eShopLite
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
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Omni Context
🧠 全域主动智能 AI 记忆操作系统 | 全栈 Cyberpunk Glassmorphism 设计 | 融合 GraphRAG 与向量检索的“第二大脑” (v3.0 Production Ready)
Fetch Agents
AI-powered code analysis and context optimization tools. Slim large code files to relevant sections (save 60-80% tokens), compress text, analyze conversations…
NeoCoder: Neo4j-Guided AI Coding Workflow
An MCP server allowing AI assistants to use a Neo4j knowledge graph as their primary, dynamic instruction manual and long term project memory with adaptive…
Model Context Protocol servers
A collection of reference MCP server implementations in TypeScript and Python, demonstrating MCP features and SDKs.
MCPunk (Roaming RAG)
Explore and understand codebases through conversation by breaking files into logical chunks for searching and querying without embeddings.
FHIR
An MCP server for interacting with FHIR (Fast Healthcare Interoperability Resources) servers, enabling access and search of healthcare data.
VectorMCP
A Ruby gem for building Model Context Protocol (MCP) servers to expose tools, resources, and prompts to LLM clients.
MCP Servers
A collection of reference implementations for the Model Context Protocol (MCP), demonstrating how to give LLMs secure access to tools and data using Typescript…
Atlassian Cli
Single-binary MCP server and CLI for Jira and Confluence. CI/CD-friendly, context-efficient, supports both Cloud and Server/DC.Copy
MemoryMesh
This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
Monkey
Provides access to monkey data through a .NET 9.0 API with caching and dependency injection, featuring tools for retrieving complete lists or finding specific…
Akyn Ai
Turn any data source into an MCP server in 5 minutes. Build AI-agents-ready knowledge bases.
Codegraph Rust
A blazingly fast codebase graphRAG implementation in 100% Rust
Model Context Protocol servers
A collection of reference server implementations for the Model Context Protocol (MCP) using Typescript and Python SDKs.
BracketBot Multi-Robot Control
Enables simultaneous control of multiple robots through a unified interface for movement, sound playback, camera access, and status monitoring with precise…
DevDocs
Free, private, UI-based software documentation context management server. Designed with software developers in mind.
MySQL Read-Only
Provides read-only access to MySQL databases for inspecting schemas and executing SQL queries without modifying underlying data.
kbg-viewer
A custom Vue.js component for visualizing knowledge base graphs generated from MCP memory servers.
Bootstrap python service
Trying to use mcp servers for setting up local rag
Postgres Ai Guide
# pg-aiguide **AI-optimized PostgreSQL expertise for coding assistants** pg-aiguide helps AI coding tools write dramatically better PostgreSQL code. It…
MCP RAG Server
# MCP RAG Server <!-- Badges --> [](https://www.npmjs.com/package/@sylphlab/mcp-rag-ser…
PubFi MCP
Public docs, examples, and agent-readable integration guides for PubFi's agent-native crypto data layer.
Apifox MCP Server
# Apifox MCP Server 使用 Apifox MCP Server，可以将 Apifox 项目内的接口文档作为数据源提供给 Cursor 等支持 AI 编程的 IDE 工具以便让 AI 能够直接访问项目对应的接口文档数据。 开发者可以通过 AI…