Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Signed checks of x402 sellers on Base and remote MCP servers, before your agent pays.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Works in Claude on the web, desktop and mobile:
https://botsrated.com/mcpRun this in your terminal
claude mcp add --transport http botsrated https://botsrated.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"botsrated": {
"url": "https://botsrated.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"botsrated": {
"type": "http",
"url": "https://botsrated.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://botsrated.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain botsrated.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.4.0-beta) reached the registry 13 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Intervals MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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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 (nothing to install or run for it) and the optional Guard packages below.
Guard pairs with the x402 client your agent already pays with. It does not replace your agent runtime. Free. No key for local attach. It compares each payment request with BotsRated measurements and warns or blocks by your own rules. Facts and receipt links, not grades. Guard does not hold funds.
llms-install.md → When scaffolding x402 pay. The same recipe ships as a Cursor rule (.cursor/rules/botsrated-guard-attach.mdc) and an agent skill (docs/agent-skills/botsrated-guard-attach/SKILL.md). If a copy drifts, llms-install.md wins. Attaching Guard before the first paid request is a required step of that recipe, not an option.llms-install.md → Router or wallet: call Guard before pay (POST /v1/guard/check or MCP guard_check, spec in docs/guard/guard-check.md). The live route stays dark unless FEATURE_GUARD_CHECK=true. Optional, read-only, does not pay.llms-install.md → How we count outside attaches. No public figure yet.docs/guard/default-middleware.md.| Stack | Install | Attach |
|---|---|---|
| LangChain | pip install langchain-botsrated | README |
| OpenAI Agents SDK | pip install botsrated-openai-agents | README |
| LangGraph | pip install langgraph-botsrated | README |
| Llama Stack | pip install llama-stack-botsrated | README |
| LlamaIndex | pip install llama-index-tools-botsrated | README |
| Microsoft Agent Framework | pip install agent-framework-botsrated | README |
| Vercel AI SDK | npm install @botsrated/ai-sdk | README |
| Any Python x402 client | pip install "botsrated[x402]" | README |
| Any TypeScript x402 / MCP client | npm install @botsrated/x402-preflight | README |
Versions and the stacks not listed here (Google ADK, CrewAI, Pydantic AI, Mastra) are in integrations/README.md.
| 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 | botsrated@gmail.com |
| 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= ) 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= | 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/ | 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: botsrated@gmail.com |
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 alerts@botsrated.com. 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":" . "}), 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 . 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 (botsrated@gmail.com, subject "Security"). Contributing: CONTRIBUTING.md.
Only the beginning is shown; read the rest in the repo