"Creating a Weather Forecast System" matching MCP connectors:
Matching Connector Tools:
CareerProof MCP gives AI agents direct access to a professional-grade career and workforce intelligence platform. Two namespaces: atlas_* for HR/TA teams (candidate evaluation, batch shortlisting, competency scoring, interview generation, JD analysis, custom eval frameworks, research reports) and ceevee_* for professionals (CV optimization, career positioning, salary intelligence, market reports). Backed by RAG knowledge from 50+ premium research sources (McKinsey, BCG, HBR, Gartner, WEF)
AI-powered 3D globe control via MCP. 43 tools for CesiumJS — camera flight, GeoJSON/3D Tiles layers, entities, animation, spatial analysis, heatmaps, and more. Connect any MCP-compatible AI agent to control a CesiumJS 3D globe through natural language.
Execution Market is the Universal Execution Layer — infrastructure that converts AI intent into physical action. AI agents publish bounties for real-world tasks (verify a store is open, photograph a location, notarize a document, deliver a package). Human executors browse, accept, and complete these tasks with verified evidence (GPS-tagged photos, documents, data). Upon approval, payment is released instantly and gaslessly via the x402 protocol in USDC across 8 EVM chains. Key cap
The Google Compute Engine MCP server is a fully-managed Model Context Protocol server that provides tools to manage Google Compute Engine resources through AI agents. It enables capabilities including instance management (creating, starting, stopping, resetting, listing), disk management, handling instance templates and group managers, viewing machine and accelerator types, managing images, and accessing reservation and commitment information. The server operates as a zero-deployment, enterprise-grade endpoint at https://compute.googleapis.com/mcp with built-in IAM-based security.
DC Hub Nexus — Data Center Intelligence for AI Agents Real-time access to the world's most comprehensive data center intelligence platform. 20,000+ facilities across 140+ countries, $185B+ in tracked M&A transactions, 580+ pipeline projects. PRICING Free ($0) — No API key required 5 results per query, 50 calls/day, all 24 tools, some fields redacted Developer ($49/mo) — For AI developers and analysts 100 results per query, 2,000 calls/day, full field access Get it: https://buy.stripe.com/7sY5kE8F4fs13ml0PEaZi0c Pro ($199/mo) — For teams 500 results per query, 10,000 calls/day, bulk export, historical data Enterprise ($699/mo) — For organizations 10,000 results per query, 100,000 calls/day, dedicated support, custom integrations TOOLS (24) Facility Search: search_facilities, get_facility Transactions: list_transactions, get_pipeline, get_market_intel Site Analysis: analyze_site, compare_sites, get_colocation_score, get_microgrid_viability Grid & Energy: get_grid_data, get_grid_headroom, get_grid_intelligence, get_energy_prices, get_infrastructure Connectivity: get_fiber_intel, get_renewable_energy, get_geothermal_potential, get_water_risk, get_tax_incentives Platform: get_news, get_agent_registry, get_intelligence_index, get_backup_status, get_dchub_recommendation AUTHENTICATION Pass your API key as an HTTP header in your MCP client config: "url": "https://dchub.cloud/mcp" "headers": { "x-api-key": "dchub_dev_your_key_here" } Works with Claude Desktop, Cursor, Windsurf, Claude Code, GitHub Copilot, and any MCP-compatible client. Endpoint: https://dchub.cloud/mcp Transport: Streamable HTTP Website: https://dchub.cloud Connect: https://dchub.cloud/connect
AI-first file sharing and collaboration. 251 tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. 50GB free, no credit card.
251Data center intelligence: 20,000+ facilities, M&A deals, site scoring, and market analytics.
Markdown-based note-taking with a hosted MCP server. Your notes serve you and your AI.
The Google GKE MCP server is a managed Model Context Protocol server that provides AI applications with tools to manage Google Kubernetes Engine (GKE) clusters and Kubernetes resources. It exposes a structured, discoverable interface that allows AI agents to interact with GKE and Kubernetes APIs, enabling them to inspect cluster configurations, retrieve Kubernetes resource YAMLs, monitor operations like cluster upgrades, diagnose issues, and optimize costs—all without needing to parse text output or use complex kubectl commands.
Connect engineering metrics, DORA performance, and deploy risk scoring to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.
Agent-native developer Q&A with REST, MCP, and A2A discovery endpoints.
A self-improving memory layer. Your memory, notes, tasks and goals, remembered everywhere.
- mcpOAuth
A Model Context Protocol server for Wix AI tools
Enterprise code intelligence for M&A, security audits, and tech debt. Hosted server with 200k free.
Deploy full-stack web apps with database, file storage, auth, and RBAC via a single API call.
A global shared memory bank and knowledge base exclusively for autonomous AI agents. It prevents agents like Cursor and Claude from hallucinating the same bug fixes twice by allowing them to search for and contribute verified solutions. Full installation guide: https://github.com/aiagentoverflow/agents-overflow-mcp-docs
AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard
Join.cloud is Slack for AI agents. Create rooms, invite agents, and let them collaborate in real-time. Agents communicate via broadcast messages or DMs, and each room is a standard git repository for code collaboration (clone/push/pull).
A Remote MCP Server that checks every email before your agent acts on it. Connect via MCP protocol, pay per use with Skyfire.
- gmailOAuth
A MCP server for Gmail that lets you search, read, and draft emails and replies.
A collaborative repository where AI agents and humans share research, images, videos and papers.
A server to provide information about EOxElements custom elements for coding agents.
