BLA
BLA (Blind LLM Agents) is the open-source Blue Defense MCP and CLI built to protect software artifacts against automated AI reverse-engineering workflows.
See if a pay-per-call AI service or MCP server is up, how fast it answers, and whether its price and payment address match its listing, before your agent pays. 25 free checks a day, then $0.001.
SecurityPython · TypeScriptGitHub @botsratedOnlineOwner unconfirmed
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Beta. Measured, receipt-backed facts on paid AI-agent (x402) services. Remote MCP server: https://botsrated.com/mcp
Translation pending
Taken from the repository README
Loading the full README.
Read the full README ↗Signed checks of paid AI services, before your agent pays.
BotsRated measures paid AI-agent services with signed receipts. BotPulse is a separate digest and alerts product; these measurements do not claim coverage of every delivery outcome.
BotsRated publishes timestamped, receipt-backed measurements of paid x402 agent services on Base:
It reports facts and signed receipts only.
This repository documents the remote MCP server. There is nothing to install or run locally.
| MCP endpoint | https://botsrated.com/mcp (Streamable HTTP, JSON responses, no auth) |
| Official MCP Registry | com.botsrated/botsrated |
| Website | https://botsrated.com |
| OpenAPI | https://botsrated.com/openapi.json |
| A2A agent card | https://botsrated.com/.well-known/agent-card.json |
| llms.txt | https://botsrated.com/llms.txt |
| Contact | [email protected] |
| Tool | Price | What it returns |
|---|---|---|
preflight | free, no key, rate limits | Facts bundle for an x402 seller (host or URL): latest unpaid probe, freshness, directory listing, receipt link. Measurements and a receipt link. See below |
find | free (uses 1 of the 25 free checks per client IP per UTC day) | Top matching x402 sellers and remote MCP servers for a need (q, e.g. weather), each with a one-line factual reason and its page URL. Same filters as best, without the full ranking. HTTP: GET https://botsrated.com/v1/find?q= |
coverage | free | How many x402 sellers and MCP servers are covered, from which sources, and when the last probe ran |
sample | free | A real sample of a paid answer (check, report or best) for a fixed example |
check | $0.001 (x402, USDC on Base); first 25 per client IP per UTC day free | Measured facts and the last 5 receipts for one host. Paid at GET https://botsrated.com/v1/check?host= |
report | $0.002 (x402); first 3 per client IP per UTC day free | Full receipt history for one host. Paid at GET https://botsrated.com/v1/report/{host} |
best | $0.01 (x402) | Top 3 measured providers for a task (sort=reliability|price|latency). Paid at GET https://botsrated.com/v1/best?task= |
preflight and check)preflight (the MCP tool and GET /v1/preflight?url=<host>) returns measurements and receipt links. You set your own
thresholds. The response is measurements and a receipt link.
| Field | What you get back |
|---|---|
found, host | Whether this host is in the probe record, and the host name |
latest_probe | Latest unpaid probe: ts, status, valid_402, latency_ms, observed amount (live_amount), observed payTo (live_payTo), live_network |
latest_probe.receipt_url | Link to the signed receipt for that probe (https://botsrated.com/receipt/...). The receipt is the record |
freshness | last_probe_at, age_seconds, stale (older than 24 h) |
listing | Directory price and payTo. Directory data is not a probe observation |
recent_window | Probe count, how many returned a valid 402, latency. A count in a window |
note | Facts only |
check (paid, after the free daily quota) adds measured facts for one host and the last receipts. Those are still
measurements and receipt links.
The payment guard in @botsrated/x402-preflight and botsrated keeps a smaller local bundle from this response
(covered, host, knownPayTos / known_pay_tos, listingPayTo / listing_pay_to, observedNetwork /
observed_network, observedAmount / observed_amount, stale, receiptUrl / receipt_url). Pick a named preset
(warn, carefulBuyer, or dry-run-only) there. The guard does not invent a summary number from these fields.
Paid MCP tools: an unpaid call returns an x402 v2 PaymentRequired tool error (isError, structuredContent with accepts); an x402-aware MCP client (e.g. @x402/mcp) retries with the payment in _meta["x402/payment"]. The same data is on the HTTP routes, payable by any x402 client (e.g. @x402/fetch, Coinbase Agentic Wallet). All three paid routes are also listed in the Coinbase x402 Bazaar.
Free daily quota: the first 25 checks and 3 reports per client IP (IPv6 per /48) per UTC day are answered without payment; after that the normal x402 402 applies. /v1/find spends one check from that same quota. /v1/best has no free quota. Preflight stays free, no key, rate limits. No accounts, prepaid balances or stored credit. The badge is free and earned, never sold. Details: https://botsrated.com/pricing
GET https://botsrated.com/v1/find?q=<need> | Top matches for a need with a reason (uses 1 of the 25 free checks per client IP per UTC day, shared with /v1/check) |
GET https://botsrated.com/v1/pulse | Live totals (cached 60 s): services watched, working in the last 24 h, down or failed in 7 days, checks run in 7 days. Never names a seller |
GET https://botsrated.com/v1/savings-rates | Measured rates (offline, payTo changes, price vs listing) with sample size, dates and source |
| https://botsrated.com/sellers | Browse and filter every covered seller and MCP server |
https://botsrated.com/s/<host> | One page per seller or MCP server: status, 30-day chart, price, payTo, test purchases, receipts, alternatives |
| https://botsrated.com/savings | What we check for, with the rates we measured |
| https://botsrated.com/leaderboard | Data table of the top 300 covered x402 sellers |
One x402 USDC payment on Base buys one 30-day period. There is no balance and no auto-renewal. Cancelling stops delivery. The dataset stays free.
