!

Illustrations, not transcripts

These are not real Claude conversations. Each one illustrates the answer format the server asks for, built from a real CoinGraph response captured 2026-10-06 23:24 UTC: every number comes from that response, which you can open under each example. The wording is ours. An AI tool's wording, length and layout will vary, and over MCP your own assistant writes the prose.

The server tells every assistant how to present results: lead with the verdict and the number that matters, then sections and tables, charts where the client can draw them, sources and times, what is unassessed and why, the proof link, and the three suggested_questions. See Tools for what each call returns and Prompts for the ready-made workflows.

A token check #

A yes-or-no question still gets the answer first, then the detail. Free.

You ask

Is LINK safe to act on right now? Check it with CoinGraph.

The assistant calls

check_token with { token: "chainlink" } · free

Illustrated answer · built from the real response below

CoinGraph rates LINK proceed with 95% confidence: none of the 7 dimensions it checks is flagged. Price $13.96, +0.73% in 24 hours.

The check, dimension by dimension

Dimension	Rating	Why
momentum	ok	1h +0.36%, 24h +0.73%: nothing stretched
liquidity	ok	$3.3M available within 2% of the price on tracked order books
leverage	ok	Funding 0.01% per 8h: leverage not crowded
onchain	ok	Exchange net flow $-411.9K in 24h: normal
supply	ok	FDV / market cap 1.34
context	ok	No fundamental or mood flags
contract	ok	No contract risks found on the ETH contract (home chain)

The numbers behind it

Liquidity: $3.45M of bids and $3.27M of asks within 2% of the price on tracked order books.
Futures: funding 0.01% on binanceusdm, 0.0089% on bybit per 8 hours; open interest +0.59% in 24 hours; 0 liquidations in the last hour.
Onchain: $2.11M moved onto exchanges and $2.52M off them in 24 hours, a net $411.86K outflow.
Supply: fully diluted value is 1.34× market cap; the top 10 holders own 39% of supply.

Sources: coingecko, ccxt, nownodes, goplus/nownodes holders, coingraph, goplus; as of 2026-10-06 23:20 UTC. Every dimension was measured; nothing is unassessed. Proof: coingraph.ai/proof/eval_b0a5ee5a25b634682506. Information, not advice.

Suggested next questions

Has CoinGraph's check on LINK been right before?
Check LINK again for a $5K order
Show me the proof for check eval_b0a5ee5a25b634682506

Generated by the server from this response (suggested_questions), not written for this page.

The CoinGraph response this is built from (real, captured 2026-10-06 23:24 UTC, long lists trimmed)