MCPCalc gives agents access to a comprehensive library of calculators spanning finance, math, health, construction, engineering, food, automotive, and more. It includes a full Computer Algebra System (CAS) and a grid-based Spreadsheet calculator.
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base Mainnet. Competitive game theory meets an on-chain USDC economy with native Model Context Protocol (MCP) integration.
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entries.
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
MCP server providing developer tools data including npm packages, Stack Overflow Q&A, GitHub trending repos, and code snippets for AI agents.
Send a coupling matrix, get zone classifications and optimal factorization strategy.
Send a coupling matrix, get zone classifications and optimal factorization strategy.
Search and browse a curated gallery of memes, infographics, and visual content.
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.
Hawaii MCP: tours, events, weather, restaurants, and day-plan itineraries across 4 islands.
Connect AI coding agents to Anima Playground, Figma, and your design system.
The AWS Knowledge MCP server is a fully managed remote Model Context Protocol server that provides real-time access to official AWS content in an LLM-compatible format. It offers structured access to AWS documentation, code samples, blog posts, What's New announcements, Well-Architected best practices, and regional availability information for AWS APIs and CloudFormation resources. Key capabilities include searching and reading documentation in markdown format, getting content recommendations, listing AWS regions, and checking regional availability for services and features.
- braveOAuth
Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,…
Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress.
- gcalOAuth
A MCP server that works with Google Calendar to manage event listing, reading, and updates.
The BigQuery remote MCP server is a fully managed service that uses the Model Context Protocol to connect AI applications and LLMs to BigQuery data sources. It provides secure, standardized tools for AI agents to list datasets and tables, retrieve schemas, generate and execute SQL queries through natural language, and analyze data—enabling direct access to enterprise analytics data without requiring manual SQL coding.
Swiss weather data for AI assistants — forecasts, measurements, stations, pollen.
Fuses biometric signals into a stress score (0-100) for AI adaptation. MCP + A2A native.
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/receive email.
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.
Reserve a subdomain, upload .zip via MCP, get a link. Static only (Nginx; no PHP, no DBs).
The Manifold Markets MCP server provides comprehensive access to prediction market features, enabling users to create and manage markets, execute trades, and manage liquidity through a clean interface. It facilitates sophisticated market interactions with Manifold's platform, including market discovery, trading operations, information retrieval for users and portfolios, and social features like following markets and transferring mana.
Real-time US weather data via National Weather Service API. Forecasts, alerts, and observations.
A managed AI marketing agent that plugs into all your AI tools. Ask about your marketing in plain English — Agentcy analyzes data across GA4, Google Ads, Search Console, WooCommerce, and more, then delivers synthesized insights and recommendations. Not a data dump. Not a dashboard. An agent that thinks. Sign up at goagentcy.com to configure your domains and data sources. Free plan includes 50 requests/month — paid plans start at $29/mo.
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant into an autonomous employee. Connect once and your agents gain access to a growing ecosystem of tools, workflows, and skills spanning communication, data analytics, development, file management, search, and more. AgentPMT dynamically discovers and orchestrates tools from across the MCP ecosystem, so your agents can independently find the right tool for any task without manual configuration.
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.
Persistent semantic memory-as-a-service for legal AI agents. Store and recall case notes, client context, and matter history via MCP. Namespace-isolated, audit-logged, and GDPR-compliant.
Secureship MCP gives AI assistants access to a multi-carrier shipping API covering rate comparison, label generation, package tracking, pickup scheduling, address book management, shipment history, customs documents, and more — across carriers like UPS, FedEx, Purolator, Canpar, and others. Browse 150+ live endpoint schemas, parameters, and auth details — always current, never stale.
A unified biomedical graph database that integrates 50+ primary data sources — genes, proteins, compounds, diseases, pathways, and clinical data — into a single queryable graph with billions of cross-reference edges. Its native MCP server gives LLMs direct access to structured, authoritative biomedical data, complementing their reasoning with reliable identifiers and up-to-date database content.
The Ferryhopper MCP server is a connector for LLMs and AI Agents in maritime travel that exposes ferry routes, schedules, and booking options. It enables AI assistants to search ports and connections across 33 countries and 190+ ferry operators, provide real-time ferry itineraries with indicative prices, and assist users with planning island-hopping or multi-leg journeys by processing natural language queries about ferry times, passenger counts, and travel durations.
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
The Google Maps MCP server is a fully-managed server provided by the Maps Grounding Lite API that connects AI applications to Google Maps Platform services. It provides three main tools for building LLM applications: searching for places, looking up weather information, and computing routes with details like distance and travel time. The server acts as a proxy that translates Google Maps data into a format that AI applications can understand, enabling agents to accurately answer real-world location and travel queries.
Human-as-a-Service for AI agents. Delegate tasks that need a real human, get results via API.
Real-time US state ABC liquor license compliance records for AI agents. Covers CA, TX, NY, and FL — extracted from state portals and served as normalized JSON. Every response includes a _verifiability block with extraction timestamp, confidence score, and source URL.
Real-time LTL carrier fuel surcharge rates for freight and logistics AI workflows. Covers ODFL, Saia, Estes, ABF, R+L, and TForce — extracted weekly from carrier tariff pages and served as normalized JSON with a _verifiability block on every response.
Active weather alerts and warnings from the National Weather Service
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
Score sales candidates against a proprietary evaluation framework from 10,000+ real interviews. Two tools: generate custom interview scripts and score transcripts with ADVANCE/HOLD/PASS verdicts across 8 signal dimensions.