SelfMemory
It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add…
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HR Policy Chatbot
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
🧠 FastMCP SSE Server – Research Paper Agent
--- title: MCP_Research_Server app_file: main.py sdk: gradio sdk_version: 5.31.0 --- # 🧠 FastMCP SSE Server – Research Paper Agent This project is a deployable…
AWS MCP Servers
This AWS Labs Model Context Protocol (MCP) server for CloudTrail enables your AI agents to query AWS account activity for security investigations, compliance…
UNHCR Population Data MCP Server
An MCP (Model Context Protocol) server that provides AI agents with standardized access to UNHCR data on forcibly displaced persons, including population…
AI Customer Support Bot - MCP Server
# 🤖 AI Customer Support Bot - MCP Server <div align="center"> …
MCP Ambassador
An MCP server that scouts, recommends, and connects you with useful MCP servers to augment your current tasks or projects. It prefers using existing web search…
Arxivloader MCP Server and Client
This project provides an MCP (Microservice Communication Protocol) server and client setup for fetching research papers from the arXiv. The MCP server…
Higress AI-Search MCP Server
The Higress AI-Search MCP Server is a Model Context Protocol (MCP) server that provides an AI search tool. It enhances AI model responses with real‑time search…
Fast News MCP
Search, trending, topics, and local news all in one MCP server. Article previews, deduplication, source filtering, and 40+ languages built in.
OpenAI WebSearch
Enables AI assistants to search the web in real-time through OpenAI's websearch functionality, retrieving up-to-date information beyond training data cutoffs…
Google Search Console MCP Server
# Google Search Console MCP Server A tool for accessing Google Search Console using the Model Context Protocol (MCP) server. ## Features * Retrieve search…
MCP Flight Search
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search
Movie-MCP-Server
This MCP server uses Movie server tools and Web search tools.
図書館検索 MCP サーバー
図書館検索 MCP サーバー uses the Calil API to enable AI assistants like Claude to search and retrieve library information across Japan. Designed for developers, it…
Amazon Products
Connect your LLM to Amazon’s product catalog and display real-time results directly in chat. Easily browse, compare, and buy products — all inside your AI…
Glean
Integrates Glean's search and chat APIs to enable natural language interactions with organizational knowledge bases and chatbots.
AWS Resources
Provides a Python-based interface for executing AWS queries across services like S3 and CodePipeline, enabling DevOps tasks and cloud resource management.
Greptile
# 🚀 Greptile MCP Server - TypeScript Edition [](https://badge.fury.io/js/greptile-mcp-server)…
Simple MCP arXiv client
A simple Python client to interact with the arXiv MCP server.
MCP-VizAPI: Visual Data Extraction with VizAPI.ai
<h1 align="center">MCP-VizAPI: Visual Data Extraction with VizAPI.ai</h1> <p align="center"> <img src="public/VizAPI_MCP_Banner.png" alt="VizAPI and MCP…
Azure Data Explorer MCP Server
# Azure Data Explorer MCP Server This is a Model Context Protocol (MCP) server that can login to Azure Data Explorer and run KQL queries. ## Features - Login…
Traylinx Search Engine MCP Server
# Traylinx Search Engine MCP Server [](https://smithery.ai/server/traylin…
Data Product Mcp
# Data Product MCP A Model Context Protocol (MCP) server for discovering data products and requesting access in [Data Mesh…