MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Payments & trading

A.U.G.U.R Foresight · Bundle Forensics

Who is behind a launch: bundles, insiders, airdrops, serial devs. Solana pump.fun + 18 EVM chains.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
506 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
4

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 506 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name augur-foresight-forensics.

  • Pass
    Lists tools

    tools/list returned 4 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 506 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 506 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    7 of 7 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-25T05:16:26.765291Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using A.U.G.U.R Foresight · Bundle Forensics

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http a-u-g-u-r-foresight-bundle-forensics https://augur-trade.com/foresight/mcp/forensics

Capabilities

Tools 4

bundle_forensics

Who bundled a Solana pump.fun launch: every block-0 wallet labelled sniper bot / bundle / dev-linked, supply bought and still held, holders who got tokens by transfer, serial-dev check, top-10 concentration, RugCheck — plus a back-tested skip/pass verdict. The rug guard MAD snipers use before every buy. Skip rules were tested on 2,221 real caller calls (held-out: stop-outs 10%→5%, rugs 16%→11%): creator launched another coin in the prior 24 h; top-10 wallets >35%; block-0 wallets that also bundled this creator's earlier launches; block-0 buys >20% of supply. Extra flags: RugCheck danger risks, insider wallets >15%, and >10% held by wallets that never bought on the curve (tokens moved in by transfer, the layered-bundle pattern of launch tools like Proxima). "ok:true" means no red flags were found, not that the coin is safe. When to use: To see WHO bundled a launch and get the skip/pass rug guard MAD snipers use; for a scored launch verdict use launch_scan (on the A.U.G.U.R Foresight · Wallets & Risk server, https://augur-trade.com/hub/mcp/risk). Price: $0.003 per call (10 free/day; after that a payment-required result lists x402 options). Errors: returns isError with a message for invalid input or an upstream failure (not charged).

Discovered
bundler_profile

Is this Solana wallet a bundler? Every pump.fun launch it bought in the first 2 slots over the last 10 days, which creators it keeps bundling for, and whether it is a mass sniper bot or a dev's private bundle wallet. From our block-0 registry of every pump.fun launch (non-creator buys in slots 0–1 after creation). kind: "sniper bot" (≥50 launches in 7 days, buys everything), "dev wallet" (most of its block-0 buys are on one or two creators' coins — a private bundle wallet), "bundler", or "not seen". Use it on wallets bundle_forensics lists, or on any wallet you are about to copy. When to use: To check one wallet from bundle_forensics (sniper bot vs a dev's private bundle wallet); for trading performance use pump_wallet (on the A.U.G.U.R Foresight · Pump & LP server, https://augur-trade.com/hub/mcp/pump). Price: $0.002 per call (10 free/day; after that a payment-required result lists x402 options). Errors: returns isError with a message for invalid input or an upstream failure (not charged).

Discovered
creator_launches

Every pump.fun coin a Solana wallet created in the last 10 days, how many graduated, and the wallets that bundle its launches again and again (its private bundle crew). Serial launchers (more than one coin a day) are the strongest rug signal in our tests: calls on coins whose creator launched another coin in the prior 24 h averaged −11% vs −5% after costs. Repeat block-0 wallets across a creator's launches are its own bundle wallets. When to use: For a dev's launch count and its repeat bundle crew; for graduation stats use pump_dev (on the A.U.G.U.R Foresight · Pump & LP server, https://augur-trade.com/hub/mcp/pump). Price: $0.002 per call (10 free/day; after that a payment-required result lists x402 options). Errors: returns isError with a message for invalid input or an upstream failure (not charged).

Discovered
evm_bundle_forensics

Who bundled an EVM token launch (Base, BSC, Ethereum, Arbitrum, Robinhood and 13 more): creation-tx airdrops to fake holders, first-seconds buys, scripted fixed-cadence buying, fresh-wallet and transfer-only holders, dev holdings, exchange-labelled holders, GoPlus contract flags — plus a skip/pass verdict. Replays every ERC-20 Transfer of the token from its first mint on the public RPC, so for young tokens (Base ~4 days, BSC ~6 h of history in budget) holder balances, buys and wallet-to-wallet hand-offs are exact. Launchpads (Four.meme, Uniswap v4 PoolManager, v2/v3 pairs from Dexscreener) are detected; vault/locker contracts that never bought are kept out of the wallet rules, while contracts that DID buy (smart wallets, bundler contracts) count as wallets. Older tokens fall back to GoPlus holders with 527 exchange wallets named. Skip rules: GoPlus honeypot/tax>10%/owner powers; top-10 wallets >35%; first ~2 s of buys >20%; >10% held by wallets that never bought; creation tx airdropping ≥10 wallets or >10%; scripted buying (≥5 buys ≥1% at a regular cadence taking ≥15%); fresh wallets / buyer contracts >15%. Heuristic on EVM (mirrors the back-tested Solana guard); "pass" is not a safety promise. When to use: Bundles and who holds an EVM token launch (Base/BSC first-class); for contract-only flags use evm_token_security (on the A.U.G.U.R Foresight · Wallets & Risk server, https://augur-trade.com/hub/mcp/risk). Price: $0.005 per call (10 free/day; after that a payment-required result lists x402 options). Errors: returns isError with a message for invalid input or an upstream failure (not charged).

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected506 ms4