JSON

{
  "object": "evaluation",
  "id": "eval_b0a5ee5a25b634682506",
  "as_of": "2026-10-06T23:20:00.000Z",
  "data": {
    "token": {
      "id": "chainlink",
      "symbol": "LINK",
      "name": "Chainlink",
      "rank": 14
    },
    "verdict": "proceed",
    "confidence": 0.95,
    "dimensions": {
      "momentum": {
        "rating": "ok",
        "reasons": [
          {
            "text": "1h +0.36%, 24h +0.73%: nothing stretched",
            "source": "coingecko:/coins/markets"
          }
        ]
      },
      "liquidity": {
        "rating": "ok",
        "reasons": [
          {
            "text": "$3.3M available within 2% of the price on tracked order books",
            "source": "ccxt:fetchOrderBook",
            "info": true
          }
        ]
      },
      "leverage": {
        "rating": "ok",
        "reasons": [
          {
            "text": "Funding 0.01% per 8h: leverage not crowded",
            "source": "ccxt:fetchFundingRates"
          }
        ]
      },
      "onchain": {
        "rating": "ok",
        "reasons": [
          {
            "text": "Exchange net flow $-411.9K in 24h: normal",
            "source": "nownodes:eth_getLogs",
            "info": true
          }
        ]
      },
      "supply": {
        "rating": "ok",
        "reasons": [
          {
            "text": "FDV / market cap 1.34",
            "source": "coingecko:/coins/markets",
            "info": true
          },
          {
            "text": "Top 10 holders own 39% of supply",
            "source": "goplus/nownodes holders",
            "info": true
          },
          "… 1 more"
        ]
      },
      "context": {
        "rating": "ok",
        "reasons": [
          {
            "text": "No fundamental or mood flags",
            "source": "coingraph"
          }
        ]
      },
      "contract": {
        "rating": "ok",
        "reasons": [
          {
            "text": "No contract risks found on the ETH contract (home chain)",
            "source": "goplus:/token_security"
          }
        ]
      }
    },
    "reasons": [
      {
        "dimension": "momentum",
        "text": "1h +0.36%, 24h +0.73%: nothing stretched",
        "source": "coingecko:/coins/markets"
      },
      {
        "dimension": "liquidity",
        "text": "$3.3M available within 2% of the price on tracked order books",
        "source": "ccxt:fetchOrderBook",
        "info": true
      },
      "… 1 more"
    ],
    "size_check": null,
    "policy_check": null,
    "watch_next": [],
    "snapshot": {
      "market": {
        "price_usd": 13.96,
        "market_cap_usd": 10444287501,
        "fully_diluted_valuation_usd": 13961085301,
        "volume_24h_usd": 263776470,
        "rank": 14,
        "change_pct": {
          "15m": 0.14,
          "1h": 0.36,
          "4h": 0.22,
          "24h": 0.73,
          "7d": -5.2107,
          "30d": 8.1012,
          "200d": 40.1246,
          "1y": -40.4316
        },
        "high_24h_usd": 14.11,
        "low_24h_usd": 13.72,
        "ath_usd": 52.7,
        "ath_date": "2021-05-09T16:13:57.000Z",
        "from_ath_pct": -73.5,
        "atl_usd": 0.148183,
        "from_atl_pct": 9323.01,
        "volatility_24h_pct": 2.44,
        "…": "3 more fields"
      },
      "liquidity_depth": {
        "bid": 3449590,
        "ask": 3265820,
        "bid_ask_ratio": 1.06
      },
      "derivatives": {
        "funding": [
          {
            "venue": "binanceusdm",
            "symbol": "LINK/USDT:USDT",
            "rate_pct": 0.01,
            "next_rate_pct": null,
            "next_at": null,
            "annualised_pct": 11,
            "mark": 13.959,
            "index": 13.96491236,
            "basis_pct": -0.04
          },
          {
            "venue": "bybit",
            "symbol": "LINK/USDT:USDT",
            "rate_pct": 0.0089,
            "next_rate_pct": null,
            "next_at": null,
            "annualised_pct": 9.8,
            "mark": 13.958,
            "index": 13.966,
            "basis_pct": -0.06
          },
          "… 1 more"
        ],
        "open_interest_change": {
          "1h": 0.67,
          "4h": 0.42,
          "24h": 0.59
        },
        "liquidations_1h": {
          "count": 0,
          "usd": 0,
          "longs_usd": 0,
          "shorts_usd": 0
        }
      },
      "onchain_flows_24h": {
        "inflow_usd": 2109570,
        "outflow_usd": 2521420,
        "net_usd": -411856
      },
      "supply": {
        "fdv_to_market_cap": 1.34,
        "top_holders": {
          "top10": 39,
          "top20": 49.4,
          "as_of": "2026-10-06T14:52:00.000Z"
        }
      }
    },
    "disclaimer": "CoinGraph never executes, custodies or advises. The caller decides.",
    "hash": "191799c06ad780515560070f892e1c19d7dd72e22b844e127980674a496e5599",
    "verify_url": "https://coingraph.ai/api/v1/verify/eval_b0a5ee5a25b634682506"
  },
  "sources": [
    {
      "provider": "coingecko",
      "endpoint": "/coins/markets",
      "as_of": "2026-10-06T23:20:00.000Z"
    },
    {
      "provider": "ccxt",
      "endpoint": "fetchOrderBook",
      "as_of": "2026-10-06T23:20:00.000Z"
    },
    "… 17 more"
  ]
}

A pre-trade run #

Trade Gatekeeper sizes the order against live liquidity and runs the check in one call.

You ask

Before I buy $5K of SOL, run CoinGraph's pre-trade check.

