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      "liveUrl": "https://www.anchorterminal.com/api/v1/live/neuronto-agents-tools-search-discovery-ard-registry.json",
      "markdownUrl": "https://www.anchorterminal.com/tools/neuronto-agents-tools-search-discovery-ard-registry.md",
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          "counts": {
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              "rule": "TC11",
              "severity": "warn",
              "tool": "find_resource",
              "message": "1 parameter without a description: limit",
              "fix": "Describe each one: format, units, an example, and what happens when it's left out."
            },
            {
              "rule": "TC11",
              "severity": "warn",
              "tool": "find_tool",
              "message": "1 parameter without a description: limit",
              "fix": "Describe each one: format, units, an example, and what happens when it's left out."
            },
            {
              "rule": "TC24",
              "severity": "note",
              "message": "4 of 4 tools have no outputSchema",
              "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it."
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        },
        "checkedAt": "2026-10-04T22:23:27Z",
        "count": 4,
        "note": "answered without the initialize handshake",
        "schemaTokens": 1082,
        "status": "ok",
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          {
            "name": "find_resource",
            "title": "Find an agentic resource",
            "description": "Search for an MCP server, skill, agent, API or other callable capability for a task, across this index and every other public ARD registry at once. Returns ranked matches with a relevance score, the endpoint to connect to, and which registries carry each result. The score is relevance only and is not a trust or safety rating. Filter by payment (free, payable, x402, mpp) and a maximum price per call: terms come from the publisher's manifest or the endpoint's own 402 answer, and the caller pays the provider directly.",
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                  "description": "Restrict to one family of resource. Matching is normalised, so 'mcp-server' finds them under every media type in circulation, and 'a2a-agent' or 'agent' both reach A2A cards and ACP, OASF and AgentFacts descriptors. 'webmcp' is browser-page tools, which are not callable servers.",
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                    "catalog",
                    "registry"
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                  "type": "string"
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                  "minimum": 1,
                  "type": "integer"
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                "network": {
                  "description": "Payment network, for example base, solana, tempo or stripe.",
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              "idempotentHint": true,
              "openWorldHint": true,
              "readOnlyHint": true,
              "title": "Find an agentic resource"
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            "name": "find_tool",
            "title": "Find a specific verified tool",
            "description": "Search individual MCP tools by name and behaviour, not the servers that host them. Every tool returned here was read back from a live server's tools/list, so the name and input schema are what the server actually exposes rather than what its description claims. Use this when you know the shape of the call you need; use find_resource when you are looking for a service.",
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                  "maximum": 50,
                  "minimum": 1,
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                "domain": {
                  "description": "A domain serving /.well-known/ard.json, e.g. example.com",
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              "title": "Publish a resource"
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            "name": "registry_stats",
            "title": "Index statistics",
            "description": "How large this index is, what it holds, how much of it has been verified by introspection, and which upstream registries are federated.",
            "inputSchema": {
              "properties": {},
              "type": "object"
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              "readOnlyHint": true,
              "title": "Index statistics"
            }
          }
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      "name": "Neuronto ARD Registry: Agentic Resource Discovery (ARD) Index",
      "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.",
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      "pageJsonUrl": "https://www.anchorterminal.com/tools/neuronto-agents-tools-search-discovery-ard-registry.json",
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          "type": "streamable-http",
          "url": "https://neuronto.com/mcp"
        }
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      "repository": "https://github.com/neuronto/agentic-resource-discovery",
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      "slug": "neuronto-agents-tools-search-discovery-ard-registry",
      "source": "the official MCP registry",
      "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=com.neuronto/agents-tools-search-discovery-ard-registry",
      "summary": "Neuronto ARD Registry: one search across every public ARD registry + 200,000+ verified MCP tools",
      "updatedAt": "2026-09-25T17:58:24Z",
      "url": "https://www.anchorterminal.com/tools/neuronto-agents-tools-search-discovery-ard-registry",
      "vendor": "neuronto.com",
      "vendorUrl": "https://neuronto.com",
      "version": "1.2.1",
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  "links": {
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    "json": "https://www.anchorterminal.com/tools/neuronto-agents-tools-search-discovery-ard-registry.json",
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  "markdown": "# Neuronto ARD Registry: Agentic Resource Discovery (ARD) Index\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 neuronto.com (https://neuronto.com)\n- Listed because: It's published in the registry under neuronto.com, a namespace the registry only gives to whoever proves they control that domain.\n- What the official MCP registry says: Neuronto ARD Registry: one search across every public ARD registry + 200,000+ verified MCP tools\n\n## Facts\n\n- MCP registry: `com.neuronto/agents-tools-search-discovery-ard-registry` 1.2.1\n- Endpoint: https://neuronto.com/mcp (streamable HTTP)\n- Source: https://github.com/neuronto/agentic-resource-discovery\n- Website: https://neuronto.com\n- GitHub stars: 60\n- Registry entry updated: 2026-09-25\n\n## Tools\n\n- Tools it lists (4, about 1,082 tokens of context, `tools/list` without credentials, checked 2026-10-04 22:23 UTC):\n  - `find_resource` (read-only): Search for an MCP server, skill, agent, API or other callable capability for a task, across this index and every other public ARD registry at once. Returns…\n  - `find_tool` (read-only): Search individual MCP tools by name and behaviour, not the servers that host them. Every tool returned here was read back from a live server's tools/list, so…\n  - `publish_resource` (writes): List an MCP server or an ARD-publishing domain in this index so other agents can discover it. Give `endpoint` for an MCP server URL, or `domain` for a site…\n  - `registry_stats` (read-only): How large this index is, what it holds, how much of it has been verified by introspection, and which upstream registries are federated.\n- How its tools read to an agent (0 errors, 2 warnings, 1 note, about 1,082 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score):\n  - warn TC11 find_resource: 1 parameter without a description: limit\n  - warn TC11 find_tool: 1 parameter without a description: limit\n  - note TC24 server: 4 of 4 tools have no outputSchema\n\n- JSON: https://www.anchorterminal.com/api/v1/tools/neuronto-agents-tools-search-discovery-ard-registry.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",
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    "generatedAt": "2026-10-05",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.3",
    "openapi": "https://www.anchorterminal.com/openapi.json",
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    "run": "2026-10-01",
    "runLabel": "October 2026 research run"
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    "description": "Neuronto ARD Registry: Agentic Resource Discovery (ARD) Index, an MCP server by neuronto.com, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Neuronto ARD Registry: one search across every public ARD registry +…",
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