Compare Base liquidity pools with verified Graph metrics and independent Nuthatch freshness.

Take a token

No wallet, no account, no email. The token is yours alone — if it leaks, only yours is revoked. Export it as DEEPTRACE_TOKEN in the shell that launches your AI client.

$ export DEEPTRACE_TOKEN="<your-token>"

Lost it? Take another. Tokens are stored only as hashes, so a lost one cannot be recovered — but replacing it costs nothing.

$ claude mcp add --transport http deeptrace \
    https://mcp.ikodo.dev \
    --header "Authorization: Bearer $DEEPTRACE_TOKEN"

{
  "mcp": {
    "deeptrace": {
      "type": "remote",
      "url": "https://mcp.ikodo.dev",
      "enabled": true,
      "headers": { "Authorization": "Bearer {env:DEEPTRACE_TOKEN}" }
    }
  }
}

experimental_use_rmcp_client = true

[mcp_servers.deeptrace]
url = "https://mcp.ikodo.dev"
bearer_token_env_var = "DEEPTRACE_TOKEN"

$ curl -sS -X POST https://mcp.ikodo.dev \
    -H "Authorization: Bearer $DEEPTRACE_TOKEN" \
    -H "Content-Type: application/json" \
    -H "Accept: application/json, text/event-stream" \
    -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

The canonical URL is https://mcp.ikodo.dev. The older /mcp path remains only for existing client configurations.

Compare Base WETH/USDC pools over the last 24 hours by volume.
Show the ranked pools, which sources answered, whether Nuthatch
is fresh, and every warning.

You should get back ranked Graph metrics, source coverage, provenance identifiers, and a separate Nuthatch freshness fact.

Every field below is real: the addresses, the source identifiers, the methodology version. Only the money is missing, and that is deliberate — a tool that refuses to invent metrics should not invent them on its own front page.

This example is partial on purpose. One source timed out, so the ranking honestly covers one of two pools and says so. A result that always succeeds would prove nothing.

DeepTrace works the moment MCP is connected. The skill only teaches your AI to preserve exact decimal strings, keep Graph metrics distinct from Nuthatch freshness, and surface partial coverage. Connecting MCP does not automatically install or load the skill.

$ npx skills add https://github.com/ikodo0/deeptrace/tree/develop/skills/deeptrace-pool-research

Review first

The installer detects supported agents and asks where to install. Read the skill before approving it.

Then restart

Start a new AI session after installing.

No secrets

Installing the skill does not configure MCP or store your token.

Fallback

If npx skills is unavailable, download the folder from GitHub into your client's skills directory.

Network

Base · chain 8453

Pair

WETH / native USDC

Windows

24 hours and 7 days

Rank by

TVL, volume, or fees — up to three pools

The Graph

Supplies every financial metric

Nuthatch

Supplies swap-index freshness, large-swap receipts, and source-bounded wallet activity. Graph and Nuthatch stay separate.

Tools

compare_pools, compare_lending_markets, find_large_swaps, and research_wallet are live. get_dex_metrics is post-MVP.

Never writes

DeepTrace cannot trade, sign, or submit a transaction.

Never invents

No model runs inside DeepTrace. Missing data stays missing.

Never reprices

USD values come from the source that reported them.

401

Token missing, invalid, or expired. Check that DEEPTRACE_TOKEN is exported in the shell that launched your client.

403

Untrusted request origin. Connect from your AI client, not from a web page.

404

Check the hostname: ikodo.dev, not icodo.dev.

Timeout

Verify network and hostname. Tailscale is not required and will not help.

partial

Not an error. Read coverage and warnings to see which source was unavailable.

No skill

Restart the AI client after installing it.

OAuth only

Clients that require OAuth are unsupported until wallet sign-in ships. Use one that sends bearer headers.