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[ARTICLE · art-101957] src=mcpindex.ai ↗ pub= topic=ai-tools verified=true sentiment=· neutral

io.github.AceDataCloud/mcp-aichat (io.github.AceDataCloud/mcp-aichat@2026.8.18.2)

AceDataCloud released io.github.AceDataCloud/mcp-aichat v2026.8.18.2, an MCP server for AI dialogue using various LLM models, published to the official MCP registry on 2026-08-18 and distributed as mcp-aichat on PyPI and as a hosted remote over streamable-http. The mcpindex integrity screen found no malicious instructions in the description, but the deterministic conformance probe has not yet been run, and the screen is advisory with uncalibrated confidence.

read3 min views1 publishedAug 18, 2026
io.github.AceDataCloud/mcp-aichat (io.github.AceDataCloud/mcp-aichat@2026.8.18.2)
Image: Mcpindex (auto-discovered)

← Index

MCP server for AI dialogue using various LLM models via AceDataCloud

The current version, v2026.8.18.2, was published to the official MCP registry on 2026-08-18. It is distributed as mcp-aichat on PyPI and as a hosted remote over streamable-http, filed under AI & LLMs by this index, and declares one environment variable. 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 io.github.AceDataCloud/mcp-aichat 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“No malicious instructions found”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
    • 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 2026-08-18). #

Contracts can change after screening, with no version bump. The gate pins io.github.AceDataCloud/mcp-aichat’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 io.github.AceDataCloud/mcp-aichat](https://mcpindex.ai/server/io-github-acedatacloud-mcp-aichat) - screening verdict, registry provenance, and contract drift monitoring.
<a href="https://mcpindex.ai/server/io-github-acedatacloud-mcp-aichat">Independent trust record for io.github.AceDataCloud/mcp-aichat</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-acedatacloud-mcp-aichat)](https://mcpindex.ai/server/io-github-acedatacloud-mcp-aichat)
<a href="https://mcpindex.ai/server/io-github-acedatacloud-mcp-aichat"><img src="https://mcpindex.ai/api/v1/badge/io-github-acedatacloud-mcp-aichat" alt="mcpindex verdict" height="20" /></a>

ACEDATACLOUD_API_TOKEN

API token from Ace Data Cloud (https://platform.acedata.cloud)

methodology

GPT55 Model Gatewayxyz.558686.gpt55/token-gateway

Remote MCP gateway for GPT-5.6 Luna, Soul, Terra, and x402-paid agent tools with no API key.

Gemini FAFone.faf/gemini-faf-mcp

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.

io.github.AceDataCloud/mcp-soraio.github.AceDataCloud/mcp-sora

MCP server for OpenAI Sora AI video generation

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