Server definition

Hash: sha256:f35b16a23fe6d21e631c7d5813c9f1579b9cb46eef315acab77c3ce2f6da2647
What it is: What a remote MCP server returned when asked what it offers: 8 tools

The blob, as servednamed by its sha256

{
  "instructions": "Read-only measured datasets, re-pulled weekly. Every number carries its source and pull date. Free. Pages at https://agentexchange.work/data/ ; JSON at https://agentexchange.work/data/api/index.json",
  "tools": [
    {
      "description": "Measured anatomy of 160 real Claude Code sessions: cache-read share of billed context, oversized tool-output share, and the replay effect of capping tool results at 8,000 characters.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "claude_code_cost_anatomy",
      "outputSchema": null
    },
    {
      "description": "Return one dataset as JSON. Names: cost-anatomy, tokens-per-day, plugins-marketplace, mcp-registry, npm-mcp-servers, show-hn-claude-code, issues-gap-map, token-reduction-tools.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "name": {
            "type": "string"
          }
        },
        "required": [
          "name"
        ],
        "type": "object"
      },
      "name": "get_dataset",
      "outputSchema": null
    },
    {
      "description": "GitHub Trending (which has no official API or history): today's list, this week, this month, or a language's daily list; or a past day's snapshot by date. Scraped daily and archived.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "date": {
            "description": "YYYY-MM-DD of an archived snapshot",
            "type": "string"
          },
          "language": {
            "enum": [
              "python",
              "typescript",
              "javascript",
              "go",
              "rust",
              "java",
              "c++",
              "shell"
            ],
            "type": "string"
          },
          "limit": {
            "maximum": 50,
            "minimum": 1,
            "type": "integer"
          },
          "since": {
            "enum": [
              "daily",
              "weekly",
              "monthly"
            ],
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "github_trending",
      "outputSchema": null
    },
    {
      "description": "Top open issues by thumbs-up for anthropics/claude-code, openai/codex or google-gemini/gemini-cli: what users ask for loudest that is still open.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "limit": {
            "maximum": 40,
            "minimum": 1,
            "type": "integer"
          },
          "repo": {
            "enum": [
              "anthropics/claude-code",
              "openai/codex",
              "google-gemini/gemini-cli"
            ],
            "type": "string"
          }
        },
        "required": [
          "repo"
        ],
        "type": "object"
      },
      "name": "issue_gap_map",
      "outputSchema": null
    },
    {
      "description": "List the measured datasets on agentexchange.work/data (Claude Code cost anatomy, tokens per day, plugin marketplace star sample, MCP registry census, npm MCP-server download sample, Show HN outcomes, issue gap maps, token-reduction tools) with pull dates.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "list_datasets",
      "outputSchema": null
    },
    {
      "description": "Full-crawl census of the official MCP registry: unique servers, new servers per day, remote share, share of remote servers with no auth.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "mcp_registry_census",
      "outputSchema": null
    },
    {
      "description": "Score a product idea against LIVE market data: the idea in plain words is turned into a market lookup, comparables are pulled from the directory where it would ship (npm, VS Code, WordPress.org, GitHub, Hacker News, Apify, Hugging Face, MCP registry), newcomers (<=24 months) set the reach, sourced priors give conversion and retention. Returns KILL / PASS / UNKNOWN with the deciding number, month-12 revenue ceiling, months to first dollar, and the comparables with links. Takes ~20 s.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "idea": {
            "description": "the product idea, price and whether it has a free tier, in plain words (8-300 chars)",
            "type": "string"
          }
        },
        "required": [
          "idea"
        ],
        "type": "object"
      },
      "name": "score_idea",
      "outputSchema": null
    },
    {
      "description": "Points distribution of every Show HN launch with 'Claude Code' in the title over the last 90 days (count, median, p75, p90, share reaching 50 points, top posts).",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "show_hn_claude_code_stats",
      "outputSchema": null
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:f35b16a23fe6d21e631c7d5813c9f1579b9cb46eef315acab77c3ce2f6da2647 | sha256sum