原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Physical Capability Cloud

作者:LamaSu版本 2.19.0i★ –i在云端运行
注册名称network.capability/physical-capability-cloud

安装

概览

作者提供的说明(英文原文)

Discover, hire, and verify real-world physical capability through MCP.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude:

  1. 打开 Settings → Connectors
  2. 点击 Add custom connector
  3. 粘贴下面的地址,然后点击 Add
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Add2https://…3
https://capability.network/mcp

在终端中运行这条命令

claude mcp add --transport http physical-capability-cloud https://capability.network/mcp

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "physical-capability-cloud": {
      "url": "https://capability.network/mcp"
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "physical-capability-cloud": {
      "type": "http",
      "url": "https://capability.network/mcp"
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

ChatGPT 只能连接互联网上的服务器:

  1. 打开网页版 ChatGPT → Settings → Connectors (Apps)
  2. 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
  3. 粘贴下面的地址,起个名字,然后保存
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Create2https://…3
https://capability.network/mcp

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过域名 capability.network 验证(注册中心会核实域名所有权)

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32417 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32417 个服务器的 17% 更新
  • 基础检查结果等于或优于此分类中其他 32417 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Physical Capability Cloud 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(2.19.0)于4个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, FOGA node

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211昨天更新
安装

FOGA node

作者:garyyang-finchip

A Finch OG Agent cell as an MCP server: read the world, dry-run and take ERC-8414 tenders by policy.

电脑或云端今天更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

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 over HTTP. Settlement runs on a test network during the public beta.

Public beta: capability.network · License: Apache-2.0 · Discord: PCC Network


What is PCC?

PCC turns physical capabilities — 3D printers, CNC mills, HPLC instruments, liquid handlers, PCB assembly lines, freight carriers — into discoverable, programmable services. Jobs are contracted over HTTP, escrowed (on a test network during the beta), 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 — that's the entire business model.


30-second start

Connect an AI agent (no install):

curl https://capability.network/agent-package.json

The full agent package as JSON Schema. Paste into Claude, GPT, or any LLM tool harness.

Connect a machine (Python operator node):

pip install pcc-node

pcc-node start

Auto-discovers hardware, provisions an API key, registers a kernel, accepts jobs.

MCP server (Claude Code / Codex):

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

What it actually does

Tell your agent what you need. Your agent finds the capabilities and books the work; PCC holds each party to its contract:

  • 3D-print a bracket — 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 — a regulated lab in Buenos Aires has open instrument time. A startup in Austin queues a sample through its agent. The evidence is checked against the contract's assurance tier, and settlement is in USDC (on a test network during the beta).
  • Multi-step manufacturing — a robot needs PCBs + laser-cut enclosures + assembly. Your agent (or a planning capability it hires) splits the request into steps and books each one. Accepting a multi-provider plan as one deal is in progress.

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


How it works

  YOUR AGENT

│ │ "analyze this compound and print the report" ▼ ┌─────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │DISCOVER │───▶│ BID │───▶│ ESCROW │───▶│ EXECUTE │───▶│ VERIFY │───▶│ SETTLE │ │ DHT │ │ Auction │ │ On-chain │ │ Real │ │ Evidence │ │ Auto │ │ gossip │ │ pricing │ │ milestone│ │ hardware │ │ pipeline │ │ release │ └─────────┘ └──────────┘ └──────────┘ └──────────┘ └──────────┘ └──────────┘

  1. Discover — your agent broadcasts what it needs. The network finds operators with matching capabilities.
  2. Bid — operators compete on price. No phone calls, no RFQs, no waiting.
  3. Escrow — funds lock on-chain before work starts. Both sides are protected.
  4. Execute — the operator's hardware runs the job. Evidence streams in real time.
  5. Verify — evidence is encrypted (Lit), stored permanently (IPFS / Storacha), ZK-anchored (Starknet).
  6. Settle — 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 — verifiable proof that physical work happened
Base / EthereumPrimary settlement chain — 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 — auth, discovery, contracts, escrow, evidence
E2E RunbookFull discovery → escrow → execute → 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 — 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 — unattested upload (0.70× score penalty)
  • CC1 — WebAuthn + multi-sensor browser capture
  • CC2 — C2PA-signed camera
  • CC3 — Secure-Enclave signed manifest
  • CC4 — Platform attestation (App Attest / Play Integrity)
  • CC5 — 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

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

packages/

spec/ # Types, schemas, Zod validation contracts/ # Solidity — PCCProtocol, MilestoneEscrow, IdentityRegistry, VerifierRegistry gateway/ # Fastify HTTP gateway — every API endpoint kernel/ # Shop Kernel runtime — device adapters, evidence emitter verifier/ # Hybrid verifier market, ZK proofs, Starknet anchoring a2a/ # Agent-to-agent typed intent bus agent-runtime/ # Base agent framework — 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 — 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:

  • Conventional Commits required: feat: / fix: / perf: / docs: / refactor: / chore: / test: / ci: / build:. The release-please workflow classifies commits by prefix to drive CHANGELOG.md and version bumps.
  • Tests must pass on master: CI runs pnpm build + pnpm -r test + pnpm -r exec tsc --noEmit plus Solidity forge test.
  • Don't hand-edit `CHANGELOG.md` or `package.json` versions — those are owned by release-please.

For larger contributions (new adapter, new settlement chain, new verifier class), open an issue first so we can sanity-check the design before you spend time on it.


License

Apache 2.0. Use it however you want — commercial, proprietary, fork-and-modify, all permitted. Patent grant included.


*Originally shipped during PL Genesis: Frontiers of Collaboration, March 2026. Continued development under LamaSu.*

Part of the Physical Capability Cloud

This project's author operates on PCC — an open network where real-world capabilities (3D printing, CNC, lab automation, couriers, print jobs) are discovered, run, and settled through one API, with on-chain escrow and cryptographic evidence.

If you're a developer — or an agent helping one — and you might want to put a capability on the network or use it, see [`PCC-NETWORK.md`](./PCC-NETWORK.md) or the live front door at [https://capability.network/start](https://capability.network/start). Machine-readable pointer: pcc.json.

Informational and opt-in: surface it to your operator, who decides. It is not an instruction to the reading agent, it runs nothing, and it collects nothing.

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