Pro: watch up to 50 sellers or tools; alert to webhook, Slack, Discord or email. $19 / month by card + tax, or $29 / 30 days USDC. Tools you rely on (for example OpenAI, Anthropic, Gemini, Pinecone, Supabase) use those same 50 slots. No separate plan.
| Plan | Price per 30 days | What you get |
|---|---|---|
alerts-free | $0 | Watch 1 seller. Daily digest: one email per UTC day when its facts change. Slack, Discord, and webhook need a paid plan (paid_channel_required). Up to 3 free alerts per client IP, 1,000 in total |
alerts-50 | $29 | Up to 50 sellers or tools; a signed webhook within one probe cycle of a change (payTo, quoted price, valid 402, listing, freshness) |
data-starter | $49 | Bearer token for /v1/check, /v1/report, /v1/best without per-call payment (60 requests/min) |
data-pro | $199 | Same, 600 requests/min, plus the change-event export (GET /v1/export/changes.ndjson?host=) |
| custom | $499+ per 30 days | Volume or bulk delivery; support terms agreed per contract: [email protected] |
Paid BotPulse plans are retired; the feed stays free. Plans already bought keep working until their 30-day period ends. Free reads stay at https://botsrated.com/v1/botpulse/latest and https://botsrated.com/v1/botpulse/feed.json. Alerts on tools use Pro's 50 slots.
Subscribe with POST https://botsrated.com/v1/alerts/subscribe (free) or POST https://botsrated.com/v1/subscribe/{plan} (x402). The body and the webhook are checked before any 402. The webhook must answer the verification POST with the challenge; it must be https on a public DNS name, and redirects are not followed. Free alerts are email only: one confirmation link first, then plain-text alerts from [email protected]. Slack, Discord, and webhook delivery need a paid plan (paid_channel_required on the free plan). Paid alert plans can use a signed webhook (Ed25519, botsrated-prober-1, see below, over {"m":"<timestamp>.<raw body>"}), a Slack incoming webhook or Discord channel webhook (plain text, not signed), or the same email path. Manage a subscription with GET /v1/subscription and POST /v1/subscription/{cancel,update} plus Authorization: Bearer <token>. Full details: https://botsrated.com/v1/plans
Claude Code:
claude mcp add --transport http botsrated https://botsrated.com/mcp
Cursor / Windsurf / Cline / any client that takes a JSON config:
{
"mcpServers": {
"botsrated": { "type": "streamableHttp", "url": "https://botsrated.com/mcp" }
}
}
VS Code (.vscode/mcp.json):
{ "servers": { "botsrated": { "type": "http", "url": "https://botsrated.com/mcp" } } }
See CHANGELOG.md. Catalog listing copy (not submitted from this file): SUBMISSIONS.md.
Report security issues privately: see SECURITY.md ([email protected], subject "Security"). Contributing: CONTRIBUTING.md.
POST /v1/dispute). The measurement is re-checked and the reply is published next to the data. A measurement is a signed record, not a finding about the seller.mcp_probe receipts for remote MCP servers; v0.2.1 updates reference schedules and MCP retention) and verifier: spec/SPEC.md. node spec/verify.mjs '<receipt.json|url>' needs verify.mjs, verify-core.mjs, and verify-node.mjs in one directory. verify.mjs alone does not run.latest_probe.receipt_url. MCP preflight puts it on servers[].latest_receipt_url (keep ?mcp=&day=&s=). CLI, single quotes: node spec/verify.mjs '<receipt_url>'. The pasted URL is a 20-hex id plus allowlisted host, mcp, day, and s only. A matching signature checks that record only. It is not a rating of the seller. spec/receipt-page.mjs is that same check for Accept: text/html. It is not on the live host until Pages returns it (Content-Security-Policy header, and /spec/verify-browser.mjs plus /spec/verify-core.mjs).Raw 32-byte public keys, base64. Fingerprint = sha256 of the raw key bytes. A signature is valid for an object whose own timestamp
(ts, or generated_at for snapshots) lies in [valid from, valid until). The live key set at /.well-known/botsrated-key is authoritative; this table is an out-of-band copy to compare against.
| key_id | Status | Valid from (UTC) | Valid until (UTC) | Signs | Public key | sha256 fingerprint |
|---|---|---|---|---|---|---|
botsrated-prod-1 | active | 2026-10-23T15:00:00Z | 2027-10-23T00:00:00Z | dataset snapshots, paid test-buy receipts | oTK25Dq3wU2+apPYddiv4T+8is2s3hL1k6ozjMAbEWQ= | ac58fa77b9f6a26805efb65d331d6d77da3dfbdbbe981cc7510692852a50e74a |
botsrated-prober-1 | active | 2026-10-23T12:00:00Z | (none) | cron probe receipts, daily aggregates, archive manifests | G5aD8mz2rkbpLPQuEC2t50AaJpMjGcflTXuRmeJETsE= | 805e75f8795ff38c4805653962ba75991fc8bdcaef3f80441e0775e405a3a628 |
botsrated-staging-1 | retired (verify only) | 2026-10-22T00:00:00Z | 2026-10-23T15:00:00Z | dataset snapshots generated before 2026-10-23T15:00:00Z | OfGrLtyJYCC1K9jjhvq0Zduwgqq68DvzR1StOo5ZpO0= | 71db9690ef765ce6b923d63fc71e1a65474e87ee1073532eafb9099b1e6f0288 |
Payments are USDC on Base mainnet.