Mmcp.market

Numguard MCP server

by ipezygj·io.github.ipezygj/numguard·v0.1.1

Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts.

C65/100grade C
What users say
No reviews yet
Be the first
Safety scan
C65/100

full report

Adoption
New

24 downloads/wk

Reviews

Write one

Nobody has reviewed Numguard yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Numguard tools (35, 3 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • anchor_receipt

    Anchor a signed receipt's digest on Base — an IMMUTABLE, timestamped, publicly-checkable on-chain proof that this exact verification existed. Turns a receipt (or a track record) into a portable credential other protocols can read: reputation as a real-world asset. NOT a token — no mint, no speculation; you pay the gas once and the attestation is yours forever. Only VALID receipts are anchored.

  • attest_onchainwrite action

    Write a numguard verification as an Ethereum Attestation Service (EAS) attestation on Base — a QUERYABLE, COMPOSABLE on-chain credential. Any protocol can then look up the recipient's address in EAS and read the numguard verdict, to gate / allocate / collateralize on a proven track record. Reputation as a real-world asset, industry-standard, no token. Only VALID receipts are attested.

  • audit_addresseswrite action

    Run verify_agent across an EXPLICIT address list and return each verdict. HONEST: only the addresses you give — no discovery, no ranking implied, survivorship NOT controlled (an agent can hide losing wallets). It certifies each address's number, never 'the best agent'.

  • audit_leaderboard

    Audit a whole leaderboard from per-item results. `results` maps each model to the list of item-ids it solved (or a {item: score} dict). Returns rank confidence intervals + whether #1 is statistically real.

  • balance

    Your remaining free calls and prepaid credit balance.

  • calibrate_judge

    Check an LLM judge against ground truth on a labelled slice. Pass aligned booleans: the judge's verdicts and the known-correct answers. Returns agreement and whether the judge's errors lean one direction (over-crediting = the length/self-preference failure mode).

  • check_attestation

    Look up a numguard verification credential on-chain via EAS on Base — FREE, no api_key, no gas. Confirms it's a genuine numguard attestation (schema match), returns the attester, recipient, verdict, and whether it was revoked. This is how any protocol or agent trusts a numguard track record without taking anyone's word.

  • commitment_receipt

    Issue a portable, signed (Ed25519) attestation of your commitment's LIVE track record — the accountable credential you can SHOW to anyone ('numguard-verified: N live obs, edge HELD'). Recomputed server-side, tamper-evident, verifiable with only the public key via verify_receipt.

  • commitment_status

    The current HELD / DECAYED / BROKEN / PENDING verdict for YOUR tracked commitment — free. Requires the api_key that opened it (a leaked id alone can't read it).

  • erc8004_feedback

    FREE: build the ERC-8004 Reputation Registry `giveFeedback` call from a numguard verdict, so a verified claim becomes portable on-chain agent reputation in the standard (live on Base + 40 chains). Returns the exact args + the ready-to-broadcast calldata against the real Base registry (dry-run; broadcasting is the caller's on-chain step, needs gas). numguard joins the trustless-agents infra as a re

  • get_precommit

    FREE, public: the immutable registration entry (strategy id, claimed Sharpe, horizon, signed digest, created_at, on-chain anchor if any) plus the current chain head. The public 'registry entry' for a claim.

  • issue_receipt

    Verify a claim server-side and hand back a portable, signed receipt (Ed25519) of numguard's OWN verdict. numguard **recomputes** the verdict from your inputs — it never signs a result you supply — so the receipt is real proof the claim was checked, not just an assertion. Anyone can verify it with only the public key.

  • open_commitment

    Open a commitment that numguard tracks over time. It returns a commitment_id; report live returns to it with report_returns as they arrive. numguard folds each return into running statistics at O(1) and never stores the raw returns — so holding the promise indefinitely costs constant memory and no background compute. NOTE: this is an honesty/consistency check on the returns you REPORT, not proof o

  • open_precommitment

    Pre-register a strategy's forward claim BEFORE outcomes are known — a 'clinicaltrials.gov for backtests'. Returns a SIGNED, immutable registration digest: proof the claim predated the result, so it can't be a curve-fit chosen after the fact. Then report live returns with report_precommit; the report timeline is hash-chained and tamper-evident (a backfill/reorder/edit is publicly detectable via ver

  • pricing

    Machine-readable price list (credits; 1 credit = $0.01) and the free-tier size, so an agent can decide before it calls. Also returns the wallet-native x402 rail an agent can pay at once its free tier is used.

  • receipt_spec

    The Verifiable-Claim-Receipt open standard (vcr/1): schema, algorithms, canonical form, and how to verify — so anyone can issue and verify compliant receipts without numguard.

  • reconcile_backtest

    The accountability oracle: did a backtest's claimed Sharpe survive contact with LIVE returns? Feed the claimed per-period Sharpe and the realized live returns; numguard tests whether the realized Sharpe is consistent with the claim (Mertens/Lo SE) and returns HELD / DECAYED / BROKEN + how much of the edge survived. Turns a backtest receipt into an accountable track record — the number made a promi

  • report_precommit

    Append live returns to a pre-commitment's tamper-evident chain and get the current verdict. Each report is hash-chained with a monotonic timestamp, so the timeline can't be rewritten. Raw returns aren't stored.

  • report_returns

    Fold new live returns into a commitment and get the current HELD / DECAYED / BROKEN verdict. O(1) per return; the raw returns are not stored. Call it whenever you have new live data — daily, weekly, whenever.

