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A secure MCP server for managing file access for LLMs.

Dremio-python-mcp implements a Model-Context Protocol server for Dremio databases.

A Node.js and Python MCP server providing access to countries data.

sql-mcp is a development server for managing SQL databases using MCP.

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An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.

MCP-client-server-example contains various MCP servers for weather, LinkedIn profiles, and PubMed articles.

DeepRef MCP — A Research Copilot MCP server that connects LLMs with scholarly APIs (arXiv, Semantic Scholar, PubMed) to retrieve and structure citations and abstracts for trustworthy research assistance.

MCP Postal Geocoder: Fast, accurate geocoding for US postal codes.

AI-powered tool for data analysis with CSV upload and insights.

MCP Server to interact with Google Cloud Firestore

Catalysis Hub MCP Server provides GