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ConvergeQA Reviews (Critique & Iterate) MCP server

by convergeqa·io.github.convergeqa/reviews·v0.2.0

Multi-model Critique and Iterate document reviews with public verification receipts.

B77/100grade B
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ConvergeQA Reviews (Critique & Iterate) tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings
  • Code scan10 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 76 days ago12/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 77/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How ConvergeQA Reviews (Critique & Iterate) compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
77/100
higher than 50% of 4,460 AI and agents servers

Install ConvergeQA Reviews (Critique & Iterate) in Claude Code, Cursor or VS Code

claude mcp add reviews -- uvx convergeqa-mcp
Add to Cursor

What the publisher says

From the ConvergeQA Reviews (Critique & Iterate) repository's README, as published. We do not edit it. Read it on GitHub

convergeqa-mcp

<!-- mcp-name: io.github.convergeqa/reviews --> <!-- mcp-name: io.github.convergeqa/compare -->

ConvergeQA is a multi-model document review system with public verification receipts. Its panels challenge thinking, surface disagreements, and document review evidence, while the responsible individual decides what to accept, reject, or revise.

This package exposes two stdio MCP servers:

  • convergeqa-mcp reviews (or convergeqa-mcp-reviews): Critique and Iterate review tools.
  • convergeqa-mcp compare (or convergeqa-mcp-compare): Compare due-diligence review tools.

Both servers delegate to the same CLI client contracts used by ConvergeQA agent tooling. Reviews consume paid credits. The servers read a ConvergeQA Developer API key or service-account key from environment variables at runtime, and the tool never stores keys.

Links

  • API keys: https://convergeqa.net/developers
  • Pricing and credits: https://convergeqa.net/pricing
  • Agent overview: https://convergeqa.net/agents
  • Trust: https://convergeqa.net/trust
  • LLM reference: https://convergeqa.net/llms.txt

Install

From PyPI:

uvx convergeqa-mcp reviews
uvx convergeqa-mcp compare
pipx run convergeqa-mcp reviews
pipx run convergeqa-mcp compare

Or directly from Git:

uvx --from git+https://github.com/convergeqa/convergeqa-mcp.git convergeqa-mcp-reviews
uvx --from git+https://github.com/convergeqa/convergeqa-mcp.git convergeqa-mcp-compare

Claude Code

Set CONVERGEQAAPIKEY or CONVERGEQASERVICEACCOUNT_KEY before starting your MCP client. The default key names are uppercase environment variables.

claude mcp add convergeqa-reviews --env CONVERGEQA_API_KEY=$CONVERGEQA_API_KEY -- uvx convergeqa-mcp reviews

Add Compare as a second server:

claude mcp add convergeqa-compare --env CONVERGEQA_API_KEY=$CONVERGEQA_API_KEY -- uvx convergeqa-mcp compare

Claude Desktop

Example claudedesktopconfig.json:

{
  "mcpServers": {
    "convergeqa-reviews": {
      "command": "uvx",
      "args": ["convergeqa-mcp", "reviews"],
      "env": {
        "CONVERGEQA_API_KEY": "${CONVERGEQA_API_KEY}"
      }
    },
    "convergeqa-compare": {
      "command": "uvx",
      "args": ["convergeqa-mcp", "compare"],
      "env": {
        "CONVERGEQA_API_KEY": "${CONVERGEQA_API_KEY}"
      }
    }
  }
}

If your MCP client does not expand environment placeholders, set the key in the client environment by the method that client supports.

Other MCP Clients

These are standard stdio JSON-RPC MCP servers, so any MCP-capable client can run them: Codex CLI, OpenCode, Cursor, OpenClaw, Hermes Agent, and others. The pattern is always the same: launch the command, pass the API key in the environment.

Codex CLI (~/.codex/config.toml):

[mcp_servers.convergeqa-reviews]
command = "uvx"
args = ["convergeqa-mcp", "reviews"]
env = { "CONVERGEQA_API_KEY" = "<your key>" }

[mcp_servers.convergeqa-compare]
command = "uvx"
args = ["convergeqa-mcp", "compare"]
env = { "CONVERGEQA_API_KEY" = "<your key>" }

For clients without a uvx runtime, install once with pipx install convergeqa-mcp and point the client at the installed convergeqa-mcp-reviews and convergeqa-mcp-compare commands. Python 3.10 or newer; no other runtime dependencies.

Tools

convergeqa-mcp reviews (16 tools):

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

ConvergeQA Reviews (Critique & Iterate): common questions

Is ConvergeQA Reviews (Critique & Iterate) MCP server safe?
Mostly: it is graded B (77/100). Read the ConvergeQA Reviews (Critique & Iterate) safety report
How do I install ConvergeQA Reviews (Critique & Iterate)?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does ConvergeQA Reviews (Critique & Iterate) need an API key?
Yes. The registry entry asks for CONVERGEQA_API_KEY, CONVERGEQA_SERVICE_ACCOUNT_KEY.
Is ConvergeQA Reviews (Critique & Iterate) maintained?
The last commit was 115 days ago (2026-07-12). The latest release is v0.2.0.
What can I use instead of ConvergeQA Reviews (Critique & Iterate)?
Servers from other publishers that do the same job: PaperBanana MCP server, OpenWorkProof MCP server and Spotifyscraper MCP server.

Alternatives to ConvergeQA Reviews (Critique & Iterate)

Same job from other publishers: the closest match first, then the best rated.

  • PaperBanana
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    A
  • OpenWorkProof
    Verifiable agent evidence; opt-in Codex guard and reference SOC alert review.
    A
  • Spotifyscraper
    Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
    B
  • Emilia Protocol
    Exact-action approval for consequential agent actions: request, track, and verify signed receipts.
    B
  • Agoragentic Agent OS MCP
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    B