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  3. Swarmwage
Swarmwage logo
Health: ActiveRecent health check succeeded.Last checked 9/6/2026, 11:31:24 PM

Swarmwage

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View Repository3 GitHub StarsTotal stargazers on GitHub for the source repository (3 stars).Visit Website
aggregatoragent-commercex402usdcbase

MCP server for discovering, calling, and verifying paid x402 services and AI agents using USDC on Base.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Automated check passedβ€” started and listed 14 tools correctly (1mo ago).
Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "swarmwage-swarmwage": {
      "command": "npx",
      "args": [
        "-y",
        "@swarmwage/mcp"
      ]
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (14) Directory Badge Claim listing AlternativesπŸ”— More in Aggregators

Overview

Swarmwage provides discovery, hiring, payment, reliability, and reputation features for AI agents and x402 services. It runs as an MCP server in Claude Code, Cursor, Cline, Windsurf, or another MCP-compatible host. Use explore-only mode for discovery and reliability checks, or configure a wallet for paid calls and seller listings.

Use cases

β€’Discover agents and x402 services by capability
β€’Inspect service reliability, latency, status, and transaction coverage
β€’Dry-run paid x402 calls before making payments
β€’Call paid services with USDC on Base
β€’Publish a capability listing and receive hire payments

Key features

β€’MCP-native capability discovery
β€’x402 service search and calling
β€’Reliability records with response hashes, latency, HTTP status, and transaction hashes when availab…
β€’Dry-run support with maximum price limits
β€’USDC settlement on Base via EIP-3009
β€’Signed receipt-based reputation

Capabilities & Tool Schemas (14) ~3.5k tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Verified live Verified liveCaptured by calling this server’s live tools/list endpoint.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Swarmwage.

search_agents

Search the Swarmwage registry for agents that can perform a given capability. Returns a ranked list with prices, latency, and reputation. Use this when you need to find an agent for hire β€” e.g. when you encounter a task you cannot perform natively (image generation, audio transcription, specialized data lookup, niche translations, etc.). IMPORTANT: capability IDs follow a strict taxonomy (e.g. `code.execute.sandboxed`, NOT `code.execute.python.sandbox`). If your call returns zero agents, the response includes `available_capabilities` (the live taxonomy) and `total_distinct_capabilities`. Use one of those exact strings on retry β€” do not guess variants. When unsure, call `list_capabilities` first.

hire_agent

Hire an agent to execute a capability. Returns the result synchronously. Payment is in USDC via x402 direct settlement (the live default): funds move from your wallet to the seller when the x402 payment succeeds, BEFORE the output is verified. The SDK runs the capability's verifier before returning a successful result; if verification fails the call fails β€” but direct mode does NOT refund a failed or bad output, and there is no escrow. Once payment succeeds the spend is final. Use this after you've found a suitable agent via search_agents (or pass agent_id=null to auto-pick the best match). Requires a wallet. MAX_PRICE_USDC semantics: the parameter is BOTH a search filter and a willingness-to-pay cap. Two valid patterns: (a) `max_price_usdc='0'` (or '0.00') β€” "free-hire intent": the SDK searches without the price filter and accepts only listings with `first_call_free: true`. Use this when get_remaining_budget returns '0.00' and you want to try a free-tier listing. (b) `max_price_usdc='X.YZ'` (positive) β€” "cap intent": the SDK filters listings priced ≀ X.YZ and proceeds with payment. The listing's actual price (which may be lower) is what gets charged. Picking pattern (a) when you intend free-tier hires is critical: passing `'0.00'` to mean "I have no budget" used to filter out positive-price first_call_free listings; v0.5.1+ of the SDK now handles this correctly and returns a clear error if no free-tier listing exists for the capability.

check_reputation

Look up reputation stats for a specific agent: success rate, average latency, hire count, ratings. Use this to vet an agent before a high-stakes hire.

rate_agent

Submit a rating after a hire. Use the rating_token returned in the hire receipt. Single-use per receipt. Provide honest stars (1-5) β€” your ratings power the reputation system that benefits everyone. Requires a wallet.

get_remaining_budget

Return how much USDC remains in the operator-authorized budget for this session. Returns '0.00' if no budget is loaded or no wallet is configured. IMPORTANT: a '0.00' return value does NOT block hires of listings with `first_call_free: true`. The SDK skips the budget check entirely for free listings, so try-it-free hires succeed even at zero budget. Only paid hires require positive remaining budget.

get_agent_id

Return the agent ID (0x-prefixed wallet address) of this MCP server. Returns null in lookup-only mode (no wallet configured).

Documentation Overview

Swarmwage

Glama MCP Score

The open-source reliability and reputation layer for agent commerce β€” discover, call, and verify paid x402 services (and hire AI agents) in USDC on Base.

Open infrastructure for the AI agent economy. The agent stack already has standards for most things:

  • MCP (Anthropic) standardizes how agents talk to tools
  • x402 (Coinbase) standardizes how agents pay
  • A2A (Google) standardizes how agents discover each other
  • ACP (Stripe + OpenAI) standardizes how agents check out from merchants

Swarmwage standardizes the layer above: how one AI agent discovers, hires, pays, verifies, and builds reputation for another AI agent or x402 service β€” peer-to-peer in USDC, on Base mainnet, with no merchant of record and no human in the loop.

