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council of models for decision

MCP server Coding & development Command line

mindsdb

github.com

AI's query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you'll ever need

MCP server MCP servers Command line

mcp-openapi

github.com

This server reads OpenAPI documentation files from a folder and shares them with your AI code editor. Your assistant can then search for endpoints, review data structures, and pull exact request details to write and debug your software more effectively.

MCP server Coding & development Command line

droidmind

github.com

DroidMind lets AI assistants manage Android devices for testing and debugging. It turns plain English into safe device commands, so you can automate screen taps, check logs, and handle app files without typing complex instructions.

MCP server Coding & development Command line

mcp-hydrolix

github.com

This plugin links AI chatbots to your Hydrolix data platform and gives the model built-in tools to list databases, inspect table layouts, and run safe SQL queries. You only need a server address and your login details to start asking questions about your stored information.

MCP server Data & analytics Command line

fantasy-pl-mcp

github.com

This MCP server links your AI assistant directly to Fantasy Premier League data. It provides tools to check player stats, compare team performance, track upcoming matches, and get custom transfer advice using plain English commands.

MCP server MCP servers Command line

mcp-log-proxy

github.com

This tool sits between your AI assistant and its server to capture every message they exchange. It displays all the conversations on a simple webpage so you can watch exactly what is being sent and how the tools respond.

MCP server Coding & development Command line

mcp-unity

github.com

This MCP server connects AI coding assistants directly to the Unity game editor. You can build scenes, move objects, change materials, and run tests by simply typing instructions, which saves time and reduces manual menu clicks.

MCP server MCP servers Command line

mcp-atlassian

github.com

This tool connects your AI assistant to your Jira and Confluence accounts. You can ask it to search for project tasks, read wiki pages, update ticket statuses, or write new documentation without leaving your chat window.

MCP server Writing & copy Command line

dbt-docs-mcp

github.com

This MCP server connects your AI assistant to dbt project metadata and documentation files. It lets you search for data models by name or code, inspect detailed attributes, and trace exactly how information flows between tables and columns.

MCP server Data & analytics Command line

This tool connects AI chat assistants directly to your MetaTrader 5 account, letting you check balances, track live prices, and place trades using plain English requests. All your login details stay safely on your local machine while the AI handles the complex steps.

MCP server Finance Command line

mcp-simple-pubmed

github.com

This server lets AI assistants search PubMed, retrieve abstracts, and download open access medical papers. It also includes ready-made prompts to help you build precise search queries for clinical questions and literature reviews.

MCP server Search & research Command line

alchemy-mcp-server

github.com

Connect your AI assistant to public blockchain networks. Ask it to check live prices, review wallet activity, track digital collectibles, and view balances. You can also send funds or trade tokens when paired with an external wallet service.

MCP server Finance Command line

mcp-server-tidb

github.com

This server connects AI chat tools to TiDB cloud databases so they can read and write data safely. You just set your login details in a local file, and your assistant can run queries or check table layouts without leaving your chat window.

MCP server Data & analytics Command line

mcp-git-ingest

github.com

This tool lets AI assistants explore any public GitHub repository. It creates a clear picture of the folder layout and reads specific files on your command. All cloning and temporary file cleanup runs automatically in the background.

MCP server Coding & development Command line

membase-mcp

github.com

This server lets AI assistants save messages and recall old chats instead of starting fresh every time. You can switch between topics, store important notes, and ask the AI to look back at earlier parts of your conversation without losing track.

MCP server Search & research Command line

mcp-memgraph

github.com

Memgraph MCP Server

MCP server Data & analytics Command line

mcp-neo4j

github.com

This collection of tools connects your AI chat apps directly to Neo4j graph databases. It lets your assistant view data structures, run safe queries to find or save information, and manage your cloud database settings using simple text prompts.

MCP server Data & analytics Command line

ntfy-mcp

github.com

This server sends a quick phone alert whenever an AI assistant finishes a task you requested. Just add a short line to your prompt asking to be notified, set your notification channel, and step away until the ping arrives.

MCP server Communication & collaboration Command line

This server links your AI assistant to a public network testing platform. You can run ping, traceroute, and DNS checks from thousands of global locations to diagnose internet issues and verify website availability worldwide.

MCP server Coding & development Command line

attio-mcp-server

github.com

This server connects your AI assistant to your Attio CRM workspace so you can work faster. You can safely look up company details, review old discussion threads, and add fresh follow-up notes to your contact records using plain everyday conversation.

MCP server Coding & development Command line

mcp-human

github.com

This server lets AI assistants ask real people for help through Amazon Mechanical Turk. When the AI hits a roadblock, it posts a short question, attaches a small payment, and waits for a worker to type back a clear reply the assistant can use.

MCP server Coding & development Command line

aws-pricing-mcp

github.com

This MCP server gives AI tools direct access to live AWS EC2 pricing. You can search for instances by memory, processor type, region, and billing plans to quickly pick the most affordable cloud option for your project.

MCP server Automation Command line

mcp-cli

github.com

mcp-cli MCP server

MCP server Coding & development Command line

hackmd-mcp

github.com

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

MCP server Coding & development Command line

Scrapeless Mcp Server

MCP server Search & research Command line

bugsnag-mcp

github.com

A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag.

MCP server Coding & development Command line

mcp-shell-server

github.com

mcp-shell-server MCP server

MCP server AI agents Command line

markdownify-mcp

github.com

A Model Context Protocol server for converting almost anything to Markdown

MCP server Data & analytics Command line

mcp-server-docker

github.com

MCP server for Docker

MCP server Coding & development Command line

spotify-mcp-server

github.com

This program connects AI assistants directly to your Spotify account so you can control your music easily. You can ask the AI to find songs, adjust playback, change the volume, and organize playlists using plain text commands.

MCP server Coding & development Command line

mcp-vegalite-server

github.com

mcp-vegalite-server MCP server

MCP server Coding & development Command line

dev-mcp

github.com

Shopify.dev MCP server

MCP server Coding & development Command line

xcode-mcp-server

github.com

MCP Server implementation for Xcode integration

MCP server Coding & development Command line

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

MCP server Data & analytics Command line

An MCP server serving as a structured knowledge base of crypto whitepapers.

MCP server Finance Command line

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