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Implements MCP resource and tool handlers that translate natural language requests into structured geographic queries, returning GeoJSON-compatible location objects with latitude, longitude, and administrative boundaries.","intents":["I want Claude to look up coordinates for a city or address without leaving the conversation","I need to build an AI agent that can resolve place names to geographic coordinates for mapping workflows","I want my AI assistant to perform reverse geocoding (coordinates to place names) in real-time"],"best_for":["AI developers building location-aware agents in Claude Desktop or Cursor","Teams integrating geographic context into multi-turn AI conversations","Builders creating MCP-compatible tools that need authoritative location data"],"limitations":["Geographic data accuracy depends on upstream provider coverage — may have gaps in remote or newly-named regions","No built-in caching layer — repeated queries for same location incur latency","Rate limiting may apply depending on Apogeio API tier; no local fallback for offline operation"],"requires":["MCP-compatible AI client (Claude Desktop, Cursor, or other MCP host)","Network connectivity to Apogeio API endpoints","Valid API key or authentication token for Apogeio service"],"input_types":["text (place name, city, address)","structured data (latitude/longitude pair)"],"output_types":["structured data (GeoJSON Feature objects)","text (formatted location descriptions)"],"categories":["tool-use-integration","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apogeoapi-apogeoapi-mcp__cap_1","uri":"capability://tool.use.integration.live.foreign.exchange.rate.resolution.via.mcp.tools","name":"live foreign exchange rate resolution via mcp tools","description":"Provides real-time currency exchange rates through MCP tool handlers that accept source and target currency codes, returning current bid/ask spreads and conversion rates. Implements caching at the MCP server level to reduce redundant API calls within a conversation session, with configurable TTL for rate freshness. Supports multi-currency queries and historical rate context when available from the upstream Apogeio API.","intents":["I want Claude to convert between currencies in real-time during a conversation about international pricing","I need an AI agent to fetch current exchange rates for financial calculations without manual API calls","I want to build a multi-currency calculator that leverages Claude's reasoning with live rate data"],"best_for":["FinTech developers building AI-assisted currency conversion tools","International business teams using Claude for pricing and cost analysis","Builders creating financial agents that need authoritative, real-time rate data"],"limitations":["Exchange rates are delayed by 1-5 minutes depending on Apogeio's data source refresh interval","Supports only major currency pairs; exotic or historical currencies may not be available","No built-in rate history or trend analysis — only point-in-time rates"],"requires":["MCP-compatible AI client with tool-calling support","Network connectivity to Apogeio API","Valid Apogeio API credentials"],"input_types":["text (currency codes like 'USD', 'EUR')","structured data (source currency, target currency, amount)"],"output_types":["structured data (exchange rate object with bid/ask)","text (formatted conversion result)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apogeoapi-apogeoapi-mcp__cap_2","uri":"capability://tool.use.integration.ip.geolocation.lookup.with.autonomous.system.and.isp.resolution","name":"ip geolocation lookup with autonomous system and isp resolution","description":"Exposes IP geolocation capabilities through MCP tools that accept IPv4 or IPv6 addresses and return geographic location (country, city, coordinates), autonomous system number (ASN), ISP name, and connection type. Uses the Apogeio IP geolocation API backend with structured response parsing, enabling Claude to understand network origin and infrastructure context. Supports batch IP lookups within a single tool invocation for efficiency.","intents":["I want Claude to identify the geographic origin and ISP of an IP address during security analysis","I need an AI agent to geolocate traffic sources for fraud detection or compliance workflows","I want to build a network intelligence tool that enriches IP addresses with location and ASN data"],"best_for":["Security and DevOps teams using Claude for incident investigation and threat analysis","Fraud detection engineers building AI-assisted risk assessment workflows","Network engineers creating MCP-based infrastructure monitoring agents"],"limitations":["IP geolocation accuracy is ±50-100km for city-level precision; rural areas have lower accuracy","VPN and proxy IPs may return the VPN provider's location rather than true user location","Batch lookups have a per-request limit (typically 100 IPs); larger batches require pagination","No real-time threat intelligence integration — returns location/ASN only, not abuse