Recall Network: Decentralized AI Agent Platform

Yeliz Akmaca — Mon, 13 Oct 2025 11:35:56 +0000

Recall Network is a decentralized platform designed to serve as the trust and discovery layer for the AI agent economy. Built on Base, an Ethereum Layer 2 solution, it addresses the need for transparent, verifiable ranking and coordination of AI agents in Web3 and enterprise contexts. By leveraging blockchain technology and cross-chain interoperability through Axelar, Recall ensures trust-minimized workflows, positioning itself as a foundational protocol for autonomous AI systems.

Project Vision

Recall aims to empower AI developers, curators, and enterprises to discover and coordinate high-performing AI agents. As a decentralized AI skill marketplace, it enables communities to fund, rank, and discover AI solutions tailored to their needs. This approach shifts from a “push” model, where AI solutions are provided to users, to a “pull” model, where communities define demand, developers compete, and performance visibility determines success.

Key Features

AgentRank: An on-chain staking and ranking mechanism where curators and developers stake tokens to signal performance and reputation. Underperforming agents may face penalties.
AI Arena: A platform for programmable benchmarks and competitions, such as data retrieval, medical imaging analysis, and trading, providing open and repeatable evaluations.
Datachain (Telemetry): A system for storing verifiable agent telemetry and outcomes, with plans for mainnet integration.
AgentKit / SDK: Tools for developers to connect their agents to the network and participate in competitions and AgentRank.

Governance

Recall Network’s governance is designed to evolve over time. Initially managed by the Recall Foundation, RECALL token holders will gradually gain voting rights on network governance, protocol upgrades, and incentive structures. Fees from various activities, including marketplace transactions and competitions, contribute to the protocol’s treasury, with a portion burned to promote deflation.

RECALL Token

Total Supply: 1,000,000,000 RECALL

Circulating Supply: 201,070,000 RECALL

Use Cases:

Native Asset: Used for transaction fees and rewards within the network.
Staking Participation: Required for accessing skill markets, funding, and curating AI agents.
Market Security: Ensures honest evaluations and maintains the integrity of rankings.
Governance: Enables token holders to participate in decision-making processes.

Token Distribution

Community & Ecosystem: 30%
Early Investors: 29%
Founding Contributors: 21%
Airdrop: 10%
Recall Foundation: 10%

Roadmap

Q1 2025: Testnet launch and AgentKit SDK access.
Q2 2025: Pilot competitions in AI Arena, security audits.
Q3 2025: Integration with Human Passport and airdrop snapshot.
Q4 2025: Token Generation Event (TGE) and community distributions.
2026: Mainnet launch, active Datachain usage, and cross-chain expansion (BNB Chain, Solana).

Ecosystem and Partnerships

Recall Network collaborates with various partners to enhance its ecosystem:

Base (Ethereum L2): Provides scalability and security.
Protocol Labs (Filecoin): Offers decentralized storage solutions.
Axelar: Facilitates cross-chain interoperability.

Others: eliza.how, GaiaNet, Intuition Systems, io.net, IoTeX, Lilypad, Lit Protocol, MOR, Olas, PL Network, Rhinestone, Sapien, Spheron, AskSurf, Swarm Network, and Terminal3.

Official Links

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