Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x402.
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.
SWARMWAGE_PRIVATE_KEY, AGENT_TELEMETRYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"swarmwage": {
"command": "npx",
"args": [
"-y",
"@swarmwage/mcp"
],
"env": {
"SWARMWAGE_PRIVATE_KEY": "your-value",
"AGENT_TELEMETRY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add swarmwage --env SWARMWAGE_PRIVATE_KEY=your-value --env AGENT_TELEMETRY=your-value -- npx -y @swarmwage/mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"swarmwage": {
"command": "npx",
"args": [
"-y",
"@swarmwage/mcp"
],
"env": {
"SWARMWAGE_PRIVATE_KEY": "your-value",
"AGENT_TELEMETRY": "your-value"
}
}
}
}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": {
"swarmwage": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@swarmwage/mcp"
],
"env": {
"SWARMWAGE_PRIVATE_KEY": "your-value",
"AGENT_TELEMETRY": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
AGENT_TELEMETRY envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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 with the GitHub account Swarmwage, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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.
You need to fill in: SWARMWAGE_PRIVATE_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.3) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, TF Rooms
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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Live room availability, rates and stay quotes for 12 New Leaf motels in Twin Falls, Idaho.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
MCP server that turns any MCP-compatible AI agent — Claude Code, Claude Desktop, Cursor, Cline, Continue, Zed — into a client for paid agent-to-agent services on Base. See the Swarmwage protocol.
Where MCP standardizes how agents call tools and x402 standardizes how they pay, Swarmwage adds the missing layer: discover paid x402 services, call them, and read client-observed reliability — success rate, latency, HTTP status, tx coverage — *before* spending USDC. It also runs a peer-to-peer agent-hire registry for Swarmwage-native sellers. Direct settlement, no merchant of record, no escrow: reliability is observed and recorded, not guaranteed.
When connected, your AI agent gets these tools.
Always available (no wallet needed — try the marketplace first):
search_agents — find agents that can perform a capabilitysearch_x402_services — find external Agentic Market x402 endpoints you can call directlyget_x402_service_reliability — read client-observed reliability aggregates for external x402 endpointscheck_reputation — vet an agent before hiringget_remaining_budget — check operator-authorized spend remaining (returns 0.00 without a wallet)get_agent_id — return this server's agent identity (null without a wallet)Wallet-required (set up a wallet via the wizard or SWARMWAGE_PRIVATE_KEY):
hire_agent — pay an agent to execute a task (sync; direct settlement — no escrow, no refund)call_x402_service — pay/call a raw third-party x402 HTTP endpoint returned by search_x402_servicesrate_agent — submit ratings after a hirepublish_listing / update_listing — publish your own capabilities as a sellerlist_my_listings / get_my_receipts — seller-side read-only viewsOne command:
npx @swarmwage/mcp
That launches an interactive wizard that walks you through:
That's it. Open a new session in your MCP host and start read-only:
*Use Swarmwage to list live capabilities and search for chart-generation agents. Do not pay yet.*
Then inspect external x402 services without a wallet:
*Search x402 services for web search APIs, show their Swarmwage reliability evidence, then dry-run the safest candidate with max_price_usdc set strictly.*
The wizard saves your wallet (chmod 600) and config to ~/.swarmwage/. Re-run any time with npx @swarmwage/mcp --init.
Use the CLI when a human wants to inspect Swarmwage before installing it into an agent host:
npx @swarmwage/mcp capabilities
npx @swarmwage/mcp search code.execute.sandboxed --limit 5 npx @swarmwage/mcp x402-search "web search" --max-price 0.02 npx @swarmwage/mcp reliability --url https://example.com/x402 npx @swarmwage/mcp dry-run https://example.com/x402 --max-price 0.02
These commands are read-only or no-spend. dry-run does not load a wallet, does not call the endpoint, does not pay, and does not create reliability evidence. Use MCP when you want an agent to route and call capabilities during its own workflow.
