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mcp-docs-reader

A lightweight MCP server that loads PDF files, extracts and chunks their text, builds a semantic vector index, and returns relevant passages to Claude or other AI agents for document-based question an

Mcp Sharepoint

A lightweight MCP Server for seamless integration with Microsoft SharePoint, enabling MCP clients to interact with documents, folders and other SharePoint resources. Developed by sofias tech

MCP Character Counter

A lightweight Model Context Protocol (MCP) server that provides detailed character analysis for text.

MCP Knowledge Base

A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a knowledge base, all accessible via SSE transport.

RealTime-CryptoPrice-MCP

This project is a lightweight MCP (Multi-Channel Processing) server designed to fetch and serve the latest cryptocurrency price data from the CoinGecko API. It provides real-time access to market pric

MCP Server AI Chrome Extension

An MCP server AI Chrome Extension plugin that enables doing complex BODMAS operations through browser

otterbridge

OtterBridge is a lightweight, mcp server for connecting applications to various Large Language Model providers.

🌦️ MCP Weather Scraper

A lightweight prototype demonstrating how to integrate an LLM (via OpenAI) with a Model Context Protocol (MCP) server to extract real-time weather data by scraping and processing open web content usin

From Slack Logs to Smart Search — Powered by MCP and Claude Desktop

Using Model Context Protocol (MCP) to build a local Slack thread searcher with Claude Desktop and a lightweight Python server.

Otter Bridge

OtterBridge is a lightweight, flexible server for connecting applications to various Large Language Model providers. Following the principles of simplicity and composability outlined in Anthropic's gu

MCP Server Memo

A lightweight MCP server for session memory management

🧠 MCP PID Wallet Verifier

A lightweight and AI-friendly MCP server that allows any AI agent or MCP-compatible assistant to initiate and verify a PID (Personal Identity Data) credential presentation via OIDC4VP.

🤖 MCP Server Examples with AutoGen

This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool

mcp-md-vector-search

A lightweight MCP server implementation that leverages PGLite and pgvector to perform efficient similarity searches on local Markdown documents using the Model Context Protocol (MCP).

🧠 Browserbase SSE Server

🌤️ Weather MCP Server

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data.

Weather API MCP Server

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. What makes it popular:

MCP Docs Search Server

This is a lightweight, plug-and-play MCP server that empowers any LLM to dynamically search and retrieve up-to-date documentation from popular AI libraries such as LangChain, LlamaIndex, and OpenAI.

server

A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.

SecureAnnex MCP Server

A Model Context Protocol (MCP) server for analyzing browser extension security

X Tools for Claude MCP

X Tools for Claude MCP: A lightweight toolkit enabling Claude to search Twitter with natural language and display results based on user intent. Get raw tweet data or AI analysis—your choice. Supports

What is Model Context Protocol (MCP)?

A lightweight Model Context Protocol (MCP) server that enables your LLM to validate email addresses. This tool checks email format, domain validity, and deliverability using the AbstractAPI Email Vali

MCP Analytics Middleware

A lightweight TypeScript middleware for MCP SDK servers that delivers analytics. Captures request metrics, performance data, and usage patterns with minimal overhead. Features real-time monitoring, co

WhatTimeIsIt MCP Server

A lightweight mcp server that tells you exactly what time is it based on your IP.