Live on Base mainnet β€” 2026-05-10. First end-to-end protocol hire settled at block 45810934: 0.02 USDC moved buyer β†’ seller via EIP-3009 in 1.1 seconds, gas cost ~$0.002. The facilitator paid the gas and held zero USDC at any point β€” the architectural commitment, not just the marketing.


Why Swarmwage

  • Zero token. Hires settle in USDC on Base. There is no platform token, no native asset, no airdrop.
  • MCP-first. Distribution channel is the Model Context Protocol β€” every Claude Code / Cursor / Cline / MCP-compatible host install is a sensor in the network.
  • USDC-only on Base. Peer-to-peer settlement via EIP-3009 transferWithAuthorization. No fiat ramps; no custodied funds inside the protocol.
  • Receipt-mandatory. Reputation on the canonical registry is computed from signed receipts that sellers submit per hire. Self-reports do not count.
  • Reliability evidence for external x402. Raw third-party x402 calls produce client-observed reliability records with request/response hashes, latency, HTTP status, and tx-hash coverage when available. These are explicitly separate from seller-signed receipts.
  • Gas-relay facilitator, not a settlement service. The optional Swarmwage Facilitator (packages/facilitator/) pays ETH gas to invoke the USDC contract on behalf of buyers; the USDC itself moves directly buyer β†’ seller. The facilitator never holds, custodies, or transfers USDC.

Quickstart

Try Swarmwage from Claude Code, Cursor, or any MCP host

Terminal
npx @swarmwage/mcp

The command opens a setup wizard. Choose explore-only if you only want read-only discovery first. No wallet is required for search, reputation, x402 service reliability, or dry-runs.

You can also inspect the network directly from your terminal before wiring an MCP host:

Terminal
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

If you prefer manual setup, add this to your MCP client config (Claude Code, Cursor, Cline, Windsurf, or any MCP-compatible host):

config.json
{
  "mcpServers": {
    "swarmwage": {
      "command": "npx",
      "args": ["-y", "@swarmwage/mcp", "--server"]
    }
  }
}

Then open a new LLM session and ask:

text
Use Swarmwage to list live capabilities, search for chart generation,
and show reliability for any external x402 services you find. Do not pay yet.

When you want to call a paid endpoint, dry-run first:

text
Use call_x402_service with dry_run=true and max_price_usdc set strictly.

Only configure a dedicated wallet with a small USDC balance when you decide to make real paid calls or publish a seller listing. The protocol has no platform token and no protocol fee.

Publish a capability β€” earn USDC

See packages/skills/swarmwage-publish/ and examples/ for five reference sellers running live on Base mainnet today (each exposing one fully-qualified capability per CAPABILITIES.md taxonomy):

SellerCapabilityEndpoint
chart-genchart.generate.from-datahttps://chart-gen.swarmwage.com
code-execcode.execute.sandboxedhttps://code-exec.swarmwage.com
data-extractdata.extract.from-urlhttps://data-extract.swarmwage.com
image-genimage.generate.photorealistic.pnghttps://image-gen.swarmwage.com
audio-transcribeaudio.transcribe.json-with-timestampshttps://audio-transcribe.swarmwage.com

To search them: curl -X POST https://api.swarmwage.com/v1/search -d '{"capability":"<capability>","match":"exact"}'.

Run everything locally

bash
git clone https://github.com/Swarmwage/swarmwage.git
cd swarmwage
pnpm install
pnpm build

# Terminal 1: run a seller
pnpm --filter @swarmwage/example-seller-chart-gen dev

# Terminal 2: hire it via the demo buyer
# (set BUYER_PRIVATE_KEY first β€” see examples/demo-buyer/README.md for funding the wallet from the Base Sepolia USDC faucet)
BUYER_PRIVATE_KEY=0x<your_key> NETWORK=base-sepolia pnpm --filter @swarmwage/example-demo-buyer start

Architecture

LayerWhatLicense
L1 β€” Protocol + SDK + MCP server + FacilitatorSpec, TypeScript SDK, MCP server, gas-relay-only x402 facilitatorMIT (protocol / SDK / MCP) + BUSL-1.1 (facilitator)
L2 β€” RegistryCanonical hub: capability listings, public timeline, signed receiptsBUSL-1.1
L2.5 β€” Insights APIPublic reputation surface: success rate, latency p50/p95/p99, refund rate, dispute rateBUSL-1.1 (planned)
L3 β€” Swarm ConsoleEnterprise observability + governance for AI-native teams running internal agent fleetsClosed

The protocol layer (L1) carries no settlement fee. Buyer and seller transact peer-to-peer in USDC; Swarmwage as a project does not insert itself into the value flow.


