{
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      "listed": "indexed",
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      "markdownUrl": "https://www.anchorterminal.com/tools/guffeyholdings-token-oracle.md",
      "mcpTools": {
        "checkedAt": "2026-10-04T22:22:59Z",
        "count": 0,
        "note": "Post \"https://mcp.guffeyholdings.com/TokenOracle\": dial tcp: lookup mcp.guffeyholdings.com on 192.168.1.1:53: no such host",
        "status": "error",
        "tools": []
      },
      "name": "TokenOracle",
      "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.",
      "packages": [
        {
          "registryType": "npm",
          "identifier": "token-oracle-mcp",
          "version": "1.0.1",
          "transport": "stdio"
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      "popularity": {
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        "npmWeekly": 42
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      "remotes": [
        {
          "type": "streamable-http",
          "url": "https://mcp.guffeyholdings.com/TokenOracle"
        }
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      "repository": "https://github.com/VictoryInTech/TokenOracle-MCP",
      "reviewed": false,
      "slug": "guffeyholdings-token-oracle",
      "source": "the official MCP registry",
      "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=com.guffeyholdings/token-oracle",
      "summary": "Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.",
      "updatedAt": "2026-03-09T23:05:38Z",
      "url": "https://www.anchorterminal.com/tools/guffeyholdings-token-oracle",
      "vendor": "guffeyholdings.com",
      "vendorUrl": "https://guffeyholdings.com",
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    "json": "https://www.anchorterminal.com/tools/guffeyholdings-token-oracle.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
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    "slim": "https://www.anchorterminal.com/tools/guffeyholdings-token-oracle.min.md"
  },
  "markdown": "# TokenOracle\n\n\u003e Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/\n\n- Kind: MCP server, by guffeyholdings.com (https://guffeyholdings.com)\n- Category: Model APIs \u0026 inference (https://www.anchorterminal.com/categories/inference.md)\n- Listed because: It's published in the registry under guffeyholdings.com, a namespace the registry only gives to whoever proves they control that domain.\n- What the official MCP registry says: Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.\n\n## Facts\n\n- MCP registry: `com.guffeyholdings/token-oracle` 1.0.1\n- Endpoint: https://mcp.guffeyholdings.com/TokenOracle (streamable HTTP)\n- Package: npm `token-oracle-mcp` (stdio)\n- Source: https://github.com/VictoryInTech/TokenOracle-MCP\n- npm downloads a week: 42\n- GitHub stars: 0\n- Registry entry updated: 2026-03-09\n\n## Tools\n\n- Tools: couldn't list them, Post \"https://mcp.guffeyholdings.com/TokenOracle\": dial tcp: lookup mcp.guffeyholdings.com on 192.168.1.1:53: no such host (checked 2026-10-04 22:22 UTC)\n\n- JSON: https://www.anchorterminal.com/api/v1/tools/guffeyholdings-token-oracle.json\n- Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming\n",
  "meta": {
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    "docs": "https://www.anchorterminal.com/docs/",
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    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.3",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run"
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        "name": "Indexed",
        "url": "https://www.anchorterminal.com/indexed/"
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      {
        "name": "TokenOracle",
        "url": ""
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    "description": "TokenOracle, an MCP server by guffeyholdings.com, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.",
    "facts": [
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      "not ranked",
      "facts only"
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    "h1": "TokenOracle",
    "image": "https://www.anchorterminal.com/assets/og/indexed.png",
    "path": "/tools/guffeyholdings-token-oracle",
    "published": "",
    "section": "indexed",
    "title": "TokenOracle: MCP server, indexed from the official MCP registry",
    "toc": null,
    "updated": "2026-10-04",
    "url": "https://www.anchorterminal.com/tools/guffeyholdings-token-oracle"
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  "tokens": {
    "markdown": 550,
    "slim": 480
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}