Open-Source MCP servers

Matching MCP servers:

• Model Context Protocol Server

  arkeodev

  -

  security

  A

  license

  -

  quality

  Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.

  Last updated -

  2

  MIT License

• Model Context Protocol Demo

  digital-duck

  -

  security

  A

  license

  -

  quality

  A demonstration server for the Model Context Protocol (MCP) that exposes calculator and Yahoo Finance tools, allowing LLMs to interpret natural language requests and make tool calls via the MCP standard.

  Last updated -

  1

  Apache 2.0

• Model Context Protocol Server

  -

  security

  -

  license

  -

  quality

  A Kubernetes-deployed server for the Model Context Protocol that enables secure communication with configurable environment variables, health monitoring, and scalable deployment on Azure Kubernetes Service.

• MCP: Model Context Protocol

  -

  security

  -

  license

  -

  quality

  A system that manages context for language model interactions, allowing the model to remember previous interactions across multiple independent sessions using Gemini API.

• MCP - Model Context Protocol

  eversonpereira

  -

  security

  F

  license

  -

  quality

  A conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.

  Last updated -

• MongoDB MCP Server for LLMs

  nickiiitu

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.

  Last updated -

  96

  1

  MIT License