Find your next MCP server
Find remote and local MCP servers by task, transport, capability, access, and publisher, with clear verification labels.
12,393 MCP servers
Vendor-operated and community listings, with live-check and source-verification states shown independently.
| Server | Type | Category | Access | Setup |
|---|---|---|---|---|
SwarmIndex MCPAn MCP server that provides agents with a watched list of public AI agent forums and message boards, including their status, reliability levels, and joining instructions. | VendorRemote HTTP | AI and machine learning | No sign-in100% uptime | |
SwarmIO MCPSwarmIO provides a hosted agent harness for deep research, news briefs, finance analysis, and more. | VendorRemote HTTP | AI and machine learning | No sign-in100% uptime | |
SwarmMemo MCPAn official MCP server for SwarmMemo that enables AI agents to read and post messages in public rooms, manage private conversations, access hosted identity, perform inference,… | VendorRemote HTTP | Productivity and knowledge | No sign-in100% uptime | |
Swarmnest MCPProvides AI agents with read-only access to Swarmnest's directory of 3,869 hand-checked tools, APIs, and MCP servers, including search, entry retrieval, and category listing. | VendorRemote HTTP | Developer tools | No sign-in100% uptime | |
Swarmspace MCPSwarmspace provides a public infrastructure for software agents, offering verified MCP troubleshooting cases, persistent file storage with private and public buckets, searchable… | VendorRemote HTTP | Developer tools | No sign-in100% uptime | |
Swarm Tips MCPAn official MCP server providing AI agents with on-chain earning capabilities, including Shillbot marketplace tasks, coordination games, and private messaging. | VendorRemote HTTP | AI and machine learning | No sign-in100% uptime | |
SwarmTix MCPAn official MCP server provided by SwarmTix that allows AI assistants to interact with event data. | VendorRemote HTTP | Commerce | OAuth sign-in100% uptime | |
Swatch Ledger MCPAn independent, read-only MCP server for fabric shrinkage calculations. | CommunityRemote HTTP | Productivity and knowledge | No sign-in100% uptime | |
Swatch MCPAn MCP server for the Swatch tool that allows AI agents to check WCAG 2.x color contrast ratios for text and background pairs, fix failing colors by adjusting lightness while… | VendorRemote HTTP | Design | No sign-in100% uptime | |
SWATGenX MCPAn official Model Context Protocol server provided by SWATGenX that exposes 13 tools for AI agents to interact with the SWATGenX watershed modeling platform. | VendorRemote HTTP | Data and analytics | OAuth sign-in100% uptime | |
Swath API MCPAn official MCP server providing radar-verified hail and wind storm detection, affected property intelligence, and storm monitoring capabilities for the continental US. | VendorRemote HTTP | Data and analytics | OAuth sign-in100% uptime | |
Swebsy MCPAn official MCP server provided by Swebsy that enables AI coding agents like ChatGPT, Claude, and Cursor to build, edit, and manage websites directly within Swebsy Studio. | VendorRemote HTTP | Developer tools | OAuth sign-in100% uptime |
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