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Verbatim

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Search academic papers and ask research questions with verbatim, cited answers from document collections like the ACL Anthology.

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Описание

Search academic papers and ask research questions with verbatim, cited answers from document collections like the ACL Anthology.

README

An MCP (Model Context Protocol) server for Verbatim — a platform of specialized document collections that returns verbatim, cited answers. ACL Anthology is the default collection; pass collection_ids=[...] to scope to a different collection or query multiple.

Features

  • Search papers by keywords, authors, venues, and years
  • Ask research questions and get answers with verbatim citations
  • Get paper metadata and full content
  • Export citations in BibTeX format
  • Browse collections, authors, venues, and years
  • Collection-aware — all tools accept an optional collection_ids list (default ["anthology"])

Quick Start

Step 1: Get an API Key

  1. Go to verbatim.krlabs.eu
  2. Sign up / Log in
  3. Navigate to API Keys
  4. Create a new API key and copy it

Step 2: Set up the MCP server

Choose the setup that matches your environment:


Setup for Claude Code (CLI)

Option A: Using uvx (no install needed, requires uv)

claude mcp add verbatim --transport stdio \
  -e VERBATIM_API_KEY=vb_your_key_here \
  -- uvx verbatim-mcp

Option B: Using pip (works everywhere)

pip install verbatim-mcp

claude mcp add verbatim --transport stdio \
  -e VERBATIM_API_KEY=vb_your_key_here \
  -- verbatim-mcp

Option C: Config file

Add to ~/.claude.json or your project's .mcp.json:

{
  "mcpServers": {
    "verbatim": {
      "type": "stdio",
      "command": "verbatim-mcp",
      "args": [],
      "env": {
        "VERBATIM_API_KEY": "vb_your_key_here"
      }
    }
  }
}

Then restart Claude Code or run /mcp to verify.


Setup for Claude Desktop App

Edit your Claude Desktop config file:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "verbatim": {
      "command": "uvx",
      "args": ["verbatim-mcp"],
      "env": {
        "VERBATIM_API_KEY": "vb_your_key_here"
      }
    }
  }
}

Restart Claude Desktop. You should see "verbatim" in the tools menu (hammer icon).


Setup for OpenAI Codex

Option A: Via CLI

codex mcp add verbatim \
  -e VERBATIM_API_KEY=vb_your_key_here \
  -- uvx verbatim-mcp

Option B: Via config file

Edit ~/.codex/config.toml:

[mcp_servers.verbatim]
command = "uvx"
args = ["verbatim-mcp"]

[mcp_servers.verbatim.env]
VERBATIM_API_KEY = "vb_your_key_here"

Then restart Codex or run /mcp to verify.


Setup for Cursor / VS Code with Continue

For Cursor or Continue.dev extension, add to your config:

{
  "mcpServers": {
    "verbatim": {
      "command": "uvx",
      "args": ["verbatim-mcp"],
      "env": {
        "VERBATIM_API_KEY": "vb_your_key_here"
      }
    }
  }
}

Verify It's Working

In Claude Code, run:

/mcp

You should see verbatim listed with its tools.

Try asking Claude:

"Use verbatim to search for papers about attention mechanisms"


Available Tools

Every collection-aware tool accepts an optional collection_ids: list[str] parameter (default ["anthology"]). verbatim_transform is collection-agnostic — you supply the context.

Tool Description
list_collections List collections available to your API key
get_collection Get metadata for a single collection
query_rag Ask a research question, get an answer with citations
verbatim_transform Turn any question + context into a verbatim cited answer (no collection)
search_papers Search papers by keywords and filters. Pass include_chunks=true to also get the matched chunks per paper (no LLM, no quota)
get_paper Get metadata for a specific paper
get_paper_content Get full text of a paper
get_citation Get BibTeX citation
list_authors Search authors by name
list_venues Browse publication venues
list_booktitles Browse proceedings/booktitles
list_years List available publication years

Example Prompts

Once configured, try these with Claude:

  • "Search for papers about transformer efficiency from 2023"
  • "What does the research say about attention mechanisms?"
  • "Find papers by Ashish Vaswani"
  • "Get the BibTeX citation for that paper"
  • "List the top venues in the corpus"

Environment Variables

Variable Description Default
VERBATIM_API_KEY Your API key (required) -
VERBATIM_API_URL API base URL https://verbatim.krlabs.eu

Troubleshooting

"Failed to reconnect to verbatim"

  • If using uvx, make sure uv is installed: curl -LsSf https://astral.sh/uv/install.sh | sh
  • Alternatively, use pip instead: pip install verbatim-mcp and replace uvx verbatim-mcp with just verbatim-mcp in your config

"VERBATIM_API_KEY environment variable is required"

  • Make sure you added the -e flag or env block with your API key

Server not showing in /mcp

  • Restart Claude Code: claude (exit and reopen)
  • Check config syntax: claude mcp list

"API error (401): Unauthorized"

"API error (429): Rate limit"


Compatibility

MCP (Model Context Protocol) is supported by:

  • Claude Code (CLI) - ~/.claude.json
  • Claude Desktop App - claude_desktop_config.json
  • OpenAI Codex - ~/.codex/config.toml
  • Cursor - built-in MCP support
  • Continue.dev - VS Code/JetBrains extension

License

MIT License - see LICENSE for details.

Links

from github.com/KRLabsOrg/verbatim-mcp

Установка Verbatim

У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.

▸ github.com/KRLabsOrg/verbatim-mcp

FAQ

Verbatim MCP бесплатный?

Да, Verbatim MCP бесплатный — установка в пару кликов через Unyly без оплаты.

Нужен ли API-ключ для Verbatim?

Нет, Verbatim работает без API-ключей и переменных окружения.

Verbatim — hosted или self-hosted?

Доступен hosted-вариант: Unyly запускает сервер в облаке, локальная установка не обязательна.

Как установить Verbatim в Claude Desktop, Claude Code или Cursor?

Открой Verbatim на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.

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