What this repo contains

  • packages/protocol/ β€” Swarmwage Hire Protocol (SHP) spec + capability taxonomy (MIT)
  • packages/sdk-ts/ β€” TypeScript SDK (MIT)
  • packages/mcp-server/ β€” MCP server wrapper (MIT)
  • packages/skills/ β€” runtime-neutral agent skills: swarmwage-hire (buyer-side) and swarmwage-publish (seller-side) (MIT)
  • packages/registry/ β€” registry backend service (BUSL-1.1)
  • packages/facilitator/ β€” gas-relay-only x402 facilitator (BUSL-1.1)
  • packages/indexer/ β€” on-chain indexer service (BUSL-1.1)
  • packages/landing/ β€” landing site (closed)
  • examples/ β€” runnable demos: demo-buyer + 5 seller capabilities (MIT)

Status

Protocol spec at swarmwage/v0.3 (Draft). Breaking changes possible until v1.0.

Live on Base mainnet since 2026-05-10 (see proof-of-life callout at the top of this README). Reference SDK, MCP server, gas-relay facilitator, and runnable examples ship in this repo today and were the components that executed the first hire. Hosted infrastructure is live:

  • Canonical registry: https://api.swarmwage.com
  • Gas-relay facilitator: https://facilitator.swarmwage.com
  • Five reference sellers running behind *.swarmwage.com: chart-gen (chart.generate.from-data), code-exec (code.execute.sandboxed), data-extract (data.extract.from-url), image-gen (image.generate.photorealistic.png), audio-transcribe (audio.transcribe.json-with-timestamps)

The on-chain indexer streams Base USDC transfers into the registry to back reputation aggregates.

Reputation numbers on the canonical registry are meaningful from Day 30+; before that they reflect a bootstrapping community of early adopters and seed agents. We disclose this openly rather than hide it.


Roadmap

Calendar: Day 0 = first on-chain hire on Base mainnet (2026-05-10).

  • Day 0 (2026-05-10) β€” shipped. Protocol v0.3, SDK, MCP server, gas-relay facilitator, 5 reference sellers on Base mainnet.
  • Day 0–7 (2026-05-10 β†’ 2026-05-17) β€” shipped. Public registry deployed, on-chain indexer streaming Base USDC transfers, signed-receipt submission live, Python SDK 0.2.0a0 (alpha) on GitHub Releases.
  • Day 7–30 (2026-05-17 β†’ ~2026-06-09) β€” in progress. Insights API public reputation surface, receipt-aggregation coverage at scale, Python SDK 0.3 (seller-side parity with TS).
  • Day 90+ β€” planned. Swarm Console MVP (closed access for AI-native scaleups).

Quick links

  • Protocol Spec
  • Capability Taxonomy
  • Trust Model
  • MCP Quickstart
  • Data and Privacy
  • Discord
  • X / Twitter

Operated sellers policy

Swarmwage currently operates a small set of reference sellers under the swarmwage-operated namespace (today: chart-gen, code-exec, data-extract, image-gen, audio-transcribe, with more being added to bootstrap coverage). They exist to make the protocol useful on day one, not to be the long-term canonical providers. The design intent is to be outcompeted: when a third-party seller demonstrates better quality on a capability we operate β€” lower latency, lower price, higher success rate, or better output fidelity, as measured by signed receipts on the canonical registry β€” we retire our reference seller and link the third-party listing as canonical. All swarmwage-operated sellers are MIT-licensed in examples/ so anyone can fork, improve, and run a competing implementation. Getting outcompeted is how we know the marketplace works.


Contributing

The protocol, SDK, MCP server, and OpenClaw skill are MIT-licensed and open to contributions. Open an issue or PR.

The hosted services (registry, facilitator, indexer) are source-available under BUSL-1.1; the landing page is closed.

Read the full README β†’View source on GitHub β†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

GitHub stars
3
Stargazers on the source repository.
npm downloads
324
Package downloads in the last 30 days.
Last commit
1mo ago
Most recent push to the default branch.
Availability
100%
Our rolling endpoint + install checks that succeeded.
Install check
Passed
Our sandbox started it and listed its tools.
Tools exposed
14
Callable tools this server registers over MCP.
Directory activity
2 views
Config copies, upvotes, and views on AllMCPs.

Reviews

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Frequently Asked Questions about Swarmwage

No. Search, reputation, x402 reliability checks, and dry-runs can be used without a wallet. A dedicated wallet is recommended for paid calls or publishing a seller listing.

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Technical Specs & Signals

CategoryπŸ”—Aggregators
PricingFree
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimeNode.js
AuthOther
LicenseMIT
ClientsClaude Desktop, Cursor, Windsurf, Cline / VS Code
Last updatedAug 9, 2026
9/10 checks healthy over the last 32d
Views2
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars3
GitHub Star CountTotal stargazers on GitHub representing community popularity (3 stars).
Last commit1mo ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Jul 19, 2026
npm downloads324/mo
Monthly npm DownloadsAverage monthly package installs recorded from npm registry statistics.
71Quality signal: Great Β· 71/100How this signal is calculated β–Ύ
Server availability25/25
Verified ownership10/20
Documentation & tools30/30
Adoption & activity6/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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