RAGMap

{
  "name": "RAGMap",
  "description": "Discover and filter RAG-capable MCP servers. Semantic + keyword search over retrieval servers with reachability freshness and install metadata.",
  "url": "https://ragmap-api.web.app",
  "version": "1.0.1",
  "protocolVersion": "0.1",
  "skills": [
    {
      "id": "rag_find_servers",
      "name": "Find servers",
      "description": "Search/filter RAG-related MCP servers. Params: query (q), limit, hasRemote, reachable, citations, localOnly, minScore, categories, serverKind."
    },
    {
      "id": "rag_top_servers",
      "name": "Top servers",
      "description": "Get top recommended retriever servers with smart defaults and filters."
    },
    {
      "id": "rag_get_install_config",
      "name": "Get install config",
      "description": "Get copy-ready Claude Desktop and generic MCP host snippets for a server."
    },
    {
      "id": "rag_get_server",
      "name": "Get server",
      "description": "Fetch a server record by name (latest version)."
    },
    {
      "id": "rag_list_categories",
      "name": "List categories",
      "description": "List RAG categories."
    },
    {
      "id": "rag_explain_score",
      "name": "Explain score",
      "description": "Explain RAG scoring for a server."
    }
  ],
  "auth": {
    "type": "none",
    "description": "Read-only endpoints are public. Ingestion endpoint is protected by X-Ingest-Token."
  },
  "apiEndpoints": {
    "search": {
      "method": "GET",
      "path": "/rag/search",
      "params": [
        "q",
        "limit",
        "hasRemote",
        "reachable",
        "reachableMaxAgeHours",
        "citations",
        "localOnly",
        "minScore",
        "categories",
        "serverKind"
      ]
    },
    "top": {
      "method": "GET",
      "path": "/rag/top",
      "params": [
        "limit",
        "minScore",
        "hasRemote",
        "reachable",
        "reachableMaxAgeHours",
        "localOnly",
        "categories",
        "serverKind"
      ]
    },
    "install": {
      "method": "GET",
      "path": "/rag/install",
      "params": [
        "name"
      ]
    },
    "stats": {
      "method": "GET",
      "path": "/rag/stats",
      "params": []
    },
    "listServers": {
      "method": "GET",
      "path": "/v0.1/servers",
      "params": [
        "limit",
        "cursor"
      ]
    },
    "getServer": {
      "method": "GET",
      "path": "/v0.1/servers/{name}/versions/latest"
    },
    "categories": {
      "method": "GET",
      "path": "/rag/categories"
    }
  },
  "mcpInstall": "npx -y @khalidsaidi/ragmap-mcp@latest",
  "mcpUrl": "https://ragmap-api.web.app/mcp",
  "keywords": [
    "mcp",
    "rag",
    "retrieval",
    "discovery",
    "cursor",
    "claude",
    "registry",
    "search"
  ],
  "related": [
    {
      "name": "A2ABench",
      "url": "https://a2abench-api.web.app",
      "agent_card_url": "https://a2abench-api.web.app/.well-known/agent.json",
      "description": "Public benchmark for agent Q&A performance."
    },
    {
      "name": "Rootfetch",
      "url": "https://rootfetch.com",
      "agent_card_url": "https://rootfetch.com/.well-known/agent.json",
      "description": "DNS delegation intelligence with MCP telemetry."
    },
    {
      "name": "Agentability",
      "url": "https://agentability.org",
      "agent_card_url": "https://agentability.org/.well-known/agent.json",
      "description": "Agent-readiness audit and evidence-backed report publishing."
    },
    {
      "name": "RelayOrb",
      "url": "https://relayorb.com",
      "agent_card_url": "https://relayorb.com/.well-known/agent.json",
      "description": "Tool control plane for AI agents with contract-first routing."
    },
    {
      "name": "AIStatusDashboard",
      "url": "https://aistatusdashboard.com",
      "agent_card_url": "https://aistatusdashboard.com/.well-known/agent.json",
      "description": "Real-time AI provider status monitoring with evidence-backed metrics."
    }
  ]
}