The assistant calls

run_trade_gatekeeper with { token: "solana", size_usd: 5000, side: "buy" } · 5 credits

Illustrated answer · built from the real response below

ALLOW: a $5K order of SOL fits current liquidity, with under 0.01% price impact on the best route (exchange order books) against a limit of 1%.

The order against the market

Measure	Value
Requested	$5K
Largest size within the limit	$5K
Best route	exchange order books
Share of daily volume	under 0.01%

The check behind it

The underlying check is proceed with 86% confidence.

Dimension	Rating
momentum	ok
liquidity	ok
leverage	ok
onchain	ok
supply	ok
context	ok
contract	unassessed

Unassessed: contract. The run did not measure it, so the verdict rests on the other dimensions; that is why the confidence is 86% rather than higher.

No brief is attached to this run. There were no warnings. As of 2026-10-06 23:21 UTC. Proof: coingraph.ai/proof/run_2620bb88435002c82aed, and the check: coingraph.ai/proof/eval_301dfef4e441c9d2fb81. Information, not advice.

Suggested next questions

Why couldn't CoinGraph measure SOL's contract?
Has CoinGraph's check on SOL been right before?
Show me the proof for check eval_301dfef4e441c9d2fb81

Generated by the server from this response (suggested_questions), not written for this page.

The CoinGraph response this is built from (real, captured 2026-10-06 23:24 UTC, long lists trimmed)

JSON

{
  "object": "agent_run",
  "id": "run_2620bb88435002c82aed",
  "as_of": "2026-10-06T23:21:51.905Z",
  "data": {
    "run_id": "run_2620bb88435002c82aed",
    "agent": "trade-gatekeeper",
    "agent_version": "1.0.0",
    "as_of": "2026-10-06T23:21:51.905Z",
    "verdict": "ALLOW",
    "summary": "ALLOW: $5K buy of SOL fits current liquidity (under 0.01% impact via exchange order books).",
    "result": {
      "token": {
        "id": "solana",
        "symbol": "SOL"
      },
      "side": "buy",
      "size": {
        "requested_usd": 5000,
        "max_safe_usd": 5000
      },
      "impact": {
        "best_route": "exchange order books",
        "best_pct": 0,
        "routes": [
          {
            "route": "exchange order books",
            "impact": 0
          }
        ],
        "limit_pct": 1,
        "share_of_daily_volume_pct": 0
      },
      "check": {
        "verdict": "proceed",
        "confidence": 0.86,
        "dimensions": {
          "momentum": "ok",
          "liquidity": "ok",
          "leverage": "ok",
          "onchain": "ok",
          "supply": "ok",
          "context": "ok",
          "contract": "unassessed"
        },
        "evaluation_id": "eval_301dfef4e441c9d2fb81"
      },
      "policy": null,
      "latest_brief": null
    },
    "reasons": [
      {
        "text": "$5K buy: under 0.01% impact on the best route (exchange order books; limit 1%), check verdict proceed",
        "source": "coingraph:evaluate"
      }
    ],
    "warnings": [],
    "links": {
      "proof": "/api/v1/verify/eval_301dfef4e441c9d2fb81"
    },
    "disclaimer": "CoinGraph never trades, holds funds or gives financial advice. The caller decides.",
    "hash": "56e179df3b8f7f9d5ffeb8284e305c7f3d0294e9d33e6b3d5e18b2df05e4ea55",
    "verify_url": "https://coingraph.ai/api/v1/verify/run_2620bb88435002c82aed"
  },
  "sources": []
}

A full token report #

For a whole picture of one token, the assistant can call get_token_report (1 credit): the snapshot, the check, 30 days of price, volume, open interest, funding and exchange flows as ready-to-plot charts, a key-metrics table and the latest brief. In Claude the charts can be drawn as an Artifact.

A market overview #

The whole market in one call, organised into tables.

You ask

How is the crypto market doing today?

The assistant calls

get_market_overview with { sections: "overview,breadth,sentiment" } · 1 credit

Illustrated answer · built from the real response below

Total market cap is $2.92T, −3.23% in 24 hours, and only 30 of 83 tracked coins (36.1%) are up on the day. Sentiment still reads Greed (73).

