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An intelligent MCP server that serves as a guardian of development knowledge, providing Cline assistants with curated access to latest documentation and best practices across the software development landscape

mcp-codex-keeper development-knowledge
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MCP server for LLM to drone communication via MAVLink

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

MCP Mood Quote Server
MCP Mood Quote Server by computerscienceiscool

An MCP server that returns mood-based quotes

mcp mood-quotes
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knowledge-base mcp-server
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This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about professional cyclists, race results, and more.

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pagespeed mcp-server
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MCpi5Server
MCpi5Server by MCP-Mirror

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mathgpt math-solver
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MCP Ethers Wallet
MCP Ethers Wallet by crazyrabbitLTC

A full implementation of Ethers as an AI tool for the model context protocol

An MCP server that allows Claude to query Steampipe PostgreSQL databases directly. Connect Claude to your Steampipe instance to easily analyze data from AWS, GCP, and other cloud providers through natural language.

steampipe mcp-server
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A concise list for mcp servers

OP.GG Esports MCP Server

esports mcp
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An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows through contextual recall of best practices, algorithms, and solutions.

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

mcp ai-agents
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Solana-based micropayment server using MCP. 💰 Facilitates direct SOL transfers for resource access control via a Flask API. 🔑 Returns solana-action: URIs for unsigned transactions, validated on-chain. ✅ Includes robust transaction checks, resource pricing, and basic access management. 🧪

mcp solana
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API and MCP server for all EHR integration,Med Research via a single unified API

hana-compass-api EHR-integration
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airbnb mcp-server
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opendatasoft mcp-server
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jigsawstack image-generation
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FortunaMCP
FortunaMCP by Robert%20Sharp

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random Fortuna
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An MCP server for fetching RFC related information.

A weather server application for MCP

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dexscreener mcp-server
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OpenAlex MCP Server
OpenAlex MCP Server by ResearchHub-Foundation

An open source implementation of OpenAlex MCP Server for structured access to world academic literature for AI Agents

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Frequently Asked Questions

What is MCP (Model Context Protocol)?

MCP is an open-source protocol developed by Anthropic that enables AI systems like Claude to securely connect with various data sources. It provides a universal standard for AI assistants to access external data, tools, and prompts through a client-server architecture.

What are MCP Servers?

MCP Servers are systems that provide context, tools, and prompts to AI clients. They can expose data sources like files, documents, databases, and API integrations, allowing AI assistants to access real-time information in a secure way.

How do MCP Servers work?

MCP Servers work through a simple client-server architecture. They expose data and tools through a standardized protocol, maintaining secure 1:1 connections with clients inside host applications like Claude Desktop.

What can MCP Servers provide?

MCP Servers can share resources (files, docs, data), expose tools (API integrations, actions), and provide prompts (templated interactions). They control their own resources and maintain clear system boundaries for security.

How does Claude use MCP?

Claude can connect to MCP servers to access external data sources and tools, enhancing its capabilities with real-time information. Currently, this works with local MCP servers, with enterprise remote server support coming soon.

Are MCP Servers secure?

Yes, security is built into the MCP protocol. Servers control their own resources, there's no need to share API keys with LLM providers, and the system maintains clear boundaries. Each server manages its own authentication and access control.

What is mcp.so?

mcp.so is a community-driven platform that collects and organizes third-party MCP Servers. It serves as a central directory where users can discover, share, and learn about various MCP Servers available for AI applications.

How can I submit my MCP Server to mcp.so?

You can submit your MCP Server by creating a new issue in our GitHub repository. Click the 'Submit' button in the navigation bar or visit our GitHub issues page directly. Please provide details about your server including its name, description, features, and connection information.