tokencast

Item: tokencast
Rating: 73
Author: M8ven

Pre-execution cost estimation for LLM agent workflows, providing cost estimates before running tasks and improving accuracy over time through calibration.

→ krulewis/tokencast · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configTOKENCOSTSCOPE_CONTINUATION_MAX_AGE_HOURS

configTOKENCAST_TELEMETRY— Set =0 in your environment

configTOKENCAST_MAX_PLAN

configTOKENCAST_NO_CTA

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/krulewis-tokencast-13otu0)](https://m8ven.ai/mcp/krulewis-tokencast-13otu0)

commit: f06e2253d74a50a24eb03e7d1537d655ac0f1592

code hash: bc091bb61dd68f72bfa579961359250f591d2222a471a10cdf508e2e3446f51b

verified: 7/23/2026, 9:12:05 AM

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