Size and dominance

Measure	Value
Total market cap	$2.92T
Change in 24h	−3.23%
BTC dominance	58.7%
ETH dominance	11.26%

Breadth

42 coins (50.6%) rose in the last hour, against 36.1% over the whole day. Open interest is rising on 42 coins (65.6% of those measured).

Sentiment

Fear & Greed is 73 today, up from 70 the day before. A chart of its 30-day history would go here in a client that can draw. Trending on CoinGecko: ZIG Finance (ZIG, +5.74%) and Orca (ORCA, +34.26%).

Sources: CoinGecko /global and /coins/markets, Binance futures open interest, alternative.me Fear & Greed; as of 2026-10-06 23:20 UTC. Information, not advice.

Suggested next questions

Fear & Greed is 73: is leverage crowded on BTC and ETH?
Run the daily market brief
Check BTC before I act on it

Generated by the server from this response (suggested_questions), not written for this page.

The CoinGraph response this is built from (real, captured 2026-10-06 23:24 UTC, long lists trimmed)

JSON

{
  "object": "market",
  "id": "mk_b414f56cbf685a73cb0f",
  "as_of": "2026-10-06T23:20:45.388Z",
  "data": {
    "overview": {
      "total_market_cap_usd": 2922440000000,
      "total_volume_24h_usd": 68434300000000,
      "market_cap_change_24h_pct": -3.23,
      "volume_change_24h_pct": 75415.71,
      "btc_dominance_pct": 58.7,
      "eth_dominance_pct": 11.26,
      "dominance": {
        "bnb": 3.54,
        "btc": 58.7,
        "eth": 11.26,
        "sol": 2.43,
        "trx": 1.09,
        "xrp": 3.23,
        "usdc": 2.53,
        "usdt": 6.29,
        "steth": 0.9,
        "figr_heloc": 0.84
      },
      "active_cryptocurrencies": 21954,
      "markets": 1507,
      "as_of": "2026-10-06T23:20:00.000Z",
      "sources": [
        {
          "provider": "coingecko",
          "endpoint": "/global",
          "as_of": "2026-10-06T23:20:00.000Z"
        }
      ]
    },
    "breadth": {
      "coins": 83,
      "up_1h": 42,
      "down_1h": 26,
      "up_1h_pct": 50.6,
      "up_24h": 30,
      "down_24h": 51,
      "up_24h_pct": 36.1,
      "rising_open_interest": 42,
      "rising_open_interest_pct": 65.6,
      "as_of": "2026-10-06T23:20:00.000Z",
      "sources": [
        {
          "provider": "coingecko",
          "endpoint": "/coins/markets",
          "as_of": "2026-10-06T23:20:00.000Z"
        },
        {
          "provider": "binanceusdm",
          "endpoint": "openInterestHist",
          "as_of": null
        }
      ]
    },
    "sentiment": {
      "fear_greed": {
        "value": 73,
        "label": "Greed",
        "day": "2026-10-06T00:00:00.000Z",
        "history_30d": [
          [
            "2026-10-06T00:00:00.000Z",
            73
          ],
          [
            "2026-10-05T00:00:00.000Z",
            70
          ],
          "… 28 more"
        ]
      },
      "trending": [
        {
          "position": 1,
          "id": "zignaly",
          "symbol": "ZIG",
          "name": "ZIG Finance",
          "rank": 326,
          "change_24h_pct": 5.74
        },
        {
          "position": 2,
          "id": "orca",
          "symbol": "ORCA",
          "name": "Orca",
          "rank": 194,
          "change_24h_pct": 34.26
        },
        "… 13 more"
      ],
      "as_of": "2026-10-06T23:20:00.000Z",
      "sources": [
        {
          "provider": "alternative.me",
          "endpoint": "/fng",
          "as_of": null
        },
        {
          "provider": "coingecko",
          "endpoint": "/search/trending",
          "as_of": "2026-10-06T23:20:00.000Z"
        }
      ]
    }
  },
  "sources": [
    {
      "provider": "coingecko",
      "endpoint": "/global",
      "as_of": "2026-10-06T23:20:00.000Z"
    },
    {
      "provider": "coingecko",
      "endpoint": "/coins/markets",
      "as_of": "2026-10-06T23:20:00.000Z"
    },
    "… 3 more"
  ]
}

Due diligence #

A graded memo: the grade first, then every section with its evidence.

