Teneo Protocol

Teneo Protocol pinned «Teneo just passed 100 million customer requests 🚀 One request is one page fetched from the open web for a customer, and every one goes through a device running Teneo Beacon. We're now at around 1 million pages a day, and the second 50 million took about 7…»

Teneo just passed 100 million customer requests 🚀

One request is one page fetched from the open web for a customer, and every one goes through a device running Teneo Beacon. We're now at around 1 million pages a day, and the second 50 million took about 7 weeks (the first took 112 days).

A lot of this traffic feeds AI that needs the live web, so if you run Beacon, this is what your device is part of. Next goal is 1 billion.

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Seven setup guides, one Teneo CLI.

The Teneo setup hub now covers Claude Code, Codex, Manus, Cursor, Antigravity, VS Code, and Hermes.
Choose the walkthrough for your tool, install npx @teneo-protocol/cli, then list and query agents from the same environment. Paid queries settle per call through x402.
Guides: https://teneo-protocol.ai/get-started/setup-guides

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Teneo Beacon now runs from your terminal.

Install it on a Raspberry Pi, home server, Mac, or Windows machine through WSL2. Run teneo-beacon, scan the QR code while signed in to the Hub, then install the service so Beacon starts on every boot and reconnects after an outage.

One limit matters: earning is one slot per internet connection. Two Beacons on the same home network do not stack, so put it on the machine that stays online.

The installer runs with shell access. Copy the verified command from the official page, where the supported-device list, FAQ, releases, and source link sit beside it:

https://teneo-protocol.ai/beacon/cli

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DePIN outgrew oracles this year. Here is where your Beacon sits on the map.

DePIN passed the oracle sector in combined market cap this year: 264 tokens against roughly 60 on the oracle side, across more than 650 live projects. Most people still stall at three names, because DePIN gets used as if it labels one thing. It labels five.

Compute: GPU cycles from idle machines. Storage: disk space that stays retrievable. Wireless: coverage from hotspots in homes and shops. Sensors and mapping: dashcams, weather stations, air quality. Data infrastructure: residential connections reaching the live web from a real place.

Four of those five can be scaled with capital. Buy the GPUs, buy the drives, buy the hotspots. The fifth has to be assembled one household at a time, and that is the column your Beacon is in.

It is also why the count that matters here is verified connections, not registered accounts. Earning is gated by unique public IP, not by device, and the network sends small tasks to confirm a node is a real connection.

Full map, plus why that column changed in 2026 👇

https://teneo-protocol.ai/blog/depin-map-where-your-beacon-sits

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What Teneo shipped in July

July made the network harder to fake and more stable for the people running it.

Season 2 closed with 706 verified winners. Season 3 added per-node verification tasks to block bots and fake IPs, then opened for 60 days.

Beacon v0.4.7 fixed Android crashes that were ending sessions early. Teneo also reserved $1,000 USDC for Beacon runners on verified Indonesian IPs, weighted by uptime.

Five new posts covered Beacon operations, the DexScreener agent, and a per-query meeting-prep workflow. CoinMarketCap featured Teneo through CMC Labs for the third time this year.

Season 3 is live. Keep your Beacon running.

Read the full post:

https://teneo-protocol.ai/blog/teneo-july-2026-recap

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What if your Beacon bandwidth paid for your VPN?

Beacon nodes already share unused residential bandwidth into the network, real connections in real places all over the world. That's the exact resource a VPN needs, so we've started testing whether the network itself could become one.

Instead of paying a monthly bill for a VPN, the idea is you'd contribute the bandwidth you already share with Beacon and get privacy back through the same network. No separate infrastructure, no second install, just a benefit built on top of what already exists.

Still very early: nothing to download, no launch date, no guarantee this becomes a product. We're sharing it because we build in public, and because contributors to this network should get something back from it, not just power it.

Full writeup 👇

https://teneo-protocol.ai/blog/what-if-your-beacon-bandwidth-paid-for-your-vpn

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Season Update: Indonesia Pool 🇮🇩

$1,000 USDC from this season's reward pool is reserved exclusively for Beacon runners on Indonesian IPs.

Your share is based on uptime, so the more consistently your Beacon runs, the bigger your cut.

Eligibility is tied to genuine connections in Indonesia.

Full mechanics drop this week.

If you're in Indonesia, get your Beacon running now.

Need to download the Beacon?

Get it running in 2 minutes: https://teneo-protocol.ai/beacon

An AI agent that preps every meeting on your calendar, for about a dollar a month.

