Connect Your LLM to Floyd Labs
73 production-ready AI skills organized across 3 MCP servers. Access them via the JSON-RPC MCP protocol, the REST API, or interactive Swagger docs.
3 MCP Servers • 67 Mapped Tools • 73 Total Skills
floyd-core
Development operations, code analysis, build tools, git operations
ai-cognition
AI reasoning, pattern recognition, context management
ai-orchestration
Multi-agent coordination, task management, resource allocation
+ 10 Ghost Algorithms (bloom-sentinel, clone-lens, concept-lattice, consensus-voter, grammar-gate, merge-engine, patch-oracle, refactor-pathfinder, token-alchemist, viterbi-resolver) and 6 standalone analysis skills.
Two Ways to Access Floyd Labs
MCP Protocol (JSON-RPC 2.0)
Use the single-tool proxy pattern. Your LLM sees one tool ("floyd") that routes to all 73 skills. Context-efficient: 1 tool schema instead of 73.
POST https://floydslabs.com/api/mcpREST API + Swagger Docs
Browse servers, list tools, execute skills, and check metrics via standard REST endpoints. Full interactive documentation available.
Open API DocsGet Your API Key
Request access to get your unique Floyd Labs API key. Keys support rate limiting and usage tracking.
Request API AccessConfigure Your MCP Client
Add Floyd Labs to your MCP client configuration.
Claude Desktop
Add to your Claude Desktop config file (claude_desktop_config.json):
{
"mcpServers": {
"floyd-labs": {
"command": "npx",
"args": ["-y", "@anthropics/mcp-proxy"],
"env": {
"MCP_PROXY_URL": "https://floydslabs.com/api/mcp",
"MCP_PROXY_HEADERS": "Authorization: Bearer YOUR_API_KEY"
}
}
}
}Direct HTTP (Any Client)
For custom integrations, use the JSON-RPC 2.0 endpoint directly:
POST https://floydslabs.com/api/mcp
Content-Type: application/json
Authorization: Bearer YOUR_API_KEY
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list",
"params": {}
}Start Using Tools
Once connected, your LLM can access all 73 skills through the proxy tool, or use the REST API:
// MCP: Execute a skill through the floyd proxy
{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {
"name": "floyd",
"arguments": {
"action": "execute",
"skill": "concept-crystallization",
"args": { "action": "crystallize", "concept": "microservices" }
}
}
}
// REST: List all skills
GET /api/mcp/skills
// REST: Execute a skill directly
POST /api/mcp/skills/build-error-correlator/execute
Body: { "input": { ... } }
// REST: Browse server tools
GET /api/mcp/servers/floyd-core/toolsAPI Reference
Full interactive docs available at /api-docs
MCP Protocol (JSON-RPC)
initializeInitialize the MCP connectiontools/listList the floyd proxy tooltools/callExecute a skill via the proxypingHealth checkREST API
POST /api/mcp/authAuthenticate (shared password → JWT)GET /api/mcp/serversList MCP serversGET /api/mcp/servers/{name}/toolsList tools per serverGET /api/mcp/skillsList all 73 skillsGET /api/mcp/skills/{name}Get skill detailsPOST /api/mcp/skills/{name}/executeExecute a skillGET /api/mcp/healthHealth checkGET /api/mcp/metricsUsage metricsThe Floyd Labs Ecosystem
FloydLabs.com
This site. MCP server, API docs, blog, skill browser, admin dashboard.
LegacyAI.space
The Legacy AI parent project. Research, vision, and broader AI ecosystem.
GitHub
Open source. The Floyd Labs website, MCP system, and tools — all public.
Ready to connect your AI to Floyd Labs?