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19,597 MCP servers
Vendor-operated and community listings, with live-check and source-verification states shown independently.
| Server | Type | Category | Access | Setup |
|---|---|---|---|---|
spaceweather-mcpAn MCP server providing 15 tools across 4 data sources (NOAA SWPC, NASA DONKI, USGS, Kyoto WDC) to retrieve real-time and forecasted space weather data, including solar flares,… | CommunityPackage | AI and machine learning | Source reviewed | |
Spain Open Data MCPAn MCP server that enables agents to answer business and demographic questions about Spain using public data sources like INE and OpenStreetMap. | CommunityPackage | Data and analytics | Source reviewed | |
Spain Tenders MCPThe Spain Tenders MCP server provides access to Spanish public procurement data from the official PLACSP platform. | CommunityPackage | Data and analytics | Source reviewed | |
SpanHound MCPSpanHound captures local AI agent traces via OpenTelemetry and exposes read-only MCP tools to inspect failures, approval decisions, token usage, and run comparisons. | CommunityPackage | Developer tools | Source reviewed | |
SpanHound MCPSpanHound is a community MCP server that captures local AI agent traces via OpenTelemetry and exposes read-only tools for inspecting failures, approval decisions, token usage, and… | CommunityPackage | Developer tools | Source reviewed | |
Spanlens MCPAn MCP server that allows agents in Cursor, Claude Desktop, or Continue to query Spanlens LLM observability data, including request logging, cost tracking, and agent tracing for… | CommunityPackage | AI and machine learning | Source reviewed | |
Spanning Cloud Backup MCPAn MCP server that exposes the Spanning Cloud Backup API, allowing AI assistants to manage SaaS backup posture for M365, Google Workspace, and Salesforce tenants. | CommunityPackage | Cloud and infrastructure | Source reviewed | |
Spanning Cloud Backup MCPAn MCP server that exposes the Spanning Cloud Backup API to AI assistants like Claude. | CommunityPackage | Cloud and infrastructure | Source reviewed | |
SPARDA MCPSPARDA is a deterministic, offline security gate for AI edits that compiles backend code into a behavior graph to statically prove safety. | CommunityPackage | Developer tools | Source reviewed | |
spa-reader-mcpAn MCP server that uses Playwright to render JavaScript Single Page Applications (SPAs) and extracts clean, LLM-ready Markdown content using Readability and Turndown. | CommunityPackage | Developer tools | Source reviewed | |
SpareHive GPU Advisor MCPA read-only MCP server that provides GPU VRAM requirements, model fit checks, and rental pricing data for AI agents. | CommunityRemote HTTP | AI and machine learning | No sign-in100% uptime | |
Sparewise MCPSparewise is a free Windows PC cleaner and storage analyzer that functions as an MCP server for AI agents. | CommunityPackage | Developer tools | Source reviewed |
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Remote listings are live-checked and re-checked weekly. Local packages are validated from their attributed registry or catalog source and are never executed by Koskamo. Community and vendor evidence are labelled separately.
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