# Document search

G
Git Spice Documentation Search
An MCP server implementation that provides git-spice document search functionality for the Cursor IDE
TypeScript
3.8K
2.5 points
P
Pinecone MCP
The Pinecone Developer MCP Server is a service based on the Model Context Protocol standard, aiming to connect AI tools with Pinecone projects, providing functions such as document search, index configuration, code generation, and data operation.
TypeScript
3.6K
2.5 points
M
MCP Plugable Document Server
A document search and retrieval server based on the Model Context Protocol (MCP), supporting local storage and Confluence integration, providing semantic search functionality, and allowing for the expansion of multiple document services.
TypeScript
3.6K
2 points
D
Docs MCP Server Xir
A service for searching and reading Markdown or text file documents via the Model Context Protocol (MCP), which needs to run in the Deno environment.
TypeScript
3.7K
2 points
M
My Docs MCP Server
A full-text retrieval server for Markdown documents based on the MCP protocol, supporting Japanese chunk retrieval and file content access
TypeScript
3.5K
2 points
M
MCP Usecase
Quick-start Auto MCP is a tool that helps users quickly register the Anthropic Model Context Protocol (MCP) in Claude Desktop and Cursor. It provides functions such as RAG document search, Dify workflow, real-time web search, and supports one-click generation of JSON configuration files.
Python
4.0K
3 points
S
Shopify Dev
Certified
Shopify Development MCP Server project, providing document search and GraphQL tool support
TypeScript
4.2K
3.5 points
D
Documentation MCP
An MCP server project that enables Claude to directly access the documentation of popular libraries such as LangChain, LlamaIndex, and OpenAI, search through the Serper API and parse content using BeautifulSoup to enhance the AI's context understanding ability.
Python
3.4K
2.5 points
P
Pinecone Vector Db MCP Server
This project implements an MCP server based on the Pinecone vector database, supporting read and write operations on vector data, capable of processing PDF and Confluence data, and providing functions such as document search, vector addition, bulk processing, and data deletion.
TypeScript
4.0K
2 points
M
MCP Starter
The MCP startup project is an AI application development framework that includes a Python server - side and a TypeScript client - side, supporting the interaction between AI models and external tools/APIs, and providing functions such as document search and conversation management.
JavaScript
3.5K
2 points
M
Miden MCP
This project implements an MCP server that interacts with Miden developer tools, provides developer documentation search functions, is built based on the MCP SDK, and uses the MIT license.
TypeScript
3.5K
2 points
C
Cr7258 Elasticsearch MCP Server
Implementation of the Elasticsearch MCP server, providing index operations, document search, and cluster management functions, supporting interaction with Elasticsearch through natural language.
Python
3.7K
2 points
A
Aldrin Labs Metaplex MCP Server
An MCP protocol server for accessing Metaplex documentation and repository information
TypeScript
3.4K
2 points
D
Docs MCP
A flexible MCP server based on Probe for making documents or codebases searchable by AI assistants.
JavaScript
3.5K
2.5 points
H
Hexdocs
An unofficial experimental MCP service for HexDocs, based on the search API, providing document search functionality for AI agents such as Claude or Cursor.
TypeScript
3.6K
2.5 points
Featured MCP Services
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
833
4.3 points
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
1.7K
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
146
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
93
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#
569
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
6.7K
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
285
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
757
4.8 points
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