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verginglabs

Verging Labs MCP server

Official
by verginglabs

Verging Labs MCP server

Every AI tool claims to be the best. Verging Labs benchmarks them honestly.

This MCP (Model Context Protocol) server gives AI agents direct access to the published Verging Labs benchmarks: the Agentic Memory Index (agent memory tools) and the Agentic Search Index (web search and retrieval tools), plus pre-payment checks of x402 endpoints. Zero dependencies, no telemetry, no account.

Tools

Tool

What it does

Cost

fetch_memory_index

Agentic Memory Index rankings: index score with confidence intervals, per-kind pass rates, cost per 1k successful answers, time to ready, retention decay

Free

fetch_search_index

Agentic Search Index rankings for web search and retrieval tools

Free

check_x402_endpoint

Full graded verdict (allow, warn, block, unknown) for an x402 endpoint before an agent pays it

Paid, x402: unpaid calls return the payment requirements

verify_x402_trade

Fast pre-trade telemetry facts for an x402 endpoint, no score

Paid, x402: same contract

Related MCP server: agentranking

Use it

Claude Code:

claude mcp add verginglabs -- npx -y @verginglabs/mcp

Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "verginglabs": {
      "command": "npx",
      "args": ["-y", "@verginglabs/mcp"]
    }
  }
}

Any other MCP client: run npx -y @verginglabs/mcp as a stdio server.

No install at all: the same four tools are served over Streamable HTTP at https://verginglabs.com/mcp (manifest at https://verginglabs.com/.well-known/mcp.json).

The data behind it

Rankings come from versioned index releases measured on simulated real work, never self-reported claims. Nothing is blended into one magic number and no provider pays for placement.

License

MIT

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

Maintenance

ActivityMaintained
ResponsivenessSyncing

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Connectors

  • Market intelligence for the AI agent economy: rankings, trust signals, liveness. 13 tools.

  • Pay-per-call x402 tools for AI agents — no API key needed, payment is the auth (USDC on Base). 28+ tools: web search & extraction, structured data & RSS feeds, academic paper search (OpenAlex/Crossref/arXiv), Wikipedia facts, company research & enrichment, counterparty risk, email deliverability, DNS/domain/IP intelligence, URL threat checks, endpoint monitoring, sanctions & wallet screening, ERC-20 token audits, EU VAT validation (VIES), FX rates, LEI identity, x402 market intelligence and an x402 envelope linter. From $0.001/call. First call free for new wallets on tools ≤ $0.02; volume discounts advertised in every 402 envelope. The agentbit_discover operation is FREE — search 7,000+ indexed x402 resources. Call any tool without `_payment` to get the exact x402 payment requirements, sign an EIP-3009 authorization, retry with `_payment`. Catalog: https://agentbit.app/catalog.json

  • Verified, pay-per-use API tools for AI agents through one authenticated connection.

  • Market data and web intelligence for AI agents, paid per call in USDC on Base via x402.

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