MCP servers

dataagents

HotTechStack/dataagents

9

Data Agent is an agentic AI harnessing GenAI to automate and streamline data engineering workflows. By delivering complete, well-prepared data requests, it saves time and reduces bottlenecks across teams.

MCP Server Sequential Thinking

zengwenliang416/mcp-server-sequential-thinking

9

A powerful MCP server implementing sequential thinking protocol that provides a structured approach to problem-solving. This server helps break down complex problems into manageable steps while maintaining flexibility for revisions and alternative reasoning paths.

Serverless MCP Server

eleva/serverless-mcp-server

9

A super simple Model Context Protocol (MCP) server deployed on AWS Lambda and exposed via Amazon API Gateway, deployed with Serverless Framework. This skeleton is based on the awesome work of Frédéric Barthelet: which has developed a middy middleware for Model Context Protocol (MCP) server integration with AWS Lambda functions in this repo.

Crypto Sentiment MCP

kukapay/crypto-sentiment-mcp

9

An MCP server that delivers cryptocurrency sentiment analysis to AI agents, leveraging Santiment's aggregated social media and news data to track market mood and detect emerging trends.

No overview found in the provided context.

Math-MCP

EthanHenrickson/math-mcp

9

A Model Context Protocol (MCP) server that provides basic mathematical, statistical and trigonometric functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.

Pinner MCP

safedep/pinner-mcp

9

A Model Context Protocol (MCP) server that can help pin 3rd party dependencies to immutable digests. Supported dependency types include.

Cfbd MCP Server

lenwood/cfbd-mcp-server

9

This Model Context Protocol (MCP) server enables AI assistants and applications to.

Searxng MCP

tisDDM/searxng-mcp

9

A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine. Works out-of-the-box with zero additional deployment by automatically selecting a random instance from SearX.space, while also supporting private instances with basic authentication.

Aio MCP

athapong/aio-mcp

9

A powerful Model Context Protocol (MCP) server implementation with integrations for GitLab, Jira, Confluence, YouTube, and more. This server provides AI-powered search capabilities and various utility tools for development workflows.

MCP Flight Search

arjunprabhulal/mcp-flight-search

9

A flight search service built with Model Context Protocol (MCP). This service demonstrates how to implement MCP tools for flight search capabilities.

Limitless MCP Server

manueltarouca/limitless-mcp-server

9

This repository provides a minimal MCP server/client implementation for interacting with the Limitless Developer API (GET endpoint only). It demonstrates how to expose API endpoints as MCP tools and how to call them via a client using a single merged codebase.

YouTube to Sheets

rickyyy1116/mcp-youtube-sheets

9

This MCP server provides functionality to search YouTube videos and automatically save the results to Google Sheets. It's designed to work with Claude and other AI assistants that support the Model Context Protocol.

ServiceNow

michaelbuckner/servicenow-mcp

9

A Model Context Protocol (MCP) server that interfaces with ServiceNow, allowing AI agents to access and manipulate ServiceNow data through a secure API. This server enables natural language interactions with ServiceNow, making it easier to search for records, update them, and manage scripts.

Code Embeddings

davidvc/code-knowledge-mcptool

9

A knowledge management tool for code repositories using vector embeddings. This tool helps maintain and query knowledge about your codebase using advanced embedding techniques.

Duckduckgo Web Search

Sunwood-ai-labs/duckduckgo-web-search

9

This is a TypeScript-based MCP server that implements a simple notes system. It demonstrates core MCP concepts by providing.

MCP File Context Server

bsmi021/mcp-file-context-server

9

A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.

Chrome Extension Bridge MCP

Oanakiaja/chrome-extension-bridge-mcp

9

A Chrome extension that establishes a WebSocket connection between web pages and a local MCP server. This allows you to interact with web page resources and execute functions from your mcp server.

QASphere

hypersequent/qasphere-mcp

9

QA Sphere now serves an MCP server directly — there is no need to run this standalone package. The hosted server is always up to date with the QA Sphere API, exposes the full set of tools allowed by your role, and needs nothing installed locally.

Ragie MCP Server

ragieai/ragie-mcp-server

9

Ragie Model Context Protocol server, providing knowledge base retrieval capabilities.

Gsuite MCP

rishipradeep-think41/gsuite-mcp

9

A Model Context Protocol (MCP) server that provides tools for interacting with Gmail and Calendar APIs. This server enables you to manage your emails and calendar events programmatically through the MCP interface.

Sequential Thinking Recall

recallnet/sequential-thinking-recall

9

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process which automatically writes sequential thinking logs to Recall associated with each thought session.

Entra Id MCP Server Session Demo

dend/entra-id-mcp-server-session-demo

9

Minimal server showing how to implement Entra ID authentication with MCP and HTTP+SSE transport.

Quantum Simulator

YuChenSSR/quantum-simulator-mcp

9

A Docker image providing a quantum circuit simulator that implements the Model Context Protocol (MCP), allowing integration with MCP clients such as Claude for Desktop.