reputation"],"requires":["MCP-compatible AI client","Network connectivity to Apogeio API","Valid Apogeio API key with IP geolocation tier enabled"],"input_types":["text (single IPv4 or IPv6 address)","structured data (array of IP addresses for batch lookup)"],"output_types":["structured data (geolocation object with country, city, ASN, ISP)","text (formatted location and network details)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apogeoapi-apogeoapi-mcp__cap_3","uri":"capability://tool.use.integration.mcp.protocol.server.implementation.with.schema.based.tool.registration","name":"mcp protocol server implementation with schema-based tool registration","description":"Implements a fully-compliant MCP server that registers geographic, exchange rate, and IP geolocation tools using the MCP tool schema specification. Handles MCP protocol handshake, resource discovery, and tool invocation lifecycle. Built with proper error handling, request validation, and response serialization to ensure compatibility with Claude Desktop, Cursor, and other MCP hosts. Supports both stdio and HTTP transport modes for flexible deployment.","intents":["I want to deploy a custom data service that Claude can call natively without writing custom integrations","I need to build an MCP server that exposes multiple related tools with consistent schema and error handling","I want to understand how to implement MCP protocol compliance for my own tool ecosystem"],"best_for":["Developers building custom MCP servers for proprietary or specialized data sources","Teams deploying Claude integrations that need protocol-level compatibility guarantees","Open-source maintainers creating reusable MCP tool collections"],"limitations":["MCP protocol version lock — server must match client's supported MCP version (currently 1.0+)","No built-in authentication beyond API key forwarding — relies on upstream service auth","Stdio transport mode requires process management; HTTP mode adds network latency","Tool schema validation is strict — malformed responses will be rejected by MCP clients"],"requires":["Node.js 16+ or Python 3.8+ (depending on SDK choice)","MCP SDK for your language (e.g., @modelcontextprotocol/sdk for Node.js)","Understanding of MCP protocol specification and tool schema format"],"input_types":["structured data (MCP protocol messages)","tool invocation requests with typed parameters"],"output_types":["structured data (MCP protocol responses)","tool results with typed return values"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apogeoapi-apogeoapi-mcp__cap_4","uri":"capability://tool.use.integration.smithery.package.registry.integration.and.auto.discovery","name":"smithery package registry integration and auto-discovery","description":"Registers the apogeoapi-mcp server with the Smithery MCP package registry, enabling one-click installation in Claude Desktop and Cursor via the registry UI. Implements standardized package metadata (name, version, description, dependencies) and configuration schema that Smithery uses for automated server discovery and installation. Supports automatic updates through Smithery's version management system.","intents":["I want to install the apogeoapi MCP server in Claude Desktop without manual configuration","I need to discover available MCP tools for geographic and financial data through a centralized registry","I want to keep my MCP server updated automatically when new versions are released"],"best_for":["Non-technical Claude Desktop users who want to add geographic/financial capabilities","Teams managing multiple MCP servers and preferring centralized registry-based installation","Open-source maintainers distributing MCP tools to a broad audience"],"limitations":["Smithery registry availability is a hard dependency — offline users cannot discover or install from registry","Package updates are asynchronous; users must manually trigger update checks or wait for scheduled refresh","Registry metadata is immutable once published — version corrections require a new release"],"requires":["Claude Desktop 0.7.0+ or Cursor with MCP support","Internet connectivity to Smithery registry","Smithery account for package maintainer (not required for end users)"],"input_types":["text (package name search in registry UI)"],"output_types":["structured data (package metadata, installation config)","executable (MCP server installation and launch)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apogeoapi-apogeoapi-mcp__cap_5","uri":"capability://tool.use.integration.multi.client.mcp.host.compatibility.layer","name":"multi-client mcp host compatibility layer","description":"Implements MCP protocol compliance that works across Claude Desktop, Cursor, and other MCP-compatible AI assistants through abstraction of client-specific transport and capability negotiation. Detects client capabilities during handshake and adapts tool schemas and response formats accordingly. Handles version negotiation and graceful degradation for older MCP protocol versions.","intents":["I want to use the same apogeoapi MCP server with both Claude Desktop and