🚀 The fast, Pythonic way to build MCP servers and clients
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Aug 19, 2025 - Python
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model-context-protocol
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This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
javascript python java typescript csharp model mcp javascript-applications model-context-protocol mcp-server modelcontextprotocol mcp-client mcp-security
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Aug 19, 2025 - Python
The most reliable AI agent framework that supports MCP.
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Aug 17, 2025 - Python
mcp-use is the easiest way to interact with mcp servers with custom agents
python agent ai mcp agents model-context-protocol mcp-client model-context-protocol-client model-context-protocol-sdk
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Aug 19, 2025 - Python
A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
python docker kubernetes devops jwt tools ai api-gateway mcp gateway asyncio federation agents observability authentication-middleware fastapi prompt-engineering generative-ai llm-agents model-context-protocol
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Aug 19, 2025 - Python
The Simple Agent Development Kit.
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Aug 12, 2025 - Python
On-premises conversational RAG with configurable containers
docker ai docker-compose mcp claude huggingface sentence-transformers qdrant langchain ollama custom-gpts model-context-protocol
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Aug 13, 2025 - Python
A middleware to provide an openAI compatible endpoint that can call MCP tools
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Aug 11, 2025 - Python
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
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Jun 5, 2025 - Python
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
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Aug 5, 2025 - Python
🧩 a self-hosted server tracking what you read/watch/listen/play, powering a global distributed community federating via ActivityPub and (a bit of) ATProto.
music games movies books social-network goodreads podcasts mastodon douban letterboxd tv-shows activitypub fediverse bluesky atproto threads-net neodb model-context-protocol mcp-server
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Aug 19, 2025 - Python
A simple CLI to run LLM prompt and implement MCP client.
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May 1, 2025 - Python
Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications
server knowledge code memory mcp localstorage semantic-search remotestorage-server claude tag-based time-based vector-database chromadb chroma-db model-context-protocol sqlite-vec mcp-server claude-code vector-storage
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Aug 19, 2025 - Python
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server
gsuite ai mcp gmail google-drive google-sheets workspace google-calendar google-docs google-tasks google-forms g-suite google-chat google-workspace llm llm-tools model-context-protocol mcp-server model-context-protocol-servers model-context-protocol-server
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Aug 19, 2025 - Python
Official python implementation of the UTCP
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Aug 19, 2025 - Python
A MCP (Model Context Protocol) server for interacting with dbt.
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Aug 20, 2025 - Python
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
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Jan 26, 2025 - Python
BioMCP: Biomedical Model Context Protocol
bioinformatics ai genomics mcp pubmed pubmed-central medical clinical-trials llm model-context-protocol mcp-server
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Aug 13, 2025 - Python
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.
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Aug 6, 2025 - Python
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