lucid-fdn/lucid-ai-sdkPublic

Lucid SDK

AI summary: The foundational TypeScript SDK and MCP server for easily orchestrating the complex LucidLayer AI decentralized compute network.

Stars
120
Forks
0
Watchers
1
Open issues
0
Open PRs
0
Contributors
~6
Commits
26
Branches
2

TypeScriptMITCreated Jan 28, 2026Last push 5mo agoLatest release typescript/v0.6.2

Quick answers

What is lucid-ai-sdk?
The foundational TypeScript SDK and MCP server for easily orchestrating the complex LucidLayer AI decentralized compute network.
What does lucid-ai-sdk do?
This repository is the absolutely foundational SDK deeply providing the essential programmatic interface for the LucidLayer API, easily facilitating highly complex interactions with a massively decentralized AI compute network. The incredibly robust TypeScript client library heavily allows developers to highly programmatically create complex model passports, effectively manage deep cryptographic epochs, and seamlessly handle massive compute matching and payouts. It entirely abstracts the intensely complex underlying cryptography and deep policy evaluation heavily required to perfectly match specific AI models with highly appropriate hardware requirements across the massive network. Furthermore, it deeply includes a fully functional Model Context Protocol server, directly allowing external AI agents to entirely natively interface with the vast Lucid ecosystem.
Who is lucid-ai-sdk for?
This robust SDK is explicitly designed for expert web3 developers, advanced AI engineers, and massive node operators deeply building applications on top of the LucidLayer network.
How do I get started with lucid-ai-sdk?
npm install raijin-labs-lucid-ai
How popular is lucid-ai-sdk on GitHub?
lucid-fdn/lucid-ai-sdk has 120 stars and 0 forks on GitHub.
What license does lucid-ai-sdk use?
lucid-fdn/lucid-ai-sdk is released under the MIT license.

Star history

since Jul 29, 2026
050100Jul 2026Aug 2026Sep 2026Oct 2026
120 stars as of Oct 2, 2026. Measured daily since Jul 29, 2026; GitHub no longer exposes earlier star timestamps.

Update history

1 recorded
  • Oct 4, 2026Previously tracked as raijinlabs/lucid-ai-sdk; its 1 daily snapshot and 1 trending appearance were merged into this profile. Stars: 124 on 2026-07-29 under the old name, 120 on 2026-10-02 (-4).

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24 commits in the last yearLessMore

Signals and awards

derived from tracked data
  • Permissive license

    MIT

  • Continuous integration

    Automated checks passing

What lucid-ai-sdk does

This repository is the absolutely foundational SDK deeply providing the essential programmatic interface for the LucidLayer API, easily facilitating highly complex interactions with a massively decentralized AI compute network. The incredibly robust TypeScript client library heavily allows developers to highly programmatically create complex model passports, effectively manage deep cryptographic epochs, and seamlessly handle massive compute matching and payouts. It entirely abstracts the intensely complex underlying cryptography and deep policy evaluation heavily required to perfectly match specific AI models with highly appropriate hardware requirements across the massive network. Furthermore, it deeply includes a fully functional Model Context Protocol server, directly allowing external AI agents to entirely natively interface with the vast Lucid ecosystem.

This robust SDK is explicitly designed for expert web3 developers, advanced AI engineers, and massive node operators deeply building applications on top of the LucidLayer network.

  • Model Passports: Seamlessly create highly immutable, deeply cryptographic records tightly tying massive model weights to owner wallets and specific hardware requirements.
  • Compute Matching Engine: Deeply evaluate incredibly complex local hardware specs entirely against strictly defined metadata policies to securely guarantee inference jobs.
  • Bundled MCP Server: Massively allows external AI agents like Claude or Cursor to totally directly query and deeply orchestrate complex LucidLayer operations.
  • Typed API Client: Expertly provides a fully, deeply type-safe robust TypeScript wrapper directly around the intensely complex Lucid massive REST architecture.
  • Payout Management: Greatly simplifies the heavily programmatic retrieval and deep cryptographic verification of complex network receipts and massive crypto payouts.

