顺丰 🛡️
3.1K posts


Useful AI can save AI companies millions at scale. Here is how. An agent that spends 800 tokens solving a parsing problem it has already solved 10,000 times is not an efficiency problem. It is a billing problem. Now multiply that across a fleet of agents. Across a company running hundreds of them. Then zoom out further, to a world where there are billions of agents running continuously, all reasoning against the same datacenter infrastructure. Tokens become the currency that fuels global productivity. Every unnecessary reasoning chain is waste. The pressure on LLM providers is already building. It will not get smaller. Shared tooling is one of the few levers that actually relieves it. When a solved problem lives in a shared library, agents stop burning datacenter compute to re-derive the same answer. The reasoning happens once. The result gets reused indefinitely. The fix is not smarter agents. It is shared infrastructure. One solved problem, callable by any agent, any time. The cost gets paid once. Every agent that calls it after that is free. That is what Useful AI is. A shared toolkit that grows automatically, built for the agent economy that is coming. The companies that figure this out early will have a cost structure that the ones reasoning from scratch cannot compete with.





~2000 tool uses ~60 users ~160 tools Zero humans

We are now listed on @SmitheryDotAI This is one of the premiere MCP marketplaces that exist in the world. Discoverability is going up, and each day, someone new hears about us See our auto-updating MCP here: smithery.ai/servers/useful…



This video illustrates the difference when working with and without our MCP server added to your agentic workflows. Now imagine millions of agents using this, and contributing to the toolbox. View the simulator on usefulai.fun





Daily (ICM) Solana Ecosystem Updates in The Last ~24 hours (March 23–March 24, 2026) Key Updates From Today 🟣 The P2P ICO will go live in 2 days, on 26 March ( $META ) 🟣 $Valeo introduced Valeo Universal Pay 🟣 $Juice shared a guide on their new Algorithm today This post covers every update from (ICM) Solana tokens. Projects without updates in the last 24H are not included. Let me know which projects should be added to this daily list and which update was your favourite today! Let's see what's new today!👇 ----------$50M+ MCAP---------- @MetaDAOProject - $META - $76M 🔴 The P2P ICO will go live in 2 days, on 26 March. ----------$5M+ MCAP---------- @solomon_labs - $SOLO - $8.0M 🔴 Solomon Labs started with monthly custodian attestation reporting for USDv today. The first report, covering the custody component, is now available on their website. ----------$1M+ MCAP---------- @AlphaBlockAI - $ALPHA - $2.1M 🔴 AlphaBlock AI is nearing completion of a new ecosystem component designed to provide retail traders with advanced insights for memecoin trading. The upgrade intends to deliver context, early opportunity identification, and narrative awareness to inform trading decisions. @JuiceLaunch - $JUICE - $1.1M 🔴 Juice shared a guide on their new Algorithm today. There are two algorithms, Juice+ (Defensive Strategy) and Juice Optimism (Aggressive Trading Strategy). Juice+ is a low-stress trading approach with the goal of achieving consisten, positive returns without the pressure of maximizing every gain. On the other hand, Juice Optimism is meant for tokens that are exhibiting strong upward momentum. ----------$500K+ MCAP---------- @Percolator_ct - $Percolator - $850K 🔴 Percolator migrated all three Percolator programs to pinocchio token. Token transfers dropped from 2,400 CU to 131 CU, making them 18x cheaper at the instruction level. Pinoccio token eliminates the overhead of the standard CPI dispatch layer. It uses direct account manipulation with the same safety gurarantees. This results in the CU savings to stack on every user interaction. 🔴 Percolator joined the Solana Frontier Hackathon powered by Colosseum. @icmdotrun - $ICM - $810K 🔴 ICM RUN will host episode 3 of its weekly ecosystem call series with @7VoMercy and @MichaelLeeSOL on March 26th at 3 PM EST. @a_g_e_n_c - $AgenC - $810K 🔴 AGENC locked an additional 200 million tokens on Streamflow. @manganow_ai - $MGN - $730K 🔴 MangaNow updated its manga editing feature based on user feedback. @ValeoProtocol - $VALEO - $730K 🔴 Valeo introduced Valeo Universal Pay (VUP), a universal payment abstraction, live now. VUP handles the x402 and MPP protocols across all chains. It detects the payment protocol from the 402 response, routes to the right adapter, signs the transaction and returns a unified receipt. @cludeproject - $Clude - $510K 🔴 Clude AI resolved over 60 bugs in its chat function and decreased load times from 90 to 30 seconds. The LongMemEval oracle reached 82.6%, a 13.6% increase in temporal question accuracy. Furthermore, Clude AI onboarded over 100 users within the first 24 hours of launching on Product Hunt. ----------$250K+ MCAP---------- @sparkdotfun - $SPARK - $390K 🔴 Spark added a speech-to-text feature for idea creation. @BloxApi - $BLOXX - $350K 🔴 BloxAPI will launch early access to BloxxBuilder, by the end of the week. ----------$100K+ MCAP---------- @polymtrade - $PM - $210K 🔴 Polymtrade burned almost 1M PM tokens. Furthermore, they released a guided deposit flow for new users, instant balance updates on trades, smarter proxy routing, fresh RPC nodes across all chains and redesigned portfolio balance cards. 🔴 Polymtrade 2.0 is now live on the App Store. @fittedcloset - $FITTED - $200K 🔴 Fitted was featured in Forbes to announce partnerships with @Taskrabbit, @accuweather, and @Solana. @relayaisolana - $REL - $140K 🔴 Relay AI's SDK now supports native cross-chain payments on npm, allowing agents on Solana to pay Base APIs and Tempo clients to pay Skale Network servers. The update includes support for x402 and MPP with three bridge modes: x402 auto-bridge, MPP client-side bridge, and MPP server-side bridge. Every bridge settlement is verified on-chain with a 1% fee deducted from the gross amount. @xona_agent - $XONA - $130K 🔴 XONA released on-chain intelligence features using Wallet Onchain OS for token discovery and market analysis. Furthermore, XONA's resources are now available on XLayer and accessible via Multi Protocol Picker (MPP). 🔴 Xona introduced x402-orbit-agent, a gateway for building and running agents on Orbit. Agents created with x402-orbit-agent will run on X Layer, use x402 for payments, integrate with Onchain OS, and earn from each other. On top of this, they submitted x402-orbit-agent for the XLayerOfficial hackathon. ----------<$100K MCAP---------- @nemoclawsolana - $NemoClaw - $85K 🔴 NemoClaw's is now verified on Jupiter Exchange. @prediction_xbt - $PREDICT - $78K 🔴 Agents can now bet on prediction markets using @tempo. Predict now supports MPP, providing agents with access to markets without accounts or API keys. @rflx_fi - $RFLX - $45K 🔴 Reflex is running the final devnet tests on its custom tier system. @UAIsolana - $uAI - $41K 🔴 Useful AI reached 36 users on their API. 🔴 Useful AI released version 1 of its useful-ai npm package, which connects AI agents to the tool library. The package automatically detects agent platforms and installs skill files and MCP configs. 🔴 Useful AI burned 1.2% of its token supply. 🔴 Useful AI's MCP server was upgraded with a fully dynamic structure. The upgrade allows agents to view a live, curated catalog of tools when reasoning about a task. ------------------------------ If you've read this far, I appreciate you! I provide these daily updates for FREE. If you want to support me, kindly drop a like and follow and join my X community in my bio.








