SwarmNode.ai
SwarmNode.ai (SNAI) — a reference card for a crypto project: what the product does and how verifiable the project’s key claims are; also — alignment with the Decentralized AI thesis (DecAI Fit).
SwarmNode.ai — an AI/Agents / Infra project: a serverless platform for deploying and running AI agents in the cloud via UI/REST API/Python SDK (with support for chaining/a “swarm” of agents). Token: SNAI (SPL, Solana).
Disclaimer
Important: this page is a reference overview of the project. Within DecAIHub, we separately record a verification based on open sources within the AI thesis (what is real AI/onchain/why a token, and which sources this is based on).
This is not financial advice and not a recommendation to buy/sell/hold any asset. We do not assess price, returns, or entry/exit timing.
Conclusions are based on publicly available materials found as of the verification date. The absence of confirmation does not imply the absence of the technology.
TL;DR (for readers who are not into AI)
- What it is: a cloud “serverless” runtime for AI agents (you write code → the platform builds and runs it on request).
- Who it’s for: developers and teams who need to run agents without managing servers/databases/scaling.
- Why onchain/token: the onchain part is confirmed in Tier‑1 sources as the SNAI token on Solana; the token’s role in the platform’s operation is not disclosed in Tier‑1.
- What you can actually touch (Tier‑1): the public UI
app.swarmnode.aiand the SDK/API documentation.
How it works (very briefly)
- The user does: writes/uploads agent code and runs it via the UI, REST API or Python SDK.
- The system does: builds the agent’s environment, executes the job, stores results/state (KV Store, etc.), allows calling other agents (chaining).
- The user gets: a working agent “on demand” with billing for the actual execution time.
- Where the blockchain is: the SNAI token is onchain (Solana).
- Token role (if any): not confirmed in Tier‑1 sources (in this card — only the fact of the token).
Quick links: AI thesis fit
Project passport
| Field | Value |
|---|---|
| Project name | SwarmNode.ai |
| Also known as (aliases) | SNAI; $SNAI; SwarmNode |
| Logo (logo) | ../assets/238_swarmnode-ai_logo.jpg |
| Token symbol (ticker) | SNAI |
| Category | AI/Agents | Infra |
| Primary chain (chain) | Solana |
| Type | non-EVM |
| Network status | mainnet |
| Consensus (consensus) | PoS (Solana) |
| Launch date (launch_date) | 2025 |
| Project status (status) | active |
| Token (standard) | SPL |
| Token contract | APbVLtq66bKBpUUdncHtVSab9TM1UrcqZ9wodXzmpump |
| Token model (token_type) | unknown |
| Max supply | — |
| Issuance | — |
| Tokenomics (tokenomics, brief) | — |
| Governance | — |
| Admins/keys | — |
| Audit | — |
| Bug bounty | — |
| Team (team) | — |
| Funding (investors/funding) | — |
| AI component (ai_component) | serverless runtime for AI agents |
| Use‑case (use_case) | deployment + orchestration of agent workflows |
| DecAI Fit — AI thesis fit | 4/6 — medium alignment with the Decentralized AI thesis |
| DecAI Fit component summary | 3 / 1 / 0 / 3 |
| Last verified | 2026-02-11 |
Links (links_*)
| Type | Link |
|---|---|
| Website | https://swarmnode.ai/ |
| Docs | https://docs.swarmnode.ai/docs/sdk/introduction |
| GitHub | https://github.com/swarmnode-ai |
| Releases / Changelog | — |
| Whitepaper | — |
| Roadmap | — |
| Security advisories | — |
| Explorer | https://explorer.solana.com/address/APbVLtq66bKBpUUdncHtVSab9TM1UrcqZ9wodXzmpump?cluster=mainnet |
| App / Demo | https://app.swarmnode.ai/ |
| X | https://twitter.com/swarmnode |
| Discord | https://discord.gg/4sFVJTmmR3 |
| Telegram | https://t.me/swarmnode_community |
| Medium | — |
| Audit report(s) | — |
| Bug bounty | — |
| CoinGecko (profile, reference) | https://www.coingecko.com/en/coins/swarmnode-ai-2 |
| CoinMarketCap (profile, reference) | https://coinmarketcap.com/currencies/swarmnode-ai/ |
General project overview
SwarmNode.ai is a serverless platform for running “agentic” Python code: the developer publishes an agent, and the platform takes care of building the environment, on‑request execution, basic data storage (KV store) and the ability to call agents from one another (chaining → “swarm”). Per the website, the emphasis is on “pay only for actual usage” (billing for execution time) and agent templates in the marketplace.
Features/modules
- UI + REST API + Python SDK for managing agents.
- Agent build/execution jobs (environment build and launch).
- Chaining (agents can call each other).