Ask ChatGPT to read someone's LinkedIn or X profile and it can't: both block scraping, so you get a refusal or a confident guess. Our Head of Marketing built a loop that closes that gap and preps every meeting before he sits down.

Hermes (Nous Research's open-source agent platform) polls Google Calendar every 10 minutes and skips busy blocks and standups. For each attendee it doesn't know, it calls the Teneo LinkedIn Agent (enrich_url <url>) for who they are, then the Teneo X Agent for what they're posting now. Both settle in USDC over x402 on Base: $0.006 a profile, from $0.002 an X pull.

Ten meetings a week, three attendees each, is roughly a dollar a month. Sales Navigator is $100+ and still makes you do the reading yourself.

The LinkedIn trick is the hook. The real move: one CLI install hands your agent a wallet and hundreds of agents it can pay for per call, no API key or subscription anywhere.

Full workflow 👇

https://teneo-protocol.ai/blog/i-let-an-ai-agent-prep-my-meetings-cents-a-head

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Teneo is part of CMC Labs, and CoinMarketCap has featured us three times this year.

It started when we joined the program. Then CMC featured the Teneo Beacon, the node you install on a device you already own, built for the agentic web. Most recently, our 2026 roadmap and the $AGENTIC announcement. Every feature covered a real step, not a plan: hundreds of agents live in production.

Proud to be building this alongside CMC Labs, and we are only halfway through 2026 👇

The three CMC features:

Joining CMC Labs: https://x.com/CoinMarketCap/status/2044732661214642193
The Beacon feature: https://x.com/CoinMarketCap/status/2065026334603006146
The roadmap and $AGENTIC: https://x.com/CoinMarketCap/status/2075173188523208706

Also live across our channels:

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The DexScreener agent: any token screen, from one filter.

Most data agents on Teneo answer a fixed question. Ask the Messari agent for BTC, you get a BTC readout. The DexScreener Tokens Scraper doesn't answer a fixed question at all. It hands you a filter box.

Two commands run it: pick a chain (or a chain/DEX like ethereum/uniswap), then paste any dexscreener.com query string into filterargs. Build the screen you want on the site, copy everything after the ?, and one paid call returns the whole filtered screen: price, liquidity, volume, and price change for every pair. Base is $0.0018/query in USDC via x402.

The catch: filterargs is free text and you're billed on dispatch, so a bad filter costs the same as a good one. Confirm the screen on the site before you wire it in.

Full teardown of the two commands, the filter method, and where it costs you 👇

🌎 https://teneo-protocol.ai/blog/the-dexscreener-agent-any-token-screen-from-a-filter

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Keep Your Beacon Running Challenge is open. 🟢

Our first creator competition. Make a short video about running your Teneo Beacon, post it to TikTok or Instagram, and you are in the running for a share of a $200 USDC pool. It runs one week: entries open Thursday 9 July at 12:00 UTC and close Thursday 16 July at 12:00 UTC.

How to enter:

1. Make a short TikTok or Instagram Reel about running your Beacon: your setup, why you run it, how you keep it online.
2. Include the line "Keep Your Beacon Running!" spoken or on screen, add #Teneo and #KeepYourBeaconRunning to the caption, and follow Teneo on TikTok or Instagram.
3. Submit your video link through the entry form before the deadline. More than one video is allowed, each judged on its own.

The prize pool: $200 USDC across 13 winners: $50 for 1st, $30 for 2nd, $20 for 3rd, and $10 each for 4th through 13th. On top of any referral rewards from links in your video.

Winners are picked by the team on a rubric (craft, clarity, reach, and whether the video would make someone start a Beacon), not view count alone, so a smaller account with a great video can win.

The referral programs reward who you bring. This one rewards what you make. Keep your Beacon running.

Read the full rules and enter:

Blog: https://teneo-protocol.ai/blog/keep-your-beacon-running-challenge
Entry form: https://docs.google.com/forms/d/e/1FAIpQLScnpMeiw2OydUGVzOYG_kVpmPTaWgzbAAkbrq_ZRTIen2jhyQ/viewform

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How to run Teneo Beacon effectively.

Most people install Beacon, leave it on, and stop there. That works, but it leaves a lot on the table.

The network pays for one thing: uptime. Everything else multiplies it. A few tips from the new guide:

Run it overnight while your devices charge, so the node earns while you sleep. Boost every 8 hours to grow your Beacon Power toward the 3.00x cap, since a missed window decays it 10%. And run multiple devices on different networks, because Fragments are earned per IP.