Cursor without reconfiguration","I need my MCP tools to work reliably across different AI assistant implementations","I want to future-proof my MCP server for compatibility with new MCP-compatible clients"],"best_for":["Teams using multiple MCP-compatible AI assistants and needing consistent tool availability","MCP server developers building tools that must work across fragmented client ecosystem","Organizations standardizing on MCP protocol and requiring cross-client compatibility"],"limitations":["Client-specific features (e.g., Claude's extended context) cannot be leveraged — server must use lowest-common-denominator capabilities","Version negotiation adds ~50-100ms to initial handshake","Some clients may have incomplete MCP implementation — server cannot work around client bugs"],"requires":["MCP-compatible AI client (Claude Desktop 0.7.0+, Cursor, or equivalent)","MCP protocol version 1.0 or higher support in client"],"input_types":["structured data (MCP protocol handshake messages)"],"output_types":["structured data (capability negotiation response)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apogeoapi-apogeoapi-mcp__cap_6","uri":"capability://tool.use.integration.structured.error.handling.and.validation.for.tool.invocations","name":"structured error handling and validation for tool invocations","description":"Implements comprehensive input validation and error handling for all MCP tool invocations, including type checking, parameter bounds validation, and API error translation. Returns structured error responses with actionable error messages and retry guidance. Validates IP addresses, currency codes, and geographic coordinates before forwarding to upstream APIs, reducing unnecessary API calls and providing immediate feedback to Claude.","intents":["I want Claude to handle invalid inputs gracefully without failing the entire conversation","I need clear error messages when a geographic lookup or currency conversion fails","I want to avoid wasting API quota on malformed requests"],"best_for":["Production deployments where API quota and reliability are critical","Teams building Claude agents that must handle user input robustly","Developers debugging MCP tool integration issues"],"limitations":["Validation logic is synchronous — complex validation rules may add latency","Error messages are constrained by MCP response schema — cannot include full stack traces","Upstream API errors are translated to generic messages — specific API error details may be lost"],"requires":["MCP-compatible client that supports error response handling"],"input_types":["structured data (tool invocation with parameters)"],"output_types":["structured data (error response with error code and message)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":47,"verified":false,"data_access_risk":"moderate","permissions":["MCP-compatible AI client (Claude Desktop, Cursor, or other MCP host)","Network connectivity to Apogeio API endpoints","Valid API key or authentication token for Apogeio service","MCP-compatible AI client with tool-calling support","Network connectivity to Apogeio API","Valid Apogeio API credentials","MCP-compatible AI client","Valid Apogeio API key with IP geolocation tier enabled","Node.js 16+ or Python 3.8+ (depending on SDK choice)","MCP SDK for your language (e.g., @modelcontextprotocol/sdk for Node.js)"],"failure_modes":["Geographic data accuracy depends on upstream provider coverage — may have gaps in remote or newly-named regions","No built-in caching layer — repeated queries for same location incur latency","Rate limiting may apply depending on Apogeio API tier; no local fallback for offline operation","Exchange rates are delayed by 1-5 minutes depending on Apogeio's data source refresh interval","Supports only major currency pairs; exotic or historical currencies may not be available","No built-in rate history or trend analysis — only point-in-time rates","IP geolocation accuracy is ±50-100km for city-level precision; rural areas have lower accuracy","VPN and proxy IPs may return the VPN provider's location rather than true user location","Batch lookups have a per-request limit (typically 100 IPs); larger batches require pagination","No real-time threat intelligence integration — returns location/ASN only, not abuse reputation","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7306035060364084,"quality":0.39,"ecosystem":0.49000000000000005,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:25.635Z","last_scraped_at":"2026-05-03T15:18:25.566Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=apogeoapi-apogeoapi-mcp","compare_url":"https://unfragile.ai/compare?artifact=apogeoapi-apogeoapi-mcp"}},"signature":"49kzAyPecSAJv7o4NpomPhkObpL16qWCcKtwJl5Hji3zAi11FaOjAMHaysJpPFZ7CUB9fkqhnAKie5PgfviaCA==","signedAt":"2026-06-20T22:38:26.526Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/apogeoapi-apogeoapi-mcp","artifact":"https://unfragile.ai/apogeoapi-apogeoapi-mcp","verify":"https://unfragile.ai/api/v1/verify?slug=apogeoapi-apogeoapi-mcp","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}