- Data storage (KV store; the marketing also mentions Postgres/Qdrant as plan options).
- Agent templates/library (agent templates).
Typical scenarios
- Scenario 1: a developer deploys a “research” agent → runs it via the API → gets the result and stores intermediate data in the store.
- Scenario 2: a developer builds a chain of agents (translation → analysis → report) → orchestrates it as a workflow.
Getting started (wallet/network)
- What you need: an account in
app.swarmnode.ai, an API key, Python (for the SDK) and agent code. - Network/chain: Solana — only if working with the SNAI token; the platform itself is cloud/offchain.
- Fees: SwarmNode billing for execution time (per the website), plus Solana fees for operations with the token.
Architecture/tech (non‑AI)
- Components: UI, REST API, Python SDK, build/execution jobs, store (KV).
- Participant roles: platform developers/users; platform operator.
- Where logic runs: agent execution — offchain (cloud); onchain — the SNAI token (Solana).
- Dependencies: cloud infrastructure, the Python ecosystem, (optionally) Solana infrastructure for the token.
Token/economics (expanded, no forecasts)
- Token utility: not disclosed in the available Tier‑1 sources (there is the fact of the token and the contract).
- Protocol necessity drivers: —.
- Who pays fees: Solana fees — for token operations.
- Where fees go: to Solana validators.
- Issuance/burn: —.
- Security/incentive mechanisms: —.
- Distribution and token issuance schedule: —.
- Treasury: —.
Governance
- Who makes decisions: not disclosed in Tier‑1 sources.
- How protocol parameters change: —.
- Where decisions are discussed/made: Discord/Telegram/X (see links_*).
- Keys/multisig: —.
Security and incidents
- Audits: not found in Tier‑1 sources.
- Bug bounty: not found in Tier‑1 sources.
- Incidents: not found in Tier‑1 sources.
- Threat model: risks of centralized offchain execution (SaaS), compromise of API keys/accounts, and supply‑chain risks of Python/container dependencies.
Project status and timeline
- Current status: the platform and documentation are public; the SNAI token is on the Solana network.
- Key releases/milestones: —.
- Roadmap: —.
Ecosystem/integrations
- Integrations: Python SDK, REST API; Solana infrastructure (for the token only).
- Partners: not confirmed by Tier‑1 sources.
- Where it’s actually used: the public UI (
app.swarmnode.ai) and agent templates/workflows (per the website/docs).
AI component of the project
- What is real AI here? a platform for running AI agents/workflows (agent chaining) with an SDK/API and execution in the cloud.
- What is truly onchain? the SNAI token (SPL, Solana).
- Why is a token needed? not described in Tier‑1 sources (utility not confirmed).
- Red flags (based on the information found): onchain‑washing — high (apart from the token, no onchain logic is described); token‑washing — high (utility not proven); AI‑washing — low/moderate (there is an SDK description and a product).
DecAI Fit component summary
- DecAI Fit: 4/6 — medium alignment with the Decentralized AI thesis
| Component | Level | Score |
|---|---|---|
| AI reality | high | 3 |
| Onchain necessity | low | 1 |
| Token necessity | low | 0 |
| Evidence | Tier‑1 present | 3 |
Details
AI reality
AI_0 — AI intent (Tier‑1 roadmap) (1/0)
- AI_0 (decision): 0
- Claim (one line): there is a product/SDK and a description of the resources; this is not “intent only”.
- Evidence: Tier‑1 — https://docs.swarmnode.ai/docs/sdk/introduction
- Why sufficient / why not (one line): AI_0 applies only in the absence of AI_1..AI_4.
- Conflict note (if any): —
AI_1 — what the AI does (1/0)
- AI_1 (decision): 1
- Claim (one line): the platform executes “agentic” AI code (Python agents) and provides orchestration tools (chaining/swarm).
- Evidence: Tier‑1 — https://swarmnode.ai/ ; https://docs.swarmnode.ai/docs/sdk/introduction
- Why sufficient / why not (one line): description of the product features and the SDK.
- Conflict note (if any): —
AI_2 — demos/examples (1/0)
- AI_2 (decision): 1
- Claim (one line): there is a public UI (
app.swarmnode.ai) for creating/running agents. - Evidence: Tier‑1 — https://swarmnode.ai/ ; https://app.swarmnode.ai/auth/login/
- Why sufficient / why not (one line): the website leads directly into the app interface.
- Conflict note (if any): —
AI_3 — metrics/quality (1/0)
- AI_3 (decision): 0
- Metrics: —
- Context (version/date/how measured): —
- Evidence: Tier‑1 — https://swarmnode.ai/
- Why sufficient / why not (one line): there are no public quality metrics/benchmarks.
