# Model Interaction

M
MCP Framework
The MCP development framework is a powerful framework for creating custom tools to interact with large language models. It provides functions such as file processing and web content retrieval, supports multiple formats such as PDF, Word, and Excel, and has technical features such as intelligent recognition, efficient processing, and memory optimization.
Python
4.1K
2.5 points
M
MCP SERVER FROM SCRATCH USING PYTHON
This project is an open-source project that builds an MCP (Model Context Protocol) server from scratch using Python. It supports custom packet handling, context management, and basic model integration, aiming to achieve efficient server interaction and communication.
Python
3.8K
2 points
W
Whoop
The Whoop MCP server is a Python service that provides access to the Whoop API, supporting queries for health data and interaction with language models.
Python
3.7K
2.5 points
C
Chatgpt MCP Server
An MCP server designed for ChatGPT's memory function, supporting memory data sharing with other models. Requires environment configuration and application linking for use.
Python
3.9K
2 points
A
Ashra MCP
Ashra MCP is a model context protocol server designed for Ashra, supporting configuration and invocation through the Claude client.
TypeScript
3.7K
2 points
M
MCP Rag
The project aims to connect RAG applications to open-webui through the MCP protocol to achieve model context interaction, including basic PoC verification, knowledge base integration, and client docking.
Python
3.8K
2.5 points
G
Google Docs MCP Server
An MCP server based on the Google Docs API that supports language models to create, search, append, and update Google documents.
TypeScript
3.8K
2.5 points
X
Xk6 MCP
xk6-mcp is a k6 extension for testing Model Context Protocol (MCP) servers, supporting interaction with MCP servers via stdio or SSE transmissions.
Go
4.2K
2.5 points
M
MCP Typed Prompts
The MCP Python SDK is a Python development toolkit that implements the Model Context Protocol (MCP), allowing developers to build standardized MCP servers and clients to provide context data, tools, and interaction templates for LLM applications.
Python
4.0K
2.5 points
L
Laravel MCP
Laravel MCP is a Laravel package that implements the Model Context Protocol (MCP), providing a standardized communication interface between Laravel applications and AI assistants.
php
4.1K
2.5 points
T
Tess MCP Server
This project is a command - line interface (CLI) tool that integrates Arcee AI, TESS, and MCP services. It adopts the Clean Architecture and DDD design principles to provide an abstract layer for unified access to multiple artificial intelligence services.
JavaScript
3.8K
2 points
I
Iterm Terminal
An MCP server that provides model access to iTerm sessions, supporting efficient viewing of terminal output and full control.
TypeScript
3.8K
2 points
M
MCP Kafka
mcp-kafka is a Kafka server implementation based on the Model Context Protocol (MCP), supporting interaction with Kafka ecosystem tools, including Kafka Connect, Burrow, and Cruise Control.
Python
4.0K
2 points
S
Shreyaskarnik Huggingface MCP Server
The Hugging Face MCP Server is a model context protocol service that provides read-only access to the Hugging Face Hub API, enabling LLMs like Claude to interact with Hugging Face's models, datasets, spaces, papers, and collections.
Python
3.7K
2 points
I
Iterm MCP
iTerm-MCP is a server that provides model access for iTerm sessions, supporting efficient viewing of terminal output and full control.
TypeScript
5.1K
4 points
I
Ida MCP Server
The IDA MCP Server is a model context protocol server for IDA interaction and automation, providing tools for reading the IDA database through large language models.
Python
4.6K
0 points
A
Akave MCP
The Akave MCP Server is a tool that enables interaction between AI models and Akave S3-compatible storage. It provides a standardized protocol to connect AI models with data sources, supports bucket and object management, signed URL generation, and other functions, and is compatible with Claude and local LLMs.
TypeScript
3.1K
2 points
M
MCP Server Memory
An AI memory storage server based on knowledge graphs, providing persistent memory functions across interactions for AI models.
TypeScript
3.6K
2 points
M
MCP Ipfs Server
The MCP Server is an interaction system based on the Model Context Protocol standard, combining IPFS distributed storage and Claude AI processing capabilities to achieve efficient interaction between models, agents, and contextual data.
TypeScript
3.9K
2.5 points
H
Hs MCP
A Model Context Protocol (MCP) implementation in Haskell, supporting interaction with clients such as Claude through StdIO and JSON-RPC, and providing resource, tool, and prompt management functions.
