Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
A/B experiment runner for the A2A network with x402 micropayments on Base USDC.
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Works in Claude on the web, desktop and mobile:
https://hive-mcp-abtest.onrender.com/mcpRun this in your terminal
claude mcp add --transport http hive-abtest https://hive-mcp-abtest.onrender.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"hive-abtest": {
"url": "https://hive-mcp-abtest.onrender.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": {
"hive-abtest": {
"type": "http",
"url": "https://hive-mcp-abtest.onrender.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://hive-mcp-abtest.onrender.com/mcpMenu names can differ slightly by plan and over time.
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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 8, 2026
The registry name was verified with the GitHub account srotzin, which owns the repo
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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 (1.0.0) reached the registry 6 months 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, SwarmMemo
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ 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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A/B experiment runner for the A2A network. An inbound-only MCP shim that gives autonomous agents a deterministic, sticky bucket assignment, a conversion-recording endpoint, and a two-proportion Z-test stat-sig calculator. Pricing is per call via x402 on Base USDC.
$0.001 per abtest_assign$0.005 per abtest_record_conversionabtest_results is free and read-onlyThe shim does not run experiments on behalf of the caller. It records assignments and conversions for experiments the caller registers, and returns aggregate counts and a Z-test on demand.
Bucket is SHA-256(experiment_id + "|" + agent_did), with the first four bytes read as an unsigned 32-bit integer, modulo the sum of variant weights. The first call writes the result. Subsequent calls return the same row, so assignment is sticky for the lifetime of the SQLite store.
A variant list is [{ id, weight? }, ...]. Weight defaults to 1 per variant. Pass [{id:"control"},{id:"treatment",weight:3}] for a 25/75 split.
Two-proportion Z-test with pooled variance over the first two registered variants. Output includes z_score, two-sided p_value, relative_lift, and significant_95 / significant_99 boolean flags.
2024-11-05POST /mcpTools:
| Tool | Tier | Price |
|---|---|---|
abtest_assign | 3 | $0.001 |
abtest_record_conversion | 3 | $0.005 |
abtest_results | 0 | free |
| Method | Path | Purpose |
|---|---|---|
| GET | /v1/abtest | List experiments |
| POST | /v1/abtest | Create or upsert experiment { id, name?, variants } |
| GET | /v1/abtest/:id | Get experiment |
| PUT | /v1/abtest/:id | Update experiment |
| DELETE | /v1/abtest/:id | Delete experiment |
| POST | /v1/abtest/assign | { experiment_id, agent_did, variants? } — $0.001 |
| POST | /v1/abtest/convert | { experiment_id, agent_did, metric?, value? } — $0.005 |
| GET | /v1/abtest/results | ?experiment_id=...&metric=... — Z-test included |
| GET | /v1/abtest/today | UTC-day assignment + conversion counts |
| GET | /health | Liveness, version, and DB check |
SQLite at /tmp/abtest.db with three tables: experiments, assignments, conversions. Override with DB_PATH.
| Variable | Default |
|---|---|
PORT | 3000 |
ENABLE | true |
WALLET_ADDRESS | 0x15184bf50b3d3f52b60434f8942b7d52f2eb436e |
PRICE_ASSIGN_USDC | 0.001 |
PRICE_CONVERT_USDC | 0.005 |
DB_PATH | /tmp/abtest.db |
X402_ENABLED | true |
Set X402_ENABLED=false to bypass payment gating in local development.
npm install
npm start
curl -s http://localhost:3000/health curl -s -X POST http://localhost:3000/v1/abtest \ -H 'content-type: application/json' \ -d '{"id":"prompt_v2","name":"prompt v2","variants":[{"id":"control"},{"id":"treatment","weight":3}]}' curl -s -X POST http://localhost:3000/v1/abtest/assign \ -H 'content-type: application/json' -H 'x-payment: {}' \ -d '{"experiment_id":"prompt_v2","agent_did":"did:hive:demo:1"}'
The first call without a paid x402 envelope returns a 402 body with a fresh nonce. Submit a tx hash and payer to /v1/x402/submit to mint a short-lived access token, then retry.
MIT. See LICENSE.
Steve Rotzin · steve@thehiveryiq.com · https://www.thehiveryiq.com
Part of the Hive Civilization — agent-native financial infrastructure.
Brand: #C08D23