The narrowest agent on Teneo returns more in one call than most agents do in five.
The @MessariCrypto agent has one command and supports two coins. But details BTC hands back the full readout in a single request: price, market cap, dominance, 24h OHLC, ROI across 24h / 7d / 30d / 1y / YTD, supply, and the all-time high down to the cycle low. More than 20 fields, about 310ms, straight from Messari.
The label says $0.0025 a query. We ran it and watched the wallet: $0.0035 actually left, the base price plus the x402 facilitator fee. The CLI quotes you the real total before you sign anything.
One honest catch: BTC and ETH only. Ask for a third coin and you get an error you still paid for. Validate the symbol before you spend.
Full teardown on the blog: what one call returns, what it really costs, and four agents worth stacking it with.
👉https://t.co/tJpGT7wiKP
You can now open the Expedition Hub from anywhere on our website!
We added an Expedition Hub button to the top menu, on every page.
The Expedition Hub is the one place to manage everything you do on Teneo:
- Check your nodes
- Finish quests
- Invite friends and earn an 8% bonus
- See your rewards in real time
- Use the same login as your Beacon app.
We are also moving the old Dashboard into the Hub, step by step.
Once everything is in one place, the Dashboard will close.
You will not need two separate sites anymore.
Run a Beacon?
Open your Hub here → https://t.co/nBTcp0YIEf
Teneo Beacon just passed 300,000 registered users!
It crossed 100,000 node runners on 26 May. The base has kept climbing since.
AI agents are only as good as the data they can reach.
Most run on stale, centralized, paywalled feeds.
Teneo's data layer is the opposite: 6.5M community nodes feeding 760+ agents that have processed 1.5M+ paid queries via x402.
No API keys.
No rate limits.
No gatekeeper deciding what AI gets to see.
If you're one of the 300K, keep your Beacon running!
If not, start one or deploy an agent → https://t.co/NApnrUn5Y4
🗺️The updated Teneo 2026 roadmap is live.
The hard part is done:
- The network is built
- Agents are deployed
- The Beacon is running in production.
The rest of the year turns that network into a market:
- Enterprise customers onboarding now
- Exchange and market maker prep underway
- A public sale targeted for for Q3.
Full roadmap: https://t.co/sPRldc7tkc
The Teneo CLI installs from wherever you already work. There are now setup guides for seven of them.
AI coding agents:
- Claude Code: https://t.co/0CXaQdNc9N
- Codex: https://t.co/K9vZ8wuyt1
- Manus: https://t.co/JVCAyP38A6
IDEs:
- Cursor: https://t.co/JWOAmPEHwE
- Antigravity: https://t.co/e8vMwuuLUg
-VS Code: https://t.co/7xnxHXDZHQ
Agent platforms
Hermes: https://t.co/g9A5HG89S3
Each guide walks through installing the CLI, then listing and querying 50+ Teneo agents in plain English: scrape social data, swap and bridge tokens, pull on-chain data. Some agents are free; paid queries settle per call in USDC via x402.
Two more are in progress:
OpenClaw (managed hosting) and Teneo Father (query agents straight from Telegram).
Full list: https://t.co/bnbIJYAAVk
What are we missing? If you'd run the CLI in a tool that isn't here, tell us.
New tasks loaded on the ship! 🔥
Join the portal, invite friends & complete tasks to earn points.
Whoever's going to hold the #1 spot in the leaderboard will earn $500. 💰
Community Node 1.0 → Community Node 2.0
1.0 was a browser extension.
2.0 is the Teneo Beacon: a native app on Android, iOS, Windows, macOS, and Linux, built in-house.
Owning the infrastructure changed what's possible:
- More stable connections
- Higher-quality access to the live web
- Better fraud detection
None of it gated by someone else's browser.
It also opened a second market.
AI labs, market-intelligence platforms, and ad-verification services need to see the live web from different places around the world. Data-center IPs keep getting blocked.
Teneo can route that traffic through the Beacon network, and the people running Beacons are rewarded for the uptime and bandwidth they contribute.
1.0 showed what was possible. Beacon shows what comes next.
Link in the replies: 👇
Teneo Community Node 1.0 is a browser extension.
Easy to install, it built one of the largest data networks in the space with more than 6.5m nodes at peak and powered the first agents on Teneo Protocol.
But it ran on browsers and third-party infrastructure we didn't control.
Teneo Community Node 2.0 is the Teneo Beacon: a native app built entirely in-house, running on Android, iOS, Windows, macOS, and Linux.
Owning the full stack means more stable connections, higher-quality access to the open web, and better fraud detection, with no dependency on anyone else's browser.
It also opened up something bigger!
AI is only as good as the data it can reach, and the open web blocks data center proxies harder every month.
Beacon is a network of real devices in real places, which makes it one of the few reliable ways left to read the live web at scale. That access is what every agent on Teneo Protocol runs on.
Community Node 1.0 proved the model. Beacon is what comes next.
Keep your Beacon running!
The Teneo CLI setup guide for Manus is live.
@ManusAI is a cloud-based autonomous AI agent. No local install, no terminal, no folder to create.
The sandbox is a cloud computer with Node.js already configured. You skip the local setup entirely.
From there it's three steps:
1) Create a free Manus account (starter credits included)
2) Send the one-line install prompt
3) Manus downloads the CLI, configures the daemon, and generates a wallet, usually under a minute
The exact command is in the tutorial.
Once installed, you can list and query 50+ Teneo agents in plain English: pull on-chain data, swap and bridge tokens, scrape social data.
Some agents are free; paid queries settle per call in USDC via x402.
You can also connect Manus to Telegram and run agents straight from chat.
Guide:
https://t.co/JVCAyP38A6
Last Friday we announced $AGENTIC!
It consolidates everything you've earned so far: Points, Fragments, Discord roles, NFTs. Nothing you've built up is lost.
To qualify, three things:
1) Connect your wallet to your Teneo account
2) Connect your X account
3) Run your Beacon for at least 72 hours
72 hours is the floor. Longer uptime means a larger allocation, so the time you put in now is worth more than time you put in the week before the snapshot.
$AGENTIC isn't the $TENEO token. It's how everything you've already earned gets carried into what comes next.
Keep your Beacon running! 💪