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Ground Truth

Ground Truth

Remote
github.com/anish632Developer Tools0Updated 16w ago
Repository

About Ground Truth

Ground Truth is an MCP server for checking live public data before AI agents use it in answers or decisions. It offers endpoint and security checks for free, plus paid tools for pricing, market, competitor, compliance, and claim research.

Key features

  1. 01Check URL and API availability
  2. 02Inspect website security headers
  3. 03Extract and compare pricing
  4. 04Estimate package markets
  5. 05Verify claims and hypotheses

Use cases

  1. 01Confirm an API endpoint responds before recommending it
  2. 02Check current prices before quoting them
  3. 03Review vendor pages for compliance signals
  4. 04Find packages and alternatives in npm or PyPI

MCP support

Exposes read-oriented tools to MCP clients through a remote endpoint. Free checks require no signup or API key; paid tools support team-key access and x402-compatible pay-per-use.

Configuration

Remote servers need no local install. Pick your client, then copy the config or install in one click.

Endpointhttps://ground-truth-mcp.anishdasmail.workers.dev/mcp
Copy install command
Claude CodeTerminal
Cursor.cursor/mcp.json
VS Code.vscode/mcp.json
Claude Desktopclaude_desktop_config.json
Windsurf~/.codeium/windsurf/mcp_config.json

Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.

Tools

Details

From the project README

Ground Truth MCP

✅ WORKING IN 15 SECONDS: NO SIGNUP. NO API KEY. JUST WORKS.


🎯 DO THIS NOW (15 seconds)

Step 1: Copy this config
{
  "mcpServers": {
    "ground-truth": {
      "url": "https://ground-truth-mcp.anishdasmail.workers.dev/mcp"
    }
  }
}
Step 2: Paste this prompt to your AI

Use Ground Truth check_endpoint tool with url=https://example.com. Do not answer from memory. Call the tool.

Step 3: You should see this (✅ SUCCESS!)
{
  "url": "https://example.com/",
  "accessible": true,
  "status": 200,
  "contentType": "text/html",
  "responseTimeMs": 89
}

If you see this JSON, Ground Truth is working perfectly.

If your AI answers from memory instead of using the tool, try: "Use the check_endpoint MCP tool right now with url=https://example.com"


🏆 That's It! You're Done.

You've successfully connected to Ground Truth MCP and verified it works.

What just happened:

  • ✅ You proved MCP connection works
  • ✅ You verified a live endpoint in real-time
  • ✅ You got structured data, not hallucinated answers

No signup. No API key. No credit card. Just verification.


🌟 What Ground Truth Does

Ground Truth stops AI agents from being wrong by verifying live public data before they use it in answers, code, or decisions.

Free Tools (No signup required)
  • check_endpoint - Verify any URL/API responds (100 calls/month free)
  • inspect_security_headers - Check security posture of any site
Paid Tools (Unlock with team key)
  • check_pricing - Extract prices from any pricing page
  • estimate_market - Search npm/PyPI for package counts
  • compare_competitors - Compare packages side-by-side
  • compare_pricing_pages - Compare multiple pricing pages
  • verify_claim - Verify claims against live sources
  • assess_compliance_posture - Scan trust pages for compliance signals
  • test_hypothesis - Run multi-step verification tests

💡 Use Cases That Actually Matter

Before recommending an API

"Use the /v1/users endpoint for user management"

→ Verify first: check_endpoint url=https://api.example.com/v1/users

Before quoting a price

"Stripe costs $8/user/month for teams"

→ Verify first: check_pricing url=https://stripe.com/pricing

Before claiming compliance

"This vendor supports SOC 2 and GDPR"

→ Verify first: assess_compliance_posture url=https://vendor.example.com/security

Before saying a competitor doesn't exist

"There are no good edge ORM alternatives to Prisma"

→ Verify first: estimate_market query="edge orm" registry="npm"


📊 Activation Challenge

Current Baseline: 1,075 profile views → 0 tool calls = 0% activation

Target: >1% activation (10+ successful first calls per 1,000 views)

You just became a data point! By completing the 15-second test above, you're helping solve this.


🔧 Setup (Only after activation works)

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

Add to: ~/Library/Application Support/Claude/claude_desktop_config.json

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

Add to: .cursor/mcp.json or ~/.cursor/mcp.json

Any MCP Client

URL: https://ground-truth-mcp.anishdasmail.workers.dev/mcp


🚀 Advanced Features (After activation)

Team Plans
  • $9/month: All paid tools, 5,000 calls/month, saved monitors
  • $29/month: Team features, higher limits, alerts
  • $99/month: Enterprise, Slack/email alerts, audit history
Monitoring Example
{
  "name": "Stripe pricing watch",
  "target_type": "pricing_page",
  "target_value": "https://stripe.com/pricing",
  "schedule": "daily"
}
Pay-per-use

For x402-compatible clients: $0.01-0.06 per paid tool call via USDC stablecoin


🛠️ Troubleshooting

Server not connecting
  • URL: https://ground-truth-mcp.anishdasmail.workers.dev/mcp
  • Health: curl -I https://ground-truth-mcp.anishdasmail.workers.dev/.well-known/mcp/server-card.json
  • Restart MCP client after config changes
No tool calls appearing
  • Use exact tool name: check_endpoint
  • Do NOT add X-API-Key for first call
  • Try: "Use the check_endpoint MCP tool right now with url=https://example.com"
AI answered from memory

Your MCP client may not be properly configured. Try a different client or be explicit: "Use the MCP check_endpoint tool, do not answer from memory."


📖 More Info


🎯 Quick Summary

Copy → Paste → See JSON → ✅ SUCCESS

That's it. Now try a real URL:

Use Ground Truth check_endpoint tool with url=[your-url]


Live: https://ground-truth-mcp.anishdasmail.workers.dev
Status: ✅ Operational
Support: [email protected]
License: MIT

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Made by Anish Das

Last updated: July 9, 2026 - Activation-focused rewrite

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