty calculator (SDLT, LBTT, LTT). Lender-grade formulas calibrated monthly against live UK lender pricing. Built by [FD Commercial & Bridging Ltd](https://www.fdcommercial.co.uk), a specialist UK property finance broker advising since 2013. Every respon
▎ Tokyo housing market data for foreigners. Search 18,000+ weekly-scraped rental listings, compare Tokyo's 23 wards, estimate move-in costs, and get data-backed negotiation strategies. Data sourced from SUUMO, Homes.co.jp, and at Home.
Kinescope MCP Server — Integrates Kinescope's video platform with AI assistants via the Model Context Protocol. Manage videos, access analytics, control live streams, and automate workflows through natural language. Upload, organize, update metadata, view performance metrics, and manage playlists without leaving your AI assistant. Useful for content creators, media teams, and developers who want to streamline video operations with AI assistance.
W-2 event staffing data for AI agents: 300+ US and Canadian markets, brand ambassadors, registration, hospitality, setup/breakdown, and more. Five read-only lookups (coverage, rates, lead-time guidance, state compliance) plus an opt-in request_quote submission. No authentication required. Connect with the URL alone.
Real estate market intelligence, financial calculators, and capital advisory tools covering all 50 US states plus DC and Puerto Rico. Access CFO-level market data for 86,000+ locations, calculate DSCR and flip ROI with professional assessments, check financing eligibility, and screen investment opportunities — powered by Census ACS and Zillow data. **23 tools** across 5 categories: - **Market Intelligence** — Search 86K+ locations, compare markets side-by-side, find nearby
XGR.Network MCP is a connector for XGRChain and the XDaLa on-chain process engine, enabling AI agents to access chain data, inspect process activity, and prepare secure workflow actions for user-controlled wallet signing.
Query US tap-water quality from the EPA's own SDWIS records: the water systems serving a city, contaminants and violations on record (with dates and whether the EPA classifies them as health-based), compare cities, and explain contaminants. Public, no-auth, read-only — ~19,000 cities across all 50 states + DC, ~1.5M EPA records. Every response reports what the EPA recorded, never a safety verdict.
Hosted MCP server for AI brand visibility research. Search brands, prompts, and dataset stats across Parse's AI visibility index covering ChatGPT, Google AI Overviews, Perplexity, Copilot, and more.
斯特丹STERDAN天猫旗舰店产品咨询MCP Server — 洛阳高端钢制办公家具，1374个SKU，涵盖保密柜、更衣柜、公寓床、货架、快递柜等产品线。 #e-commerce #product-catalog #steel-furniture #china
MCP server for Russian construction market data. Access 3,395 construction companies, 13,436 projects across 18 regions of Russia. Search contractors, compare prices, analyze ratings, get market reports — all via MCP protocol. 21 tools including search, analytics, cost estimation, contractor recommendations, and request-for-quote lead generation. Real data from 2GIS and company websites. SEO-friendly company pages and full sitemap with 3,400+ URLs.
Nansen MCP is a Model Context Protocol (MCP) server that provides access to Nansen's institutional-grade blockchain intelligence platform. It transforms Nansen's onchain intelligence into an accessible interface that AI agents, developers, and researchers can use to analyze crypto markets and blockchain activity.
Search AI-powered audio walking, cycling and driving tours by city. Votura creates narrated tours with stop-by-stop audio guides, deep links, and multilingual support.
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delivers: - 163 curated datasets (Department of Statistics Malaysia + sources) - Programmatic tools: discover, query, get latest, correlation, ARIMA forecasts (with fallback) Benefits: Accessibility - Economists, analysts, and policymakers can interact without technical barriers. Speed - Instant retrieval of complex datasets. Ability to support forecast and correlation features. Integration - Enable in
Access your HubSpot CRM through AI assistants. Search contacts, view deal pipelines, check ticket status, pull company details, and explore your sales data through natural language.