Open-Source MCP servers

Matching MCP servers:

• Agentic AI System with MCP Integration

  pratyush-usc-mba

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  Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.

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• Prompt-Optimizer-MCP-for-LLMs

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  A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.

• Task Manager

  abyssbugg

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  Enables users to manage tasks through a simple JSON file interface. Provides basic task management functionality by reading and writing to a configurable tasks.json file.

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  MIT License

• Task Orchestration

  hrishirc

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  Task Orchestration

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  6

  MIT License

• MCP Task

  just-every

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  Async MCP server for running long-running AI tasks with real-time progress monitoring, enabling users to start, monitor, and manage complex AI workflows across multiple models.

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  MIT License

• Puch AI WhatsApp Integration MCP Server

  alok-ahirrao

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  Enables AI assistants to fetch web content, search for products on Google Shopping, and integrate with WhatsApp messaging. Serves as a bridge between Puch AI and external services through authenticated API endpoints.

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