The full guide covers device setup, the boost cycle, quests, referrals, and how Season rewards genuine uptime 👇

🌎 https://teneo-protocol.ai/blog/how-to-run-teneo-beacon-effectively

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Season 3 ships with real-connection verification.

Season 3 changes who can compete. The network now sends small verification tasks to each node to confirm it's a genuine connection, which blocks fake IPs and bots, including the fake residential IPs people were using to inflate their scores.

The result: the network runs more stably, and the leaderboard reflects real nodes doing real work instead of accounts gaming the system.

Season 3 also runs for 60 days, longer than prior seasons. More time on a cleaner field means genuine participants compete on level ground, with better odds than when exploiters were padding the board.

Keep your Beacon running.

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Season 2 winners are in.

706 winners, all verified accounts, each with a winner card.

Every winner confirms their payout wallet right on the card at the moment they win, so the address is always current when the payout goes out. Once it's confirmed, the payout is queued and lands within 72 hours.

Season 2 ran the broadest-reach split the community voted for: more winners, wider spread, down to the $2 floor.

If your Beacon was running through the season, this is what it was running for. Keep it running. Season 3 is next.

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Season 2 has ended.

The $2,000 pool is locked, same as Season 1. Winners are drawn from everyone who ran a Beacon through the season, and we're finalizing the draw now. We'll announce winners shortly.

Nothing more to do to be eligible: if your node was running, you're in.

And your Beacon keeps earning Fragments the whole time it's on, season or no season. So leave it running.

Winners soon.

Keep your Beacon running.

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Update your Beacon app. 🟢

A lot of you are still running an older build. Newer versions carry the

Community Node 2.0 fixes and sync improvements, and an out-of-date Beacon connects less reliably, which means it spends more time offline and not earning.

Two steps:

1) Update from your app store (Android / iOS TestFlight) or the native installer for Windows, macOS, or Linux.

2) Close the app fully, reopen it, and confirm it's back online.

Still stuck after that? Tell us in the chat with your device and what you're seeing so we can look.

Keep your Beacon running!

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What Teneo shipped in June:

A month of releases, with the numbers behind each one.

- Beacon passed 300,000 registered users.
- Season 1's full $2,000 pool paid out to every winner.
- The community voted to keep continuous rewards for node runners, and Season 2 is live with another $2,000.
- $AGENTIC announced: your Points, Fragments, Discord roles, and NFTs consolidate into one permanent, non-transferable on-chain allocation, claimed to your wallet.
- The 2026 roadmap went live: B2B onboarding, a more powerful CLI, exchange and market-maker prep, TGE from Q4.
- Community Node 2.0 landed. Beacon is now a native app on Android, iOS (TestFlight), Windows, macOS, and Linux, not a browser extension.
- The Expedition Hub is now one click from every page on teneo-protocol.ai.
- More Teneo CLI setup guides: Cursor, VS Code, Manus, Antigravity, Hermes, Claude Code and Codex.

Next up: Season 2 rewards to be announced!

Keep your Beacon running.

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The Messari Agent: one command, a full BTC and ETH readout

The narrowest agent on Teneo returns more in one call than most agents do in five. The Messari agent has one command and supports two coins, but a single details BTC hands back the whole picture.

One call returns:

- Price in USD and BTC, market cap, 24h volume, and market dominance
- 24h OHLC, plus ROI across 24h, 7d, 30d, 1y, and YTD
- Circulating, total, and max supply
- All-time high, ATH date, percent down from the peak, and the cycle low
- More than 20 fields, about 310ms, straight from Messari.

On price: the catalog lists $0.0025 per query. We ran it and watched the wallet, and $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, because the fee settles when the query is sent, not when the data comes back useful. Validate the symbol before you spend.

The full teardown breaks down every field, the measured cost, and four other live agents worth stacking it with.

One command, two coins, and a price you can read before you pay it.

Read the full post:

🌎: https://teneo-protocol.ai/blog/the-messari-agent-one-command-btc-eth-readout

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Teneo Beacon just passed 300,000 registered users.

It crossed 100,000 node runners on 26 May, and the base has kept climbing since.

Behind that number: 6.5M community nodes worldwide make up the data layer, 760+ AI agents query it, and 1.5M+ paid queries have settled per query via x402.

Registering is step one. Running your Beacon is what turns your unused bandwidth into the data AI agents actually use, so if you're one of the 300K, keep it running 👇

https://teneo-protocol.ai

Also live across our channels:

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