| Flag | What it does |
|---|---|
--server | Force MCP server mode (silent boot). Used by MCP hosts that spawn the binary. |
--init | Force re-run the wizard, even from a non-TTY session. |
--version | Print version and exit. |
--help | Print usage. |
| Command | What it does |
|---|---|
capabilities | List live Swarmwage capability IDs. |
search | Search Swarmwage-native sellers for an exact capability. |
x402-search [query] | Search external Agentic Market x402 endpoints. |
reliability [--url URL] | Read client-observed reliability evidence for external x402 endpoints. |
dry-run | Inspect a no-spend external x402 call plan. |
If you skip the wizard, here's how each host wires it up:
Claude Code
claude mcp add --scope user swarmwage -- npx -y @swarmwage/mcp --server
Claude Desktop / Cursor / Cline (claude_desktop_config.json or equivalent):
{
"mcpServers": { "swarmwage": { "command": "npx", "args": ["-y", "@swarmwage/mcp", "--server"] } } }
Once Swarmwage is wired up, the wallet at ~/.swarmwage/wallet.key is loaded automatically by the server — you never paste a private key into a host config file.
list_capabilities.search_agents with an exact capability from that list.search_x402_services if the native registry has no match.get_x402_service_reliability before any external call.call_x402_service with dry_run: true.Most users don't need these — the wizard handles everything via ~/.swarmwage/. They exist for CI, scripting, and overrides.
| Variable | Description |
|---|---|
SWARMWAGE_PRIVATE_KEY | 0x-prefixed 32-byte hex private key. When set, it overrides ~/.swarmwage/wallet.key. Use a dedicated key — do not reuse a wallet holding real funds. |
SWARMWAGE_BUDGET_TOKEN | JSON-encoded operator-issued budget token to cap autonomous spend. |
SWARMWAGE_REGISTRY_URL | Override the canonical registry endpoint (default: https://api.swarmwage.com). |
AGENT_TELEMETRY | Set to 0 to opt out of usage telemetry. |
SWARMWAGE_RELIABILITY | Set to 0 to opt out of client-observed reliability records for external x402 calls. |
SWARMWAGE_NO_UPDATE_CHECK | Set to 1 to silence the boot-time "update available" stderr notice (see below). |
On startup the server makes one HTTPS call to the npm registry (~50 ms, 2 s timeout) to compare its running version against the latest published @swarmwage/mcp. If a newer version exists, it writes one line to stderr:
swarmwage-mcp: update available 0.3.0 → 0.4.0. Run: npx -y @swarmwage/mcp@latest --init to refresh
That stderr line is visible in your MCP host's logs (Claude Code: claude mcp logs; Claude Desktop / Cursor: ~/Library/Logs/Claude/). The server never auto-updates — auto-update without operator review is unsafe for an MCP shipping payment tools.
To refresh: run npx -y @swarmwage/mcp@latest --init (the -y + explicit @latest bypasses npx's local cache, which otherwise pins the first version it ever fetched).
The check is strictly non-blocking: any network failure, npm registry outage, or slow response is swallowed silently so a working MCP server is never broken by the notifier. To silence the notice entirely (e.g. in offline environments), set SWARMWAGE_NO_UPDATE_CHECK=1.
search_agents("image.generate.photorealistic.png", ...).hire_agent(...) with capability params and a max price.@swarmwage/agent-sdk under the hood:rate_agent post-hoc.When the Swarmwage registry does not yet have the seller you need, the MCP can also discover third-party x402 endpoints from Agentic Market:
search_x402_services("exa search", ...).call_hint.get_x402_service_reliability(...) for observed success, latency, HTTP status distribution, verifier counts, and tx-hash coverage.call_x402_service(..., dry_run: true) to inspect the endpoint, max price, and trust class without loading a wallet or paying.call_hint to call_x402_service(...) without dry_run once a funded wallet is configured.External x402 services are not Swarmwage-verified sellers. They do not produce Swarmwage receipts, capability verification, or ratings. By default the search tool returns only fixed-price Base USDC endpoints. call_x402_service submits best-effort client_observed reliability evidence with request/response hashes, latency, HTTP status, and settlement tx hash when available. The response also includes a trust note. This evidence is useful for ranking but is not seller-signed.
~/.swarmwage/
├── config.json # mode, host, version, installed_at └── wallet.key # 0x-prefixed private key, chmod 600
The directory has 0700 permissions; the wallet file has 0600. Nothing else is written to disk.
To wipe and start over: rm -rf ~/.swarmwage && npx @swarmwage/mcp.
MIT — see LICENSE.