Where teams use it

Decentralized Inference

Developers rapidly writing complex scripts to entirely automatically register their highly fine-tuned LLMs natively on the network to consistently earn massive compute bounties.

Resource Allocation

Deeply evaluating massive complex policy matches to perfectly ensure a client's highly expensive 24GB VRAM GPU is exclusively assigned entirely compatible tasks.

Agentic Orchestration

Seamlessly connecting the highly integrated MCP server directly to a local LLM so the highly capable agent can autonomously manage the user's massive Lucid nodes.

System Monitoring

Rapidly building incredibly complex custom dashboards that consistently ping the deep SDK's health endpoints and actively track massive epoch progression in real-time.

Getting started: npm install raijin-labs-lucid-ai

README

main branch

Lucid AI SDK

GitHub

Official SDK and MCP server for the LucidLayer API by Raijin Labs.

Packages

Package Description Version
raijin-labs-lucid-ai TypeScript SDK client library 0.4.1
raijinlabs-mcp MCP (Model Context Protocol) server 0.2.2

TypeScript SDK

The SDK provides a typed client for the LucidLayer API, covering passports, receipts, epochs, compute matching, payouts, and AI agent orchestration.

Install

npm install raijin-labs-lucid-ai

Quick Start

import { RaijinLabsLucidAi } from "raijin-labs-lucid-ai";

const sdk = new RaijinLabsLucidAi({
  serverURL: "https://api.lucid.foundation",
});

// Check system health
const health = await sdk.health.checkSystemHealth();
console.log("Status:", health.status);

// Create a model passport
const passport = await sdk.passports.create({
  type: "model",
  owner: "YOUR_WALLET_ADDRESS",
  name: "my-model",
  version: "1.0.0",
  tags: ["nlp", "inference"],
  metadata: {
    schema_version: "1.0",
    model_passport_id: "mdl-my-model",
    format: "gguf",
    runtime_recommended: "vllm",
    requirements: { min_vram_gb: 24 },
  },
});
console.log("Passport ID:", passport.passportId);

Match Compute to a Model

// Evaluate a policy against compute and model metadata
const match = await sdk.match.explain({
  policy: {
    policyVersion: "1.0",
    allowRegions: ["us-east-1"],
    latency: { p95MsBudget: 3000, hardTimeoutMs: 10000 },
    cost: { maxPricePer1kTokensUsd: 0.05 },
    privacy: { storeInputs: false, redactPii: true },
  },
  computeMeta: {
    schema_version: "1.0",
    compute_passport_id: "cmp-my-node",
    provider_type: "cloud",
    regions: ["us-east-1"],
    hardware: { gpu: "NVIDIA-A100-80GB", vram_gb: 80 },
    runtimes: [{ name: "vllm", version: "0.4.0", image: "vllm/vllm:0.4.0" }],
    endpoints: { inference_url: "http://localhost:8080/v1" },
  },
  modelMeta: {
    schema_version: "1.0",
    model_passport_id: "mdl-my-model",
    format: "gguf",
    runtime_recommended: "vllm",
    requirements: { min_vram_gb: 24 },
  },
});
console.log("Allowed:", match.allowed, "Reasons:", match.reasons);

Create Receipts and Verify Proofs

// Create an inference receipt
const receipt = await sdk.receipts.create({
  modelPassportId: "mdl-my-model",
  computePassportId: "cmp-my-node",
  policyHash: match.policyHash,
  runtime: "vllm",
  tokensIn: 128,
  tokensOut: 256,
  ttftMs: 120,
  totalLatencyMs: 850,
});
console.log("Receipt ID:", receipt.receipt.runId);

// Verify the receipt with inclusion proof
const verification = await sdk.receipts.verify({
  receiptId: receipt.receipt.runId,
});
console.log("Valid:", verification.isValid);

Agent MMR (Proof of Contribution)

// Initialize an agent and process contribution vectors
await sdk.agents.initAgent({ agentId: "my-agent" });

await sdk.agents.processAgentEpoch({
  agentId: "my-agent",
  epochNumber: 1,
  vectors: [
    "Inference completed with 256 tokens",
    "Model loaded in 1.2 seconds",
  ],
});

// Generate a cryptographic proof for a specific contribution
const proof = await sdk.agents.generateAgentProof({
  agentId: "my-agent",
  epochNumber: 1,
  vectorText: "Inference completed with 256 tokens",
});
console.log("Proof:", proof);

See typescript/README.md for the full API reference, and typescript/examples/ for a complete walkthrough.

