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Integrating MCPS Toolings with Multiple Models and Agentic APIs for Biological and Computational Flows

  • Why this server?

    Allows searching PubMed for biomedical and life sciences literature, which aligns with the 'bio comp model' aspect.

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    Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.
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    Python
    MIT License
    • Apple
  • Why this server?

    Facilitates biomedical literature annotation and relationship mining, relevant to understanding cellular processes and biological components.

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    🔍 A biomedical literature annotation and relationship mining server based on PubTator3, providing convenient access through the MCP interface.
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    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Provides capabilities for creating collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering. Can use the RAG information to connect with other servers.

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    An open-source MCP server that connects to various data sources (SQL databases, CSV, Parquet files), allowing AI models to execute SQL queries and generate data visualizations for analytics and business intelligence.
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    10
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Enables dynamic tool registration and execution based on API definitions, providing seamless integration with services like Claude.ai and Cursor.ai, allowing for easy extensibility with new models and APIs.

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    A modular dynamic API server based on the MCP protocol that provides rich tool capabilities for AI assistants while significantly reducing prompt token consumption.
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    TypeScript
  • Why this server?

    Allows querying different language models and combining their responses, facilitating interaction with many models.

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    A server that enables communication with multiple unichat-based MCP servers simultaneously, allowing users to query different language models and combine their responses for more comprehensive results.
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    JavaScript
  • Why this server?

    Supports task decomposition and progress tracking, useful for orchestrating complex agentic flows.

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    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
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    2
    JavaScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Facilitates communication and coordination between different LLM agents across multiple systems, enabling collaborative agentic workflows.

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    Enables communication and coordination between different LLM agents across multiple systems, allowing specialized agents to collaborate on tasks, share context, and coordinate work through a unified platform.
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    TypeScript
    • Linux
    • Apple
  • Why this server?

    Enables seamless integration with local Ollama LLM instances, supporting advanced task decomposition, evaluation, and workflow management capabilities.

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    A server that enables seamless integration between local Ollama LLM instances and MCP-compatible applications, providing advanced task decomposition, evaluation, and workflow management capabilities.
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    Python
    • Apple
  • Why this server?

    Allows access to the reasoning capabilities of the Google Gemini language model, suitable for complex tasks.

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    A Model Context Protocol (MCP) server implementation for the Google Gemini language model. This server allows Claude Desktop users to access the powerful reasoning capabilities of Gemini-2.0-flash-thinking-exp-01-21 model.
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    JavaScript
    MIT License
  • Why this server?

    This tool can be used to connect to a large language model which can be used with other services to form a continuous flow

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    A comprehensive MCP server that provides a complete wrapper around the Hyperliquid SDK, enabling AI assistants to interact with both spot and futures markets for retrieving data, executing trades, and managing positions.
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    JavaScript
    MIT License