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19,625 MCP servers
Vendor-operated and community listings, with live-check and source-verification states shown independently.
| Server | Type | Category | Access | Setup |
|---|---|---|---|---|
Sparkbites MCPA Model Context Protocol server that allows AI agents to search a curated directory of over 500 design websites and install DESIGN.md files directly into their environment. | CommunityPackage | Design | Source reviewed | |
Sparkflights MCPA hosted MCP server that allows AI agents to search for verified flight fares by origin, destination, month, cabin, and price. | CommunityRemote HTTP | Commerce | No sign-in100% uptime | |
SparkForensics MCPAn MCP server that exposes tools for diagnosing, summarizing, and comparing Apache Spark job runs. | CommunityPackage | Developer tools | Source reviewed | |
Spark MCPAn open-source MCP server for the Spark workflow catalog that allows AI assistants to search, fetch, and install AI agents, skills, prompts, and other assets from the Spark… | CommunityRemote HTTP | Developer tools | No sign-in | |
Sparkplug B MCPAn MCP server for Sparkplug B that enables AI agents to interact with industrial IoT devices over MQTT. | CommunityPackage | AI and machine learning | Source reviewed | |
Spark SQL MCPThis community MCP server enables AI assistants to query Spark SQL clusters via the Thrift/HiveServer2 protocol. | CommunityPackage | Data and analytics | Source reviewed | |
Spawner MCPThe Spawner MCP server enables coding agents to manage self-hosted preview environments. | CommunityPackage | Developer tools | Source reviewed | |
spawnpop MCPAn MCP server that allows AI agents to generate Roblox game assets including GUI sets, icons, thumbnails, 3D props, and music. | CommunityRemote HTTP | Developer tools | No sign-in100% uptime | |
SPdex Football Data MCPA read-only MCP server providing football data including fixtures, scores, teams, venues, squads, and availability reports. | CommunityRemote HTTP | Data and analytics | API key100% uptime | |
Spdx License MCPAn MCP server that provides access to the canonical SPDX open-source license list. | CommunityPackage | Developer tools | Source reviewed | |
spdx-mcpAn MCP server that allows agents to search the SPDX license list, fetch metadata for specific license identifiers like MIT or Apache-2.0, and assist in reviewing dependencies or… | CommunityPackage | Developer tools | Source reviewed | |
Speak AI MCPThe Speak AI MCP server connects AI clients like Claude and ChatGPT to a Speak AI workspace, exposing tools to search recordings, read transcripts, create clips, run automations,… | CommunityPackage | Productivity and knowledge | Source reviewed |
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