Find your next MCP server
Find remote and local MCP servers by task, transport, capability, access, and publisher, with clear verification labels.
19,620 MCP servers
Vendor-operated and community listings, with live-check and source-verification states shown independently.
| Server | Type | Category | Access | Setup |
|---|---|---|---|---|
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 | |
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 |
Browse by category
Let your agent find its tools
Add Koskamo to your agent to find official MCP servers for a task, inspect access requirements, and get setup links. Public discovery needs no key.
How listings and verification work
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.
Access labels describe remote connection and discovery. Individual tools may require accounts, credentials, permissions, or payment. Registry membership and endpoint checks are not security audits.
List your own server