3.9K
2.5 points
U
Unsplash MCP Server
MCP server development guide, introducing how to build a standardized communication protocol server for large language models (LLMs), including core architecture, function implementation, and example code.
TypeScript
3.9K
2 points
O
Openapi Schema
An MCP server that provides OpenAPI specification interaction services for large language models, supporting loading, exploring, and querying API structures
3.7K
2.5 points
M
MCP Vsepgt Server
The MCP server project of VseGPT provides a standardized protocol for interaction between the language model and external services.
Python
3.7K
2.5 points
A
Allaboutai YT MCP Servers
This project provides MCP servers for integrating OpenAI's o1 model and Flux capabilities, supporting model interaction and image processing functions.
TypeScript
3.7K
2 points
M
MCP (model Context Protocol) Rst
The Model Context Protocol (MCP) is a standardized protocol introduced by Anthropic for the interaction between large language models (LLMs) and external tools and functions, as well as for injecting context into LLMs. It enables models to request real-time information, perform operations in external systems, access professional knowledge bases, and interact with APIs and services. The MCP is similar to a USB hub, serving as a standard interface that reduces the risk of API changes because each MCP server is maintained by its own company, and users only need to integrate it. The MCP server provides three functions: tools, resources, and prompts.
JavaScript
3.8K
2 points
M
Master MCP Server
The AI MCP server is a bridge connecting AI models and computer systems, supporting system command execution, file operations, program control, and inter - model communication. It provides automated installation and the ability to integrate multiple AI models.
Python
3.6K
2 points
M
MCP Server 6zn
MCP is a standardized protocol for interaction between AI models and applications, supporting tool invocation, resource management, and real-time data transfer.
JavaScript
3.7K
2 points
M
MCP Framework
The MCP Development Framework is a powerful toolset for interacting with large language models, providing functions such as file processing (PDF/Word/Excel) and web content retrieval. It supports Cursor IDE extension and has technical features such as intelligent file identification, efficient processing, and memory optimization.
Python
3.7K
2.5 points
Featured MCP Services
C
Context7
Context7 MCPは、AIプログラミングアシスタントにリアルタイムのバージョン固有のドキュメントとコード例を提供するサービスで、Model Context Protocolを通じてプロンプトに直接統合され、LLMが古い情報を使用する問題を解決します。
TypeScript
5.2K
4.7 points
G
Gmail MCP Server
Claude Desktop用に設計されたGmail自動認証MCPサーバーで、自然言語でのやり取りによるGmailの管理をサポートし、メール送信、ラベル管理、一括操作などの完全な機能を備えています。
TypeScript
296
4.5 points
E
Edgeone Pages MCP Server
EdgeOne Pages MCPは、MCPプロトコルを通じてHTMLコンテンツをEdgeOne Pagesに迅速にデプロイし、公開URLを取得するサービスです。
TypeScript
267
4.8 points
B
Baidu Map
Certified
百度マップMCPサーバーは国内初のMCPプロトコルに対応した地図サービスで、地理コーディング、ルート計画など10個の標準化されたAPIインターフェースを提供し、PythonとTypescriptでの迅速な接続をサポートし、エージェントに地図関連の機能を実現させます。
Python
719
4.5 points
G
Gitlab MCP Server
Certified
GitLab MCPサーバーは、Model Context Protocolに基づくプロジェクトで、GitLabアカウントとのやり取りに必要な包括的なツールセットを提供します。コードレビュー、マージリクエスト管理、CI/CD設定などの機能が含まれます。
TypeScript
87
4.3 points
U
Unity
Certified
UnityMCPはUnityエディターのプラグインで、モデルコンテキストプロトコル (MCP) を実装し、UnityとAIアシスタントのシームレスな統合を提供します。リアルタイムの状態監視、リモートコマンドの実行、ログ機能が含まれます。
C#
559
5 points
M
Magic MCP
Magic Component Platform (MCP) はAI駆動のUIコンポーネント生成ツールで、自然言語での記述を通じて、開発者が迅速に現代的なUIコンポーネントを作成するのを支援し、複数のIDEとの統合をサポートします。
JavaScript
1.7K
5 points
S
Sequential Thinking MCP Server
MCPプロトコルに基づく構造化思考サーバーで、思考段階を定義することで複雑な問題を分解し要約を生成するのに役立ちます。
Python
290
4.5 points
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