Document Indexing

# Document Indexing

J
Jekyll MCP Server
An MCP server for indexing and searching Jekyll blog content, supporting AI assistants to query blog articles by keywords, categories, tags, etc., and providing functions such as draft duplicate checking and category statistics.
Python
7.7K
2 points
R
Rag Vault
RAG Vault is a locally prioritized document retrieval augmented generation tool that provides AI assistants with quick access to private documents through the MCP protocol. It supports multiple file formats, performs indexing and searching locally, ensures data privacy, and offers hybrid search, a Web interface, and a remote server mode.
TypeScript
4.8K
2 points
A
Antdv MCP
An MCP server for Ant Design Vue documentation, providing component API query and full - text search functions, supporting v3 and v4 versions.
TypeScript
3.4K
2 points
D
Documentation Management System
A document indexing system based on PostgreSQL and pgvector, supporting AI - driven semantic search, including functions for crawling, processing, and querying documents.
TypeScript
10.1K
2.5 points
D
Document MCP
The MCP Document Indexer is a Python - based local document indexing and search server that uses the LanceDB vector database and a local LLM (through Ollama) to implement real - time monitoring, multi - format document processing, and semantic search, and provides tools for AI assistants such as Claude through the Model Context Protocol (MCP).
Python
6.1K
2.5 points
E
Elasticsearch MCP Server
An implementation of the MCP Server for Elasticsearch/OpenSearch, providing document search, index analysis, and cluster management functions.
Python
10.6K
3 points

Featured MCP Services

M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
34.6K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
20.5K
4.5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
24.7K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
72.7K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
32.6K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
63.9K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
22.1K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
48.5K
4.8 points
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