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Chroma MCP Server
The Chroma MCP Server is a model context protocol server designed for the Chroma vector database, aiming to provide persistent working memory functions for AI-assisted development, supporting cross-session context storage and semantic retrieval.
Python
9.7K
2.5 points
D
Docs MCP
An efficient document search and reference MCP server that supports full - text retrieval, semantic search, and paginated browsing of user - defined documents.
Python
5.1K
2.5 points
Pdfsearch Zed
Zed's PDF semantic search extension, integrating an AI assistant to enhance document processing capabilities
Python
7.4K
2.5 points
Lupuletic Onyx MCP Server
The Onyx MCP Server is a Model Context Protocol server that seamlessly connects the Onyx AI knowledge base with MCP - compatible clients, providing semantic search, context retrieval, and chat integration functions.
TypeScript
8.5K
2 points
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
7.6K
2 points
MCP Codebase Rag
A code semantic search MCP server based on PostgreSQL and Voyage embedding model, providing code snippet search, file list, and content retrieval functions
Python
3.4K
2.5 points
MCP Brain Server
Brain Server is a knowledge embedding and vector search service based on the MCP protocol, providing high-quality text vectorization, semantic search, and knowledge management functions, supporting multiple embedding models and Docker deployment.
TypeScript
8.1K
2 points
Hexdocs MCP Server
An MCP protocol server based on TypeScript that provides semantic search functionality for Hex package documentation and can be seamlessly integrated with AI tools.
TypeScript
7.7K
2 points
Featured MCP Services
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.
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Notion Api MCP
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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.
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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.
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Duckduckgo MCP Server
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The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
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Unity
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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.
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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.
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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.
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Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
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