You ask

Write me a due-diligence memo on Cardano.

The assistant calls

run_due_diligence_analyst with { token: "cardano" } · 25 credits

Illustrated answer · built from the real response below

Cardano (ADA) grades B (74/100), with no red flags and a current check of proceed. Its strongest section is liquidity & markets (A): $70.9M available within 2% of the price.

Section grades

Section	Grade	Score	Findings
Liquidity & markets	A	85	$70.9M available within 2% of the price; 25 exchange markets, 0 rated trustworthy by CoinGecko; 24h volume $676.7M (6.7% of market cap)
Supply & concentration	B	80	Fully diluted value is 1.2× market cap (83.4% of max supply issued); Unlock schedule: unassessed (no free source)
Contract & admin powers	B	75	Native coin: no token contract to review

The captured response shown here is trimmed to 3 of the memo's sections; a real answer would list every one.

Strengths and red flags

Strengths: Deep liquidity across venues. Red flags: none.

What was not measured

Unlock schedule: unassessed (no free source) The contract section reads: Native coin: no token contract to review.

Track record

CoinGraph made 17 calls on ADA in the last 30 days. Method: Weighted: liquidity 25%, supply 20%, contract 20%, onchain 10%, derivatives 10%, development & usage 15%. Three or more red flags cap the grade at D.

As of 2026-10-06 23:22 UTC. Proof: coingraph.ai/proof/run_d4d10603a70e58d45e87. Over MCP the executive summary is written by your assistant from this memo (summary_instructions). Information, not advice.

Suggested next questions

Why did ADA score B on contract & admin powers?
Show me the proof for check eval_b959c70bf2a2354c59fa
Give me the full 30-day report on ADA

Generated by the server from this response (suggested_questions), not written for this page.

The CoinGraph response this is built from (real, captured 2026-10-06 23:24 UTC, long lists trimmed)

JSON

{
  "object": "agent_run",
  "id": "run_d4d10603a70e58d45e87",
  "as_of": "2026-10-06T23:22:38.490Z",
  "data": {
    "run_id": "run_d4d10603a70e58d45e87",
    "agent": "due-diligence-analyst",
    "agent_version": "1.0.0",
    "as_of": "2026-10-06T23:22:38.490Z",
    "verdict": "B",
    "summary": "Cardano (ADA) receives an overall grade of B, and the current check verdict is proceed, with no red flags. Its main strength is liquidity (A): $70.9M sits within 2% of the price across 25 markets, with $676.7M in daily volume, though CoinGecko rates none of those markets trustworthy. Supply is mostly issued (83.4% of m…",
    "result": {
      "token": {
        "id": "cardano",
        "symbol": "ADA",
        "name": "Cardano",
        "rank": 17
      },
      "overall": {
        "grade": "B",
        "score": 74
      },
      "sections": [
        {
          "name": "Liquidity & markets",
          "score": 85,
          "findings": [
            "$70.9M available within 2% of the price",
            "25 exchange markets, 0 rated trustworthy by CoinGecko",
            "24h volume $676.7M (6.7% of market cap)"
          ],
          "sources": [
            "ccxt:fetchOrderBook",
            "coingecko:/coins/{id}/tickers"
          ],
          "grade": "A"
        },
        {
          "name": "Supply & concentration",
          "score": 80,
          "findings": [
            "Fully diluted value is 1.2× market cap (83.4% of max supply issued)",
            "Unlock schedule: unassessed (no free source)"
          ],
          "sources": [
            "coingecko:/coins/markets",
            "goplus:/token_security",
            "nownodes"
          ],
          "grade": "B"
        },
        {
          "name": "Contract & admin powers",
          "score": 75,
          "findings": [
            "Native coin: no token contract to review"
          ],
          "sources": [
            "goplus:/token_security"
          ],
          "grade": "B"
        },
        "… 3 more"
      ],
      "red_flags": [],
      "strengths": [
        "Deep liquidity across venues"
      ],
      "current_check": {
        "verdict": "proceed",
        "evaluation_id": "eval_b959c70bf2a2354c59fa"
      },
      "recent_news": [],
      "latest_brief": null,
      "coingraph_track_record_30d": {
        "calls": 17,
        "hit_rate_pct": null
      },
      "method": "Weighted: liquidity 25%, supply 20%, contract 20%, onchain 10%, derivatives 10%, development & usage 15%. Three or more red flags cap the grade at D."
    },
    "reasons": [
      {
        "text": "Strength: Deep liquidity across venues",
        "source": "coingraph"
      }
    ],
    "warnings": [],
    "links": {
      "proof": "/api/v1/verify/eval_b959c70bf2a2354c59fa"
    },
    "disclaimer": "CoinGraph never trades, holds funds or gives financial advice. The caller decides.",
    "hash": "f751d2a0744eb01c24e62fbca32d701e6bff615c5bab3b01b2d3543ddfc0660c",
    "verify_url": "https://coingraph.ai/api/v1/verify/run_d4d10603a70e58d45e87"
  },
  "sources": []
}

