io.github.anish632/ground-truth

up checked 2026-11-11T03:38:23.515Z

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Publisher-provided title

Ground Truth - Fresh Evidence for AI Agents

Publisher-provided description

Keep AI answers fresh with free source previews, scheduled monitoring, evidence history, and alerts.

Summary by lookupd

Checks public URLs, pricing pages, and package metadata, then tracks changes over time and reports evidence for verifying claims.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http ground-truth https://ground-truth-mcp.anishdasmail.workers.dev/mcp

Codex, remote (streamable-http)

codex mcp add ground-truth --url https://ground-truth-mcp.anishdasmail.workers.dev/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "ground-truth": {
      "url": "https://ground-truth-mcp.anishdasmail.workers.dev/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (19 tools)

Publisher-provided text

• check_endpoint Preflight an unfamiliar public URL or API before an AI agent relies on it. It performs one live fetch and returns a PASS/WARN/FAIL verdict with HTTP status, con
• preflight_endpoint Run reachability/response and security-header checks together for an unfamiliar URL or API before an AI agent trusts or acts on it. Returns one combined PASS/WA
• estimate_market Search npm or PyPI to estimate how crowded a package category is before you claim that a market is empty, niche, or competitive. Use this when you have a catego
• check_pricing Fetch a public pricing page and extract first-pass pricing signals before you quote plan costs, free tiers, or plan names. Use this when you already have a like
• inspect_security_headers Inspect security-related HTTP response headers for an unfamiliar public URL before an agent trusts or recommends it. It identifies missing or weak HSTS, CSP, fr
• preview_monitor Capture a free live baseline for a source that should remain trustworthy over time. Call this before recommending checkout: it proves what would be monitored wi
• list_resources List all available Ground Truth tools and their access tiers. Zero-cost schema discovery. Call this to explore what verification tools are available before maki
• compare_pricing_pages Compare two to five public pricing pages side by side before you make competitive pricing or packaging claims. Use this when you want a quick, live comparison o
• compare_competitors Compare two or more exact package names side by side using live npm or PyPI metadata. Use this when you already know the candidate packages and need evidence fo
• verify_claim Verify a factual claim against specific public evidence URLs before an agent repeats it or acts on it. The tool checks whether supplied keywords appear in each
• assess_compliance_posture Scan a public security, trust, compliance, or legal page for common enterprise buying signals before you claim a vendor supports a particular compliance posture
• test_hypothesis Run a small verification plan made of concrete live checks and summarize whether a hypothesis is supported. Use this when one conclusion depends on multiple sim
• create_monitor Create a persistent monitor that tracks a URL, pricing page, package version, endpoint status, vendor claim, or custom keyword pattern over time. Monitors run a
• list_monitors List all monitors owned by this API key, with last run status and schedule. Requires a free watch key or paid API key.
• run_monitor_now Immediately run a monitor's verification check outside its normal schedule. Records the result and returns whether the observed value changed since the last run
• get_monitor_result Retrieve the most recent run results for a monitor, including change details, confidence score, evidence URLs, and any error information. Requires a free watch
• delete_monitor Permanently delete a monitor and all its stored results. This action cannot be undone. Requires a free watch key or paid API key.
• generate_change_report Generate a summary report of monitor activity for a time window. Shows monitors run, changes detected, failures, risk levels, and recommended follow-up actions.
• create_share_link Create a read-only public link to the latest result for one of your monitors. The link contains monitor metadata and evidence, never the API key, and expires au

Details

• Version: 0.7.0
• Transports: streamable-http
• Uptime (7 days): 57%
• Median latency: 1007 ms
• First indexed: 2026-11-01T09:20:02.231Z
• Last seen in registry: 2026-11-01T09:20:02.308Z

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