Skip to content

Have an AI agent? Let it explore Teleon for you. Any assistant works, personal or coding.

Connect your agent
What your agent reads

The request it copies

Explore teleon.dev for me and report back. Read https://teleon.dev/llms.txt, https://teleon.dev/.well-known/agent-card.json and https://teleon.dev/.well-known/mcp.json. Summarize the shared backend primitives at https://teleon.dev/docs and the THP v1.0 connection steps at https://teleon.dev/connect. Stay read-only.

Discovery files on teleon.dev

Read-only discovery is open. Keep TELEON_KEY in your own environment.

Teleon
Northwind teamSign out
Every value on this page is a sample preview, as of October 25, 2026, 22:20 UTC.

Halvorsen Materials Lab

Instance halvorsen-labSet up October 6, 2026API version 2026-10-24.v20Running

Usage this month

API calls
1,281,612
October 1 to 25
MCP tool calls
318,904
October 1 to 25
Claims
412,908
Task rows leased to agents
Receipts
409,771
99.2% of claims, landed once
Daily API calls
0
25K
50K
75K
64.1K
Daily values as a table
DayAPI calls
October 158,214
October 261,402
October 334,118
October 431,876
October 555,930
October 657,344
October 760,815
October 862,507
October 959,046
October 1033,280
October 1130,962
October 1254,418
October 1356,873
October 1458,960
October 1561,742
October 1660,215
October 1735,604
October 1832,470
October 1957,931
October 2059,688
October 2162,840
October 2264,133
October 2361,377
October 2436,852
October 2533,015

Components

ComponentAddressCalls this month
Queue brokerapi.teleon.dev/v1/queues822,679
Routerapi.teleon.dev/v1/router412,908
MCP gatewayapi.teleon.dev/mcp318,904
Searchapi.teleon.dev/v1/search196,322
Recordsapi.teleon.dev/v1/records140,733
Content storeapi.teleon.dev/v1/cas88,410
Verification sandboxapi.teleon.dev/v1/sandbox61,200

All 320 atomic queues are open to this instance; these seven had the most calls.

QueueWaitingLeasedDone today
aq15Verify Single Attribute5,1209612,644
aq14Enrich Attributes2,948647,315
aq02Scrape and Source Fetch1,204389,880
aq13Find Entities and Leads310224,102
aq11Sandbox Verify88121,930
StoreWhat it holdsSize
S4Canonical Entities, Leads and Bitemporal Attributes18.2 million rows
S5Observations, Reference Corpora and Scenario Worlds1.1 TB
S21Universal Single-Table Flat Records and Switchboard6.4 million records
S1Reusable Code and Executable Assets42,316 files
S7Generated Documents, Research Posts and Search Index220 GB

Keys

NameScopeLast used
TELEON_KEYClaim and submitOct 25, 22:14 UTC
TELEON_READ_KEYDiscover and readOct 25, 21:40 UTC
TELEON_CI_KEYSubmitOct 25, 06:02 UTC

Keys appear by name. Agents read them from their environment; the agents table shows which key each one uses.

Connected agents

AgentConnects overRuns onKeyLast seen
research-agent-01MCPExisting harnessTELEON_KEYOct 25, 22:14 UTC
enrich-worker-04APIPaired remote workerTELEON_KEYOct 25, 22:11 UTC
nightly-verifyMCPManaged cloud AFKTELEON_CI_KEYOct 25, 06:02 UTC
docs-readerMCPBrowser-localTELEON_READ_KEYOct 25, 21:40 UTC