- Conflict note (if any): —
AI_4 — tech description/architecture/versions (1/0)
- AI_4 (decision): 1
- Claim (one line): the SDK documentation describes the resources (Agent/Build/Execution/Store) and the mechanics of job execution.
- Evidence: Tier‑1 — https://docs.swarmnode.ai/docs/sdk/introduction
- Why sufficient / why not (one line): there is an API/SDK‑level technical description.
- Conflict note (if any): —
Onchain necessity
OC_1 — contracts/addresses/chain (1/0)
- OC_1 (decision): 1
- Chain: Solana
- Addresses/identifiers: SPL mint: APbVLtq66bKBpUUdncHtVSab9TM1UrcqZ9wodXzmpump
- Evidence: Tier‑1 — https://explorer.solana.com/address/APbVLtq66bKBpUUdncHtVSab9TM1UrcqZ9wodXzmpump?cluster=mainnet
- Why sufficient / why not (one line): the token’s mint address is confirmed via the Solana Explorer.
- Conflict note (if any): —
OC_2 — onchain beyond just a token (1/0)
- OC_2 (decision): 0
- What useful logic is onchain: apart from the token, onchain contracts/rules are not described in Tier‑1.
- Evidence: Tier‑1 — https://docs.swarmnode.ai/docs/sdk/introduction ; https://swarmnode.ai/
- Why sufficient / why not (one line): the product is cloud/offchain.
- Conflict note (if any): —
OC_3 — onchain is critical (1/0)
- OC_3 (decision): 0
- “Replace the blockchain” test: running agents is possible without a blockchain; onchain criticality is not proven.
- Evidence: Tier‑1 — https://docs.swarmnode.ai/docs/sdk/introduction
- Why sufficient / why not (one line): there is no Tier‑1 argument “breaks down without onchain”.
- Conflict note (if any): —
Token necessity
TK_0 — no token (1/0)
- TK_0 (decision): 0
- Claim (one line): the project has a token, SNAI (SPL, Solana).
- Evidence: Tier‑1 — https://explorer.solana.com/address/APbVLtq66bKBpUUdncHtVSab9TM1UrcqZ9wodXzmpump?cluster=mainnet
- Why sufficient / why not (one line): the token contract is public.
- Conflict note (if any): —
TK_1..TK_4 (1/0)
TK_1 — payment for the service (1/0)
- TK_1 (decision): 0
- Claim (one line): payment for the platform with the SNAI token is not confirmed in Tier‑1.
- Evidence: Tier‑1 — https://swarmnode.ai/ ; https://docs.swarmnode.ai/docs/sdk/introduction
- Why sufficient / why not (one line): Tier‑1 speaks of “USD pricing/usage billing”, but not of SNAI as a payment token.
- Conflict note (if any): —
TK_2 — incentives/collateral/penalties (1/0)
- TK_2 (decision): 0
- Claim (one line): incentives/staking/slashing are not described in Tier‑1.
- Evidence: Tier‑1 — https://swarmnode.ai/
- Why sufficient / why not (one line): there is no description of token security.
- Conflict note (if any): —
TK_3 — governance (1/0)
- TK_3 (decision): 0
- Claim (one line): governance via the token is not disclosed in Tier‑1.
- Evidence: Tier‑1 — https://swarmnode.ai/
- Why sufficient / why not (one line): there is no description.
- Conflict note (if any): —
TK_4 — token is replaceable (1/0)
- TK_4 (decision): 0
- Claim (one line): the replaceability of the token has not been assessed (utility not described).
- Evidence: Tier‑1 — https://swarmnode.ai/
- Why sufficient / why not (one line): insufficient data.
- Conflict note (if any): —
Evidence (table)
| Tier | Source | What it proves |
|---|---|---|
| Tier‑1 | https://docs.swarmnode.ai/docs/sdk/introduction | technical description of the SDK and its entities (Agent/Build/Execution/Store) |
| Tier‑1 | https://swarmnode.ai/ | the product (serverless AI agents), links to the app and the documentation |
| Tier‑1 | https://explorer.solana.com/address/APbVLtq66bKBpUUdncHtVSab9TM1UrcqZ9wodXzmpump?cluster=mainnet | onchain SSOT: mint of the SNAI SPL token (Solana Explorer). |
| Tier‑1 | https://github.com/swarmnode-ai | GitHub organization (no public repositories at the time of the check) |
| Tier‑2 | https://solscan.io/token/APbVLtq66bKBpUUdncHtVSab9TM1UrcqZ9wodXzmpump | Explorer/aggregator of onchain data (for navigation). |
| Tier‑2 | https://coinmarketcap.com/currencies/swarmnode-ai/ | Aggregator: reference profile and links (not Tier‑1). |
| Tier‑2 | https://www.coingecko.com/en/coins/swarmnode-ai-2 | Aggregator: reference profile and links (not Tier‑1). |
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