MCP Server

The MCP server exposes all LucidLayer API operations as tools for AI assistants (Claude, Cursor, VS Code, etc.).

Claude Code

claude mcp add raijinlabs-mcp npx raijinlabs-mcp start --

Claude Desktop / Cursor / VS Code

Add to your MCP configuration:

{
  "mcpServers": {
    "RaijinlabsMcp": {
      "command": "npx",
      "args": ["raijinlabs-mcp", "start"]
    }
  }
}

Available Tools

Once connected, your AI assistant gains access to tools for:

  • Passports - Create, list, update, and search model/compute/tool/dataset/agent passports
  • Match - Evaluate policies and match compute nodes to models
  • Receipts - Create inference receipts, verify proofs, inspect the MMR
  • Epochs - Manage on-chain anchoring epochs
  • Payouts - Calculate and verify payout splits
  • Agents - Initialize agents, process epochs, generate proofs of contribution
  • Health - Check system, database, Redis, and service health

See mcp/README.md for full setup instructions across all supported clients.

Development

Both packages are generated from the shared openapi.yaml spec using Speakeasy.

Building

# SDK
cd typescript && npm install && npm run build

# MCP server
cd mcp && npm install && npm run build

License

MIT

View on GitHub

Recent activity

commits and pull requests

Releases and announcements

1 total
  1. # Generated by Speakeasy CLI ## 2026-05-02 00:46:24 ### Changes Based on: - OpenAPI Doc - Speakeasy CLI 1.761.11 (2.881.17) https://github.com/speakeasy-api/speakeasy ### Generated - [typescript v0.6.2] typescript ### Releases - [NPM v0.6.2] https://www.npmjs.com/package/raijin-labs-lucid-ai/v/0.6.2 - typescript

