広告掲載
MCP.so
ログイン

Colpali MCP Server - Python

@camillebrl

リポジトリ

基本情報

カテゴリ

その他

ライセンス

MIT license

トランスポート

stdio

作者

camillebrl

Colpali MCP Server - Python について

mcp server for Colpali (text-rich images) retrieval

Colpali MCP Server - Python の設定

標準の設定はありません

このサーバーの README には解析可能な MCP 設定ブロックが含まれていません。インストール手順はリポジトリをご確認ください。

リポジトリ

Colpali MCP Server - Python のツール

ツール一覧はまだありません

この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

What is Colpali MCP Server - Python?

Colpali MCP Server - Python is an MCP server for semantic image retrieval using ColPali and Elasticsearch. It indexes images or PDF pages and enables natural language search queries against the indexed content.

How to use Colpali MCP Server - Python?

Install by cloning the repository and running make install. Configure the server in your MCP client's mcp.json with the path to start_server.sh and environment variables for Elasticsearch (ES_HOST, ES_USER, ES_PASSWORD). The server exposes four tools: search_images, index_image, get_index_stats, and clear_index.

Key features of Colpali MCP Server - Python

  • Semantic image search using natural language queries
  • Automatic indexing of images and PDFs
  • Multimodal embeddings combining vision and language (ColPali)
  • Scalable storage with Elasticsearch
  • Standard MCP API compatible with any MCP client

Use cases of Colpali MCP Server - Python

  • Search for diagrams or schemas in a document database
  • Index and retrieve screenshots by textual description
  • Enable multimodal search across PDF archives
  • Build AI‑powered image retrieval systems for RAG workflows

よくある質問

1

What dependencies are required?

Python 3.10+, Elasticsearch 8.0+, and a GPU is recommended for ColPali (though it also works on CPU).

2

Where are the image embeddings stored?

Embeddings and metadata are stored in Elasticsearch, accessed via the configured `ES_HOST`, `ES_USER`, and `ES_PASSWORD`.

3

How are images indexed?

Use the `index_image` tool to index images one by one (batch size of 1). PDFs can be indexed page by page by calling the tool for each page.

4

Is the clear_index tool reversible?

No, `clear_index` is irreversible and permanently removes all indexed data.

5

How is authentication handled?

Authentication is via the `ES_USER` and `ES_PASSWORD` environment variables passed to the server at startup.

コメント

「その他」の他のコンテンツ

The Living Bread

The Living Bread

A free remote MCP server for The Living Bread. Bible passages read word for word from a stored public domain text with an evidence label, keyword search and cross references, real churches, gatherings and prayer groups w

EverArt

modelcontextprotocol

Model Context Protocol Servers

88.1K

Senso MCP for Joomla

sensomedia

Senso MCP turns a Joomla 5 or 6 site into a remote MCP server. It runs inside Joomla itself (no extra server, no Node.js bridge) and is secured with OAuth 2.1 and Joomla's own ACL. The free pack lets an AI assistant crea

MaxKB

1Panel-dev

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

22.0K

Glasswarp

Glasswarp

See and control a real Windows PC you own — from any MCP client, locally or remotely. Observe (UIA + screenshots), click/type/drag/scroll, launch apps, owner Live View. BYOH: your machine, your key.

広告掲載