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Literature Review Council MCP Server

local only

Literature Review Council runs on your own machine — the client starts it, so there is no endpoint to ping. 69 installs a week from pypi. Last commit 23 Jun 2026.

Multi-agent literature review: research, peer review, and synthesize grounded reports.

Installs per day peak 45 · avg 17 · -56% w/w
a month agotoday
69
Installs / week
pypi · lit-review-council
0
Stars
0 open issues
23 Jun 2026
Last commit
0 releases in 90 days
License
Python

What the code does

We read the source, 19 h ago · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

        topic_path = os.path.join(output_dir, f"{slug}.md")

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add lit-review-council -- uvx lit-review-council
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "lit-review-council": {
      "args": [
        "lit-review-council"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.lit-review-council]
command = "uvx"
args = ["lit-review-council"]
.cursor/mcp.json
{
  "mcpServers": {
    "lit-review-council": {
      "args": [
        "lit-review-council"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "lit-review-council": {
      "args": [
        "lit-review-council"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: OPENROUTER_API_KEY (OpenRouter API key for LLM access), GITHUB_TOKEN (GitHub personal access token for practitioner track searches), TAVILY_API_KEY (Tavily API key for web search), OPENALEX_API_KEY (OpenAlex API key for academic search), ENG_MODEL (Model for engineer agents (default: openrouter/moonshotai/kimi-k2.6)), RESEARCH_MODEL (Model for research agents (default: openrouter/z-ai/glm-5.1)), JUDGE_MODEL (Model for reviewer/synthesis agents (default: openrouter/deepseek/deepseek-v4-pro)). The author declared them in the registry entry; get the values from the project itself.

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Literature Review Council — questions

Answers built from our own checks of this server.

Why is there no uptime for Literature Review Council?
Literature Review Council runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package lit-review-council was installed 69 times last week.
How do I connect Literature Review Council?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls lit-review-council straight from pypi; nothing to host, nothing to sign up for.
How many people use Literature Review Council?
The pypi package lit-review-council was installed 69 times in the last week. Week over week that is -56%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Literature Review Council open source?
We cannot say either way: written in Python and 0 stars on GitHub, but we could not determine the licence, and without one the code is not open source by default.