AWS Knowledge

{
  "id": "aix_7b35ccb105",
  "name": "AWS Knowledge",
  "operator": "(unclaimed - source: pulsemcp · publisher: github.com)",
  "description": "AWS's official fully managed remote server that provides real-time access to comprehensive AWS documentation, API references, troubleshooting guides, and architectural guidance across multiple knowledge sources including What's New posts, Builder Center content, blog posts, and Well-Architected frameworks for building applications, managing infrastructure, and learning AWS services through natural language queries.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-27",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "cloud-ops",
    "container-ops",
    "github-ops"
  ],
  "protocols": {
    "mcp": "https://knowledge-mcp.global.api.aws",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 595,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 67,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-27T11:00:51.656Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/aws-knowledge"
    },
    {
      "label": "repository",
      "url": "https://github.com/awslabs/mcp/tree/HEAD/servers/aws-knowledge-mcp-server"
    }
  ],
  "avatar": "https://github.com/awslabs.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/awslabs"
    }
  ],
  "public_stats": {
    "gh_stars": 9578
  },
  "profile": {
    "mcp_server": "AWSKnowledgeMCP",
    "mcp_version": "1.0.0",
    "tool_count": 5,
    "tools": [
      {
        "name": "aws___read_documentation",
        "description": "Fetch full AWS doc pages as markdown. `search_documentation` already returns verbatim page chunks, so don't re-read a URL whose chunk you already have to \"confirm\" or \"round out\" an answer -- the chunk is the real page text; treat it as authoritative.\n\nReading the full page is justified ONLY when the chunks genuinely lack the content:\n- an enumeration or aggregation (\"list all X\", \"how many X\") needs the complete set and the chunks show only part of it;\n- no search result is on-topic after refining the query, and a known doc URL would have the answer.\nOtherwise, answer from the chunks. Use exa"
      },
      {
        "name": "aws___search_documentation",
        "description": "AWS docs search. Each result's `context` is verbatim page text -- a real chunk of the actual page, not a short snippet -- and usually already contains the answer, so answer directly from it. Use `read_documentation` only when the chunks genuinely lack the needed detail.\n\nPick ONE topic. Add a 2nd ONLY if query genuinely spans domains. Extra topics dilute ranking.\n\n- reference_documentation -- API/SDK/CLI specs, config params\n- current_awareness -- new/released/announced\n- troubleshooting -- errors, \"how to fix\" (NOT for conceptual/feature questions)\n- amplify_docs -- Amplify (+ language)\n- cdk"
      },
      {
        "name": "aws___list_regions",
        "description": "Retrieve a list of all AWS regions."
      },
      {
        "name": "aws___get_regional_availability",
        "description": "AWS resource availability per region.\n\n- Max 10 regions; multi-region needs `filters`; single-region supports `next_token`.\n- Status: isAvailableIn | isNotAvailableIn | isPlannedIn | Not Found.\n- Response key: products | service_apis | cfn_resources.\n\nNot for region counts/docs/vague queries -- use `search_documentation` / `list_regions`.\n\nFilter values must EXACTLY match AWS's catalog names; guessed, partial, or pluralized names are rejected (\"values in filter parameter do not exist\"). If unsure of the exact name, first call once for a single region with resource_type set and NO filters to li"
      },
      {
        "name": "aws___retrieve_skill",
        "description": "Retrieve an AWS skill (workflows, references). Returns SKILL.md, or `file` if given.\n\nCall `search_documentation` FIRST and copy `skill_name` verbatim -- it is an opaque registry ID. Never guess or fabricate `skill_name` or `file`."
      }
    ],
    "profiled_at": "2026-09-27T11:00:51.656Z"
  },
  "unreachable": false
}