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AI monitoring

AI Watch

Source-linked signals on AI agents, agent tooling, machine payments, and AI-readable infrastructure relevant to validators and future computation.

Signals are curated by hand and labeled by evidence type; vendor materials, industry reports, and preprints are not independent proof of practical capability. Nothing here is auto-published, no third-party article text is copied, and no AI-generated summaries are used. This page is not security, financial, investment, or migration advice. AI tooling changes quickly; verify current docs, security posture, and key-management requirements before operational use. Verify every source live before reuse.

Current signals

Developer platformSolanaAI-readable infrastructure

Solana SKILL.md — official agent instructions

Official Solana agent instruction file for AI tools working with the Solana ecosystem.

Why it matters: First-party AI-readable files show how ecosystems prepare for agent-driven workflows.

Developer platformSolanaAI-readable infrastructure

Solana skills directory

Official Solana directory of agent skills and AI-facing resources.

Why it matters: Directories signal which agent capabilities the ecosystem treats as first-class.

Vendor-statedHeliusAgent tooling

Helius MCP Server documentation

Vendor documentation for a Solana MCP server exposing chain tooling to AI agents.

Why it matters: MCP adoption shows how infrastructure providers expose blockchain capabilities to agents.

Vendor documentation; verify current docs before use.

Open sourceSendAIAgent tooling

SendAI Solana Skills

Open-source collection of Solana agent skills for infrastructure, wallets, testing, and security workflows.

Why it matters: Open skill collections indicate practical agent use cases emerging around Solana.

Open sourceSendAIAgent tooling

Solana Agent Kit

Open-source toolkit for building Solana-capable AI agents.

Why it matters: Agent toolkits lower the barrier for AI systems interacting with chains; transaction-capable tooling needs secure key management.

Transaction-capable tooling; verify flows and key management before use.

Market structurepay.shMachine payments

pay.sh — machine payments

Pay-per-call API and HTTP 402-style machine-payment context for agent workflows.

Why it matters: Machine-payment rails are a leading indicator of agent-to-agent economic activity.

Verify pricing, availability, and integration behavior live; not financial advice.

Source watchlist

The allowlisted sources monitored for new signals. Candidates from these sources are reviewed by hand before anything is added above; feeds are used for discovery only.

Preprint

arXiv cs.AI

Preprint firehose; high volume and unreviewed. Candidates only, never auto-published.

Feed
Developer platform

Solana AI directories

First-party skills/data directories; check for new entries.

Open source

SendAI GitHub organization

Open-source Solana agent tooling; verify repos before use.

Developer platform

Hugging Face

Model and dataset hub; useful for open-model release signals. Discovery only.

Disclaimer

This is an informational monitoring page. Inclusion of a source, project, vendor, program, or platform does not imply partnership, endorsement, official approval, acceptance, eligibility, or validation by Solana Qubits, and it does not imply guaranteed stake, delegation, or APY. Entries are updated by hand through a local curation workflow; statuses and capabilities should be verified through the linked sources before reuse.