🧠 Model Context Protocol (MCP)

🧠 Model Context Protocol (MCP)

Demo of implementation of MCP using Langchain MCP Adapters and Ollama

Serena

Serena

a powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)

pdffigures2-MCP-Server

pdffigures2-MCP-Server

A MCP Server for pdffigures2: This server processes scholarly PDFs to extract figures, tables, captions, and section titles with high accuracy. It is designed to support researchers and developers in

eShopLite

eShopLite

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.

Python MCP Server - Documentation Search

Python MCP Server - Documentation Search

MCP (Minimal Command Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search res

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

MCP architecture demo with single-server & multi-server clients using LangGraph, AI-driven tool calls, and async communication.

Task Planner MCP Server

Task Planner MCP Server

An MCP (Model Context Protocol) server that helps AI assistants (like Claude) break down complex tasks into manageable steps, track progress, and manage a hierarchical task list.

LND MCP Server

LND MCP Server

A Model Context Protocol (MCP) for querying Lightning Network (LND) node data using natural language.

Arc Memory MCP Server

Arc Memory MCP Server

Arc Memory MCP Server - Bridge between Arc Memory TKG and MCP clients

spring-mcp-server

spring-mcp-server

This MCP server implemented with spring AI and Oracle DB is mainly focused in learning and testing purpose

MCP Memory

MCP Memory

🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations.

Rookie Text2Data MCP Server

Rookie Text2Data MCP Server

Rookie Text2Data MCP Server

arXiv Search MCP Server

arXiv Search MCP Server

An MCP server that provides tools to search and fetch papers from arXiv.org.

Safe Local Python Executor

Safe Local Python Executor

Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' `smolagents` framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while

MCP Image Extractor

MCP Image Extractor

MCP server which allow LLM in agent mode to analyze image whenever it needs

YouTube MCP(Model Context Protcol) Server

YouTube MCP(Model Context Protcol) Server

MCP server to fetch and extract transcripts from YouTube videos. Enable AI/LLMs to have access to transcripts for further actions like summarize, write blog..

Headline Vibes Analysis MCP Server

Headline Vibes Analysis MCP Server

MCP Server - get a heat check headlines

Mcp Directory

Mcp Directory

directory for Awesome MCP Servers

zh_mcp_server介绍

zh_mcp_server介绍

知乎自动发文章MCP服务,一种用于知乎发文章的模型上下文协议(MCP)服务器,使用者可以通过该服务与大模型自动生成文章并在知乎发文章。基于selenium和ChromeDriver实现自动发文章。

Overview

Overview

MCP Server for querying Dataverse using SQL

Basic Memory MCP Server Extension for Zed Editor

Basic Memory MCP Server Extension for Zed Editor

Basic Memory MCP server integration, for Zed Editor's Assistant.

Healthcare MCP Server

Healthcare MCP Server

A Model Context Protocol server providing AI assistants with access to healthcare data tools, including FDA drug information, PubMed research, health topics, clinical trials, and medical terminology l

Vantage MCP Server

Vantage MCP Server

MCP Server to fetch costs and usage data from your Vantage account.

Fal AI MCP Server

Fal AI MCP Server

An MCP (Model Context Protocol) Server to use the fal.ai APIs to generate images and videos.

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