Maha Context Budget Ladder · www.mahastrategies.com
Choose a context budget before an agent run. Compare five extractive…
Choose a context budget before an agent run. Compare five extractive compilation budgets with token estimates and source coverage. Price basis: five compiler runs, the comparison table and the receipt digest. Uses caller-supplied documents; no answer generation, factual verification or guaranteed token-billing savings.
Input
Sample response
Published by the provider. Your run returns a fresh response.
response11 keys
boundaries1 item
0"Five deterministic compilations of the same supplied documents; …"
clientRequestId"req_budget_ladder_001"
comparison1 item
0{ compiledEstimatedTokens, includedPassageIds, outputHash, … }6 keys
compiledContextStoredfalse
economicBasis4 keys
componentOfferId"context-compression"
componentPriceBaseUnits"1000"
componentRuns5
priceBaseUnits"5000"
inputDigest"sha256:971bb547c8bbfb88e93cc4cd3644b476a589a60341671fe06aeee0242…"
offerId"context-budget-ladder"
receiptDigest"sha256:69cde9faca3b195bc8a1c465ce0b5309aec342e1e276bbba8b8965da4…"
runs1 item
0{ contextPack, tokenBudget }2 keys
sourceTextStoredfalse
version"0.1"
responseobject, 11 keysYour agent can do this on its own
Add the MCP URL in Claude Code, Cursor or Codex. Your agent can run Tools within its spending limits, or ask for approval each time. Connect your agent
Connect your agent
Add one MCP URL and your agent can find and run this tool within its spending limits. Choose “Ask each time” if you want to approve every Call.
MCP URL
https://app.aecon.ai/mcpTerminalbash
In Claude Code, open /mcp, select agentic-economy, then choose Authenticate.
Track record
- Paid calls, last 30 days
- 2
- Buyers, last 30 days
- 2
- Last paid call
Reported by the x402 directory.