  • scan_for_receipts

    The RECEIVER half of the trust loop — FREE, no api_key. When another agent hands you a message, this finds every vcr/1 receipt inside it and verifies each offline (issuer-agnostic), so you learn which numbers were actually checked before you act on them. Returns {found, verified, unverified, all_valid, results}. A message with NO receipt returns found=0 (nothing was proven — treat the number as un

  • triage

    THE FRONT DOOR (free). Tell it what you're about to do or assert — 'publish a backtest Sharpe', 'run this npm package', 'claim our model beats baseline', 'a peer sent a number with a receipt' — and it routes you to the exact check to run first, across the whole trust layer (numguard verification + agent-guard safety + evalgate stats), with the call and a one-line reflex. Deterministic, no LLM. Whe

  • verify_agent

    THE WIRED PATH: given a wallet address, numguard FETCHES the agent's public on-chain trades itself, pairs them into swaps, FIFO-matches to realized round-trip returns (prices come from the swaps — no oracle), re-derives the Sharpe, deflates it for the arena field, and returns the verdict + a signed-receipt digest + the ERC-8004 giveFeedback shape. Operator-independent (the data is public), one cal

  • verify_backing

    Re-derive a backing ratio = (reserve asset held across reserve_holders) / (token totalSupply), in ASSET UNITS — deliberately NOT converted to USD (that needs a price oracle = a lie surface). HONEST: it's a single snapshot (flash-loanable for one block); the verdict says so. Keyless on Base.

  • verify_backtest

    Is a strategy's Sharpe real, or the luckiest of many tried? Deflated Sharpe Ratio: pass the observed per-period Sharpe `sr`, sample length `T`, and `n_trials` = how many strategy/parameter variants were tested before reporting this one. Optionally the return `skew`/`kurt`. For agent traders verifying backtest data before they trust (or publish) it.

  • verify_backtest_serieswrite action

    Run the checks a Deflated-Sharpe pass STILL misses — on the actual returns series. Catches same-bar look-ahead, autocorrelation-inflated Sharpe (HAC), regime dependence / cherry-picked windows, drawdown & tail fantasy, one-lucky-epoch fragility (block bootstrap), overfitting beyond n_trials (PBO), and volatility-clustering. Returns a combined verdict + the checks that flagged. Pass `positions`+`as

  • verify_chain

    FREE, public: recompute a pre-commitment's report hash-chain and check timestamps are monotonic — detects any backfill, reorder, edit, or deletion of a past report. Anyone can audit that a track record's timeline was never rewritten, with no api_key.

  • verify_execution

    VERIFIABLE EXECUTION — instead of trusting a reported Sharpe, numguard RE-DERIVES it: it reconstructs the P&L from your positions applied to the committed asset returns (r_t = pos_{t-1}·assetret_t − costs), recomputes the Sharpe from that, and checks it matches what you claimed — catching a number that these decisions on this data do not actually produce. Binds the result to a data hash, and compo

  • verify_fdr_hurdle

    There is no universal 't > 3': the right hurdle depends on the multiplicity YOU faced and the false-discovery rate YOU accept — the framing of Harvey & Liu, Journal of Finance 2020. Backtesters observe that multiplicity — the optimizer logged every trial. Pass the whole panel of trial returns; get back the t-stat hurdle your target implies, which trials clear it, and the expected number of false o

  • verify_guard_trace

    Recompute the BEHAVIOURAL-guard verdict over an agent's action-trace and hand back a portable, signed receipt (Ed25519) — proof the run was guarded and what the guard decided. Catches what a code scanner can't: a cross-call exfiltration chain (read a secret → later send it to a non- allowlisted host) or an action taken right after ingesting untrusted content (prompt-injection consequence). numguar

  • verify_judge_bias

    Is an LLM-judge / metric preference real, or just longer/first/same-family? Pass the count of verdicts the tested side won and the total. Exact binomial vs chance.

  • verify_model_gap

    Is the accuracy gap between two models real, or below what the test set can resolve? Pass items-per- model `n` and the two accuracies. Returns the gap, its significance, and the minimum detectable effect.

  • verify_receipt

    Verify any compliant claim receipt — FREE, no api_key, issuer-agnostic. Checks the structure + the Ed25519 signature against the receipt's OWN embedded public key (offline, no numguard account needed). Use it to check whether a number an agent handed you was actually verified, and by whom, before you trust it.

  • verify_subset_win

    A 'we lead on subset/metric/checkpoint X' claim, corrected for how many you could have picked it from (look-elsewhere / multiple comparisons). Pass the raw p-value and the number of comparisons tested.

  • verify_vault

    Fetch a vault's price-per-share history from its own Deposit/Withdraw events and RE-DERIVE its realized APY — no self-report. REFUSES to sign (survives=None, reconstruction='unreliable') if a single-step price jump looks like a donation/flash-loan attack, if the history is too short, or if the APY is outside a sane band (decimals/oracle artifact). Keyless on Base.

  • why

    What numguard does that computing the number yourself, or a lesser checker, does not.

Public scan report

scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it

no findings
  • Code scan33 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityno repository or website to verify2/10
Overall 65/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add numguard -- uvx numguard
Add to Cursor

Numguard: common questions

Is Numguard MCP server safe?
With care: it is graded C, so read the findings first (65/100). Read the Numguard safety report
How do I install Numguard?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Numguard need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Numguard maintained?
The latest release is v0.1.1.
What can I use instead of Numguard?
Servers from other publishers that do the same job: Emilia Protocol MCP server, agent-device MCP server and MCP server. Compare all Numguard alternatives.

Alternatives to Numguard

Same job from other publishers: the closest match first, then the best rated.

All Numguard alternatives →
  • Emilia Protocol
    Exact-action approval for consequential agent actions: request, track, and verify signed receipts.
    B
  • agent-device
    MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps
    A
  • MCP
    Authorize consequential AI agent actions before execution
    A
  • Mockserver
    Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
    A
  • Agoragentic Agent OS MCP
    Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.
    B

More from ipezygj →