Wallet safety #

Wallet Guard before signing. A STOP is said plainly, first.

You ask

I'm about to send ETH to 0x0330…e54a. Is that address safe?

The assistant calls

run_wallet_guard with { to_address: "0x0330…e54a", chain: "eth" } · 5 credits

Illustrated answer · built from the real response below

STOP: do not sign. The recipient 0x0330…e54a is on the OFAC sanctions list, and it is also flagged for stealing attack.

Who the recipient is

Check	Result
Label	unlabelled
Type	new or rarely used wallet
Transactions	8
Screening risk	high
Sanctioned	yes
Flags	On the OFAC sanctions list (ETH); stealing attack

Why it matters

Each reason names its source: Recipient is on the OFAC sanctions list (ofac); Recipient flagged: stealing attack (goplus:/address_security).

No token was given, so no contract or price impact was checked. As of 2026-10-06 23:24 UTC. Proof: coingraph.ai/proof/run_eecd3b10501ac13279fb.

Suggested next questions

Why is 0x0330…e54a on the OFAC sanctions list?
What does the "stealing attack" flag on 0x0330…e54a mean?
Run Wallet Guard on a different recipient before I send

Generated by the server from this response (suggested_questions), not written for this page.

The CoinGraph response this is built from (real, captured 2026-10-06 23:24 UTC, long lists trimmed)

JSON

{
  "object": "agent_run",
  "id": "run_eecd3b10501ac13279fb",
  "as_of": "2026-10-06T23:24:16.899Z",
  "data": {
    "run_id": "run_eecd3b10501ac13279fb",
    "agent": "wallet-guard",
    "agent_version": "1.0.0",
    "as_of": "2026-10-06T23:24:16.899Z",
    "verdict": "STOP",
    "summary": "STOP: Recipient is on the OFAC sanctions list.",
    "result": {
      "recipient": {
        "chain": "eth",
        "address": "0x0330070fd38ec3bb94f58fa55d40368271e9e54a",
        "label": "unlabelled",
        "type": "new or rarely used wallet",
        "tx_count": 8,
        "screening": {
          "risk": "high",
          "sanctioned": true,
          "burn_address": false,
          "flags": [
            "On the OFAC sanctions list (ETH)",
            "stealing attack"
          ]
        },
        "lookalike_of": null
      }
    },
    "reasons": [
      {
        "text": "Recipient is on the OFAC sanctions list",
        "source": "ofac"
      },
      {
        "text": "Recipient flagged: stealing attack",
        "source": "goplus:/address_security"
      }
    ],
    "warnings": [],
    "links": {},
    "disclaimer": "CoinGraph never trades, holds funds or gives financial advice. The caller decides.",
    "hash": "eddf849df8d3d047d5676d32dc255bf354000d0d54ecbdaef2bf28ecdefa6791",
    "verify_url": "https://coingraph.ai/api/v1/verify/run_eecd3b10501ac13279fb"
  },
  "sources": []
}

Example answers

A token check #

The check, dimension by dimension

The numbers behind it

A pre-trade run #

The order against the market

The check behind it

A full token report #

A market overview #

Size and dominance

Breadth

Sentiment

Due diligence #

Section grades

Strengths and red flags

What was not measured

Track record

Wallet safety #

Who the recipient is

Why it matters