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punkpeye/awesome-mcp-servers

Curated list of Model Context Protocol (MCP) servers for AI model interactions

82.3K
Active
MCP Servers
#mcp#ai-models#server-ecosystem

modelcontextprotocol/servers

MCP reference servers for secure LLM tool access

80.2K
Active
TypeScript
MCP Servers
#mcp#llm-integration#server-reference

infiniflow/ragflow

RAGFlow is an open-source RAG engine with agent capabilities for LLM context layering

74.2K
Active
Python
MCP Servers
Agents & Orchestration
Python
#ragflow#rag-engine#agent-ai

dair-ai/Prompt-Engineering-Guide

Comprehensive guide to prompt engineering, RAG, and AI agents for developers

71.1K
Active
MDX
Agents & Orchestration
RAG & Vector
#prompt-engineering#ai-agents#rag

pmndrs/zustand

State management for React with hooks, no providers needed

57.2K
Active
TypeScript
Component Libraries (React)
State Management
React
#react#state-management#hooks

thedotmack/claude-mem

Claude Code plugin for AI-powered code capture and context injection

33.0K
Active
TypeScript
Coding-specific agents
Desktop model runners
Claude
#claude-code#ai-coding-agents#local-ai-model-runners

Fission-AI/OpenSpec

Spec-driven development for AI coding assistants

27.8K
Active
TypeScript
Agent Coordination
#spec-driven-development#ai-coding-assistants#workflow-automation

gsd-build/get-shit-done

A lightweight and powerful system for meta-prompting, context engineering, and spec-driven development with AI tools like Claude Code and OpenCode.

24.8K
Active
JavaScript
Prompt Engineering
React
#claude-code#context-engineering#meta-prompting

PrefectHQ/fastmcp

FastMCP is a Pythonic framework for building MCP servers and clients, enabling LLMs to connect with tools and data.

23.4K
Active
Python
MCP Frameworks
Python
#mcp#llms#python

deepseek-ai/DeepSeek-OCR

DeepSeek-OCR for visual-text compression and OCR tasks

22.6K
Active
Python
Computer Vision
Inference
vLLM
#ocr#computer-vision#inference

modelcontextprotocol/python-sdk

Python SDK for Model Context Protocol (MCP) servers and clients

22.0K
Active
Python
MCP Frameworks
Model Context Protocol
#mcp#python-sdk#ai-protocol

go-chi/chi

Go HTTP router for building REST APIs

21.8K
Active
Go
Backend Frameworks
Go
#go#router#http

VectifyAI/PageIndex

A document indexing and retrieval system for large language models (LLMs) and reasoning-based RAG models.

20.5K
Active
Python
LLM Frameworks
Python
#llm#rag#retrieval

ruvnet/ruflo

A leading agent orchestration platform for Anthropic's Claude AI, enabling multi-agent workflows, distributed swarm intelligence, and conversational AI systems.

19.1K
Active
TypeScript
Agents & Orchestration
TypeScript
#agentic-ai#multi-agent#swarm-intelligence

humanlayer/12-factor-agents

A framework for building LLM-powered software that is production-ready and follows 12-factor principles.

18.5K
Stable
TypeScript
LLM Frameworks
TypeScript
#12-factor#agents#llms

BradyFU/Awesome-Multimodal-Large-Language-Models

A collection of multimodal large language models and their latest advances.

17.4K
Active
React
#large-language-models#multimodal-chain-of-thought#in-context-learning

langchain-ai/langchainjs

A TypeScript library for building context-aware reasoning applications using large language models.

17.1K
Active
TypeScript
LLM Frameworks
React
#llm#reasoning#context-aware

microsoft/mcp-for-beginners

Open-source curriculum for learning the Model Context Protocol (MCP) through cross-language examples.

14.8K
Active
Jupyter Notebook
MCP Frameworks
csharp
#mcp#mcp-client#mcp-server

vdumoulin/conv_arithmetic

Technical report on convolution arithmetic in deep learning

14.6K
Archived
TeX
React
#authentication#deep learning#arithmetic

kettanaito/naming-cheatsheet

Comprehensive language-agnostic guidelines on variables naming with the A/HC/LC pattern.

14.2K
Archived
Cheatsheets
React
#naming#naming-conventions#naming-pattern
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