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When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 — 0 commitsSun 1:00 — 0 commitsSun 2:00 — 0 commitsSun 3:00 — 0 commitsSun 4:00 — 0 commitsSun 5:00 — 0 commitsSun 6:00 — 0 commitsSun 7:00 — 0 commitsSun 8:00 — 0 commitsSun 9:00 — 0 commitsSun 10:00 — 0 commitsSun 11:00 — 0 commitsSun 12:00 — 0 commitsSun 13:00 — 0 commitsSun 14:00 — 0 commitsSun 15:00 — 0 commitsSun 16:00 — 0 commitsSun 17:00 — 0 commitsSun 18:00 — 0 commitsSun 19:00 — 0 commitsSun 20:00 — 0 commitsSun 21:00 — 0 commitsSun 22:00 — 0 commitsSun 23:00 — 0 commitsMon 0:00 — 0 commitsMon 1:00 — 0 commitsMon 2:00 — 0 commitsMon 3:00 — 0 commitsMon 4:00 — 0 commitsMon 5:00 — 0 commitsMon 6:00 — 0 commitsMon 7:00 — 0 commitsMon 8:00 — 0 commitsMon 9:00 — 0 commitsMon 10:00 — 0 commitsMon 11:00 — 0 commitsMon 12:00 — 0 commitsMon 13:00 — 0 commitsMon 14:00 — 0 commitsMon 15:00 — 0 commitsMon 16:00 — 0 commitsMon 17:00 — 0 commitsMon 18:00 — 0 commitsMon 19:00 — 2 commitsMon 20:00 — 1 commitsMon 21:00 — 0 commitsMon 22:00 — 0 commitsMon 23:00 — 0 commitsTue 0:00 — 1 commitsTue 1:00 — 0 commitsTue 2:00 — 0 commitsTue 3:00 — 0 commitsTue 4:00 — 0 commitsTue 5:00 — 0 commitsTue 6:00 — 0 commitsTue 7:00 — 0 commitsTue 8:00 — 0 commitsTue 9:00 — 0 commitsTue 10:00 — 0 commitsTue 11:00 — 0 commitsTue 12:00 — 0 commitsTue 13:00 — 0 commitsTue 14:00 — 5 commitsTue 15:00 — 0 commitsTue 16:00 — 0 commitsTue 17:00 — 0 commitsTue 18:00 — 0 commitsTue 19:00 — 0 commitsTue 20:00 — 0 commitsTue 21:00 — 0 commitsTue 22:00 — 0 commitsTue 23:00 — 0 commitsWed 0:00 — 0 commitsWed 1:00 — 0 commitsWed 2:00 — 0 commitsWed 3:00 — 0 commitsWed 4:00 — 0 commitsWed 5:00 — 0 commitsWed 6:00 — 0 commitsWed 7:00 — 0 commitsWed 8:00 — 0 commitsWed 9:00 — 0 commitsWed 10:00 — 0 commitsWed 11:00 — 0 commitsWed 12:00 — 0 commitsWed 13:00 — 0 commitsWed 14:00 — 0 commitsWed 15:00 — 0 commitsWed 16:00 — 0 commitsWed 17:00 — 0 commitsWed 18:00 — 0 commitsWed 19:00 — 0 commitsWed 20:00 — 0 commitsWed 21:00 — 0 commitsWed 22:00 — 0 commitsWed 23:00 — 0 commitsThu 0:00 — 0 commitsThu 1:00 — 0 commitsThu 2:00 — 0 commitsThu 3:00 — 0 commitsThu 4:00 — 0 commitsThu 5:00 — 0 commitsThu 6:00 — 0 commitsThu 7:00 — 0 commitsThu 8:00 — 0 commitsThu 9:00 — 4 commitsThu 10:00 — 3 commitsThu 11:00 — 5 commitsThu 12:00 — 0 commitsThu 13:00 — 0 commitsThu 14:00 — 0 commitsThu 15:00 — 0 commitsThu 16:00 — 0 commitsThu 17:00 — 0 commitsThu 18:00 — 0 commitsThu 19:00 — 0 commitsThu 20:00 — 0 commitsThu 21:00 — 0 commitsThu 22:00 — 1 commitsThu 23:00 — 0 commitsFri 0:00 — 0 commitsFri 1:00 — 0 commitsFri 2:00 — 0 commitsFri 3:00 — 0 commitsFri 4:00 — 0 commitsFri 5:00 — 0 commitsFri 6:00 — 0 commitsFri 7:00 — 0 commitsFri 8:00 — 0 commitsFri 9:00 — 0 commitsFri 10:00 — 1 commitsFri 11:00 — 1 commitsFri 12:00 — 0 commitsFri 13:00 — 0 commitsFri 14:00 — 0 commitsFri 15:00 — 0 commitsFri 16:00 — 0 commitsFri 17:00 — 0 commitsFri 18:00 — 0 commitsFri 19:00 — 0 commitsFri 20:00 — 0 commitsFri 21:00 — 0 commitsFri 22:00 — 0 commitsFri 23:00 — 0 commitsSat 0:00 — 1 commitsSat 1:00 — 0 commitsSat 2:00 — 0 commitsSat 3:00 — 0 commitsSat 4:00 — 0 commitsSat 5:00 — 0 commitsSat 6:00 — 0 commitsSat 7:00 — 0 commitsSat 8:00 — 0 commitsSat 9:00 — 0 commitsSat 10:00 — 0 commitsSat 11:00 — 0 commitsSat 12:00 — 0 commitsSat 13:00 — 0 commitsSat 14:00 — 0 commitsSat 15:00 — 0 commitsSat 16:00 — 0 commitsSat 17:00 — 0 commitsSat 18:00 — 0 commitsSat 19:00 — 0 commitsSat 20:00 — 0 commitsSat 21:00 — 0 commitsSat 22:00 — 0 commitsSat 23:00 — 0 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.
DateListRankStars gained
Feb 20, 2026daily#9+162
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