cd /news/ai-tools/three-ws-tutor-io-github-nirholas-tu… · home topics ai-tools article
[ARTICLE · art-103653] src=mcpindex.ai ↗ pub= topic=ai-tools verified=true sentiment=· neutral

three.ws Tutor (io.github.nirholas/tutor-mcp@0.1.1)

Three.ws Tutor (io.github.nirholas/tutor-mcp@0.1.1), a Pay-As-You-Learn tutoring session tool that reads itemized tabs and closes them for attested invoices, was published to the official MCP registry on 2026-08-19 and is distributed as @three-ws/tutor-mcp on npm. The mcpindex gate pins the server's tool contracts and holds calls when contracts drift, and a semantic screen found no manipulation pattern in the description, though the deterministic conformance probe has not yet run.

read3 min views4 publishedAug 19, 2026
three.ws Tutor (io.github.nirholas/tutor-mcp@0.1.1)
Image: Mcpindex (auto-discovered)

← Index

Read a Pay-As-You-Learn tutoring session's itemized tab and close it for an attested invoice.

The current version, v0.1.1, was published to the official MCP registry on 2026-08-19. It is distributed as @three-ws/tutor-mcp on npm, filed under Other by this index, and declares 2 environment variables. Removals and unreachable sources are measured across every server this index tracks, contract drift across the servers that answer in consecutive snapshots; the index's current counts put this record in context.

Using three.ws Tutor in Claude, Cursor, Gemini CLI, Cline, or Zed? #

MCP tool contracts can change remotely with no version bump. The mcpindex gate pins each contract and HOLDs the call when it drifts-before your agent acts. Zero credentials. This is not the package install for this server itself (use Install this server for that).

Rewrites your MCP host config so each server launches behind the gate. Inspect first: curl -fsSL https://mcpindex.ai/install.sh | less

uv tool install mcpindex-gate && mcpindex-config-wire

method

Semantic screen found no manipulation pattern in the description. Conformance probe not yet run.

mcpindex.integrity.description

passINFOevidence“Declared capability, no hidden instructions”via static_description

    • Semantic screen only - the deterministic conformance probe has not run on this server
    • Confidence is reported but not yet calibrated (v1)
    • Screen reads the tool description, not the live behavior
    • advisory
    • registry description only no input schema
    • screen model 8b
    • Still current: the description we screened is unchanged, re-checked against the registry
    • The registry listing (version, packages, links) changed after this screen ran - the description we assessed did not

Semantic screen: an LLM judge reads the tool description for hidden instructions (status PARTIAL). A pass means the description is not lying, not that the tool is safe: a high-capability tool with an honest description still warrants caution. The deterministic conformance probe has not been run on this server yet, so the screen here is semantic-only. Posture: advisory. Confidences are reported but not yet calibrated (calibrated=false at v1). Full verdict history is not shown on this page.

Own this server? Screen its description →

That verdict was true at screening time (snapshot 2026-08-19). #

Contracts can change after screening, with no version bump. The gate pins three.ws Tutor’s tool contracts on first sight and holds any silent change before your agent acts - the check that keeps being true on Tuesday.

See your first HOLD in 2 minutes →

Related: how to trust an MCP server · screen before install · silent contract drift

People vet a server before wiring it in. One line on your project site or docs answers that with an independent record: screening verdict, registry provenance, contract drift history. It stays current as new screens and drift events land.

[Independent trust record for three.ws Tutor](https://mcpindex.ai/server/io-github-nirholas-tutor-mcp) - screening verdict, registry provenance, and contract drift monitoring.
<a href="https://mcpindex.ai/server/io-github-nirholas-tutor-mcp">Independent trust record for three.ws Tutor</a> - screening verdict, registry provenance, and contract drift monitoring.

A live verdict badge for your README or listing. It reflects the current screen, links back here, and updates when the verdict does.

[![mcpindex](https://mcpindex.ai/api/v1/badge/io-github-nirholas-tutor-mcp)](https://mcpindex.ai/server/io-github-nirholas-tutor-mcp)
<a href="https://mcpindex.ai/server/io-github-nirholas-tutor-mcp"><img src="https://mcpindex.ai/api/v1/badge/io-github-nirholas-tutor-mcp" alt="mcpindex verdict" height="20" /></a>

THREE_WS_BASE

Base URL of the three.ws API that serves the tutor session endpoint. Override only when self-hosting or targeting a preview deployment.

THREE_WS_TIMEOUT_MS

Per-request timeout in milliseconds for the tutor session reads and the close call.

methodology

ConnectMachineai.connectmachine/connectmachine

Manage your ConnectMachine contacts, networks, events, and digital business cards.

DABLOCK AI Visibility Indexai.dablock/visibility-index

Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.

Universal Blockchain MCPio.github.nirholas/universal-crypto-mcp

Universal blockchain MCP - swaps bridges staking lending Ethereum Arbitrum

── more in #ai-tools 4 stories · sorted by recency
── more on @three.ws tutor 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/three-ws-tutor-io-gi…] indexed:0 read:3min 2026-08-19 ·