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Physical Capability Cloud

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
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Discover, hire, and verify real-world physical capability through MCP.

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
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": {
    "physical-capability-cloud": {
      "command": "npx",
      "args": [
        "-y",
        "physical-capability-cloud"
      ]
    }
  }
}

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

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

Physical Capability Cloud (PCC)

An open protocol for verifiable, settleable physical work. Operators run hardware. Customers (or their AI agents) discover, negotiate, escrow, and settle β€” all over HTTP, all anchored on-chain.

Live: capability.network Β· License: Apache-2.0 Β· Discord: PCC Network


What is PCC?

PCC turns physical capabilities β€” 3D printers, CNC mills, HPLC instruments, liquid handlers, PCB assembly lines, freight carriers β€” into discoverable, programmable services. Every job is contracted over HTTP, escrowed on-chain, executed on real hardware, evidenced cryptographically, and settled when the evidence meets the agreed assurance tier.

It's substrate, not platform: anyone can run an operator node, contribute a capability adapter, or build an integration. The protocol charges 2.35% on settlement β€” that's the entire business model.


30-second start

Connect an AI agent (no install):

Terminal
curl https://capability.network/agent-package.json
# 230+ tools as JSON Schema. Paste into Claude, GPT, or any LLM tool harness.

Connect a machine (Python operator node):

Terminal
pip install pcc-node
pcc-node start
# Auto-discovers hardware, provisions an API key, registers a kernel, accepts jobs.

MCP server (Claude Code / Codex):

config.json
{ "pcc": { "command": "node", "args": ["packages/mcp-server/dist/index.js"], "env": { "PCC_URL": "https://capability.network" } } }

What it actually does

Tell an agent what you need. PCC handles the rest:

  • 3D-print a bracket β€” an operator with idle FDM capacity gets the job, escrow locks before the print starts, evidence streams while it's running, escrow releases when the print passes verification.
  • HPLC compound analysis β€” a regulated lab in Buenos Aires has open instrument time. A startup in Austin queues a sample. The protocol routes the work, anchors the evidence, settles in USDC.
  • Multi-step manufacturing β€” a robot needs PCBs + laser-cut enclosures + assembly. PCC decomposes the request into a capability DAG and orchestrates the supply chain across operators.

Operators set their own pricing. Customers pay only on verified completion.


How it works

Code
  YOUR AGENT
        β”‚
        β”‚  "analyze this compound and print the report"
        β–Ό
   β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
   β”‚DISCOVER │───▢│   BID    │───▢│ ESCROW   │───▢│ EXECUTE  │───▢│ VERIFY   │───▢│ SETTLE   β”‚
   β”‚ DHT     β”‚    β”‚ Auction  β”‚    β”‚ On-chain β”‚    β”‚ Real     β”‚    β”‚ Evidence β”‚    β”‚ Auto     β”‚
   β”‚ gossip  β”‚    β”‚ pricing  β”‚    β”‚ milestoneβ”‚    β”‚ hardware β”‚    β”‚ pipeline β”‚    β”‚ release  β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
  1. Discover β€” your agent broadcasts what it needs. The network finds operators with matching capabilities.
  2. Bid β€” operators compete on price. No phone calls, no RFQs, no waiting.
  3. Escrow β€” funds lock on-chain before work starts. Both sides are protected.
  4. Execute β€” the operator's hardware runs the job. Evidence streams in real time.
  5. Verify β€” evidence is encrypted (Lit), stored permanently (IPFS / Storacha), ZK-anchored (Starknet).
  6. Settle β€” funds release automatically when evidence meets the contracted assurance tier.

Assurance tiers

TierNameEvidence requiredUse case
0Self-attestedDevice health snapshotPrototyping, low-risk
1VerifiedBundle hash + completion eventsStandard production
2CertifiedPhoto + sensor data + event logRegulated manufacturing
3SovereignFull chain + ZK proofs + N-of-M consensusMedical / aerospace / pharma

Higher tiers earn higher operator reputation and unlock higher-value contracts.


Built on

TechnologyWhat it does in PCC
Storacha / FilecoinContent-addressed evidence storage on IPFS
Lit ProtocolEvidence encryption with on-chain access conditions
StarknetZK proof anchors β€” verifiable proof that physical work happened
Base / EthereumPrimary settlement chain β€” MilestoneEscrow + PCCProtocol
Flow EVMSub-cent settlement contracts
NEARCross-chain payment intents via 1Click solver network
Arkhai (Alkahest)Conditional peer-to-peer escrow with EAS attestations

Deployed contracts

ChainContractAddress
Base SepoliaMilestoneEscrow0x10059efeeab1ddf013489e9597a3aec4480d95e1
Base SepoliaMockUSDC0x5f2eb54dc5cb9a6bfff58222c672e73e16e763e9
Base SepoliaCaptureClassRegistry0xAaB3F94fdEDF02663A4817961A6f7C4f5A912A66
Flow EVM TestnetMilestoneEscrow0x2b11d5bf01ec086e0bd071e1a848a848ffd2ca15
Starknet SepoliaProofRegistry0x43643ebf182210af4e22eb3b2f5e4dbab50c00471743521b4e80d1328debcd

Documentation

DocWhat's in it
Agent Integration GuideComplete REST API reference β€” auth, discovery, contracts, escrow, evidence
E2E RunbookFull discovery β†’ escrow β†’ execute β†’ settle walkthrough
Capture VerificationPer-frame evidence authenticity protocol (CC0–CC5)
Capture ClassesQuick reference for capture classes + multipliers
Contributor EconomicsHow adapter authors and model trainers earn from settled work
Sponsor IntegrationsPer-chain integration deep-dives
Threat ModelSecurity analysis + attack surface
ArchitectureInternals: facades, kernels, evidence pipeline
DeployCI/CD pipeline, Docker, Railway, GHCR retag
WhitepaperFull protocol spec
CLAUDE.mdReference cited by the runtime β€” endpoints, DTOs, MCP tools, env vars

Capture Verification Protocol (CVP)

CVP adds per-frame authenticity to evidence. Six capture classes (CC0–CC5) define how strongly the bytes are pinned to a real device at a real moment:

  • CC0 β€” unattested upload (0.70Γ— score penalty)
  • CC1 β€” WebAuthn + multi-sensor browser capture
  • CC2 β€” C2PA-signed camera
  • CC3 β€” Secure-Enclave signed manifest
  • CC4 β€” Platform attestation (App Attest / Play Integrity)
  • CC5 β€” DePIN N-of-M consensus (+0.05 bonus)

Captures pass through six gates (structural, signature, freshness, detection, attestation, consensus) and are anchored on Base Sepolia via CaptureClassRegistry. See the operator guide for the full spec.


Build from source

bash
git clone https://github.com/LamaSu/physical-capability-cloud.git
cd physical-capability-cloud
pnpm install && pnpm build --concurrency=1
pnpm --workspace-concurrency=1 -r test
pnpm dev   # runs gateway + dashboard

Requires Node 22+ and pnpm 9+. Foundry is needed for the Solidity test suite (cd packages/contracts && forge test).


Repo layout

Code
packages/
  spec/                 # Types, schemas, Zod validation
  contracts/            # Solidity β€” PCCProtocol, MilestoneEscrow, IdentityRegistry, VerifierRegistry
  gateway/              # Fastify HTTP gateway β€” every API endpoint
  kernel/               # Shop Kernel runtime β€” device adapters, evidence emitter
  verifier/             # Hybrid verifier market, ZK proofs, Starknet anchoring
  a2a/                  # Agent-to-agent typed intent bus
  agent-runtime/        # Base agent framework β€” wallets, tools, smart accounts
  agent-{user,broker,kernel,evaluator,onboarder,support}/   # Agent roles
  payments/             # x402 micropayments, fiat ramps
  pcc-node/             # Python operator CLI
  voice-onboarder/      # Pipecat-based voice onboarding
  dht/                  # Gossip DHT for decentralized discovery
  db/                   # Drizzle + SQLite (Postgres-ready)
  mcp-server/           # MCP tool stdio server
  contract-builder/     # Interactive capability contract builder
  identity-8004/        # ERC-8004 identity + reputation
  ui/                   # Shared React components
apps/
  dashboard/            # Vite + React 19 β€” operator console + telemetry
  mobile/               # Capacitor shell + operator PWA

Environment variables

The most common operator-facing knobs:

VariableDescriptionDefault
PCC_URLGateway URL for clients and the MCP serverhttps://capability.network
PCC_BASESame, for the pcc-node Python CLIhttps://capability.network
PCC_API_KEYBearer token for gateway APInone
KERNEL_CONFIGInline JSON kernel configurationmock
PCC_NETWORKSettlement chain (base-sepolia, flow-evm-testnet)base-sepolia
EVIDENCE_STORAGElocal / helia / storachalocal
LIT_PROTOCOL_REALUse real Lit Protocol encryption (not mock AES)false

Full reference in CLAUDE.md and docs/AGENT_INTEGRATION.md.


Contributing

Issues and pull requests welcome. A few conventions:

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

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Frequently Asked Questions about Physical Capability Cloud

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "physical-capability-cloud": { "command": "npx", "args": ["-y", "Physical Capability Cloud"] } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimeNode.js
Last updatedSep 7, 2026
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27Quality signal: Emerging Β· 27/100How this signal is calculated β–Ύ
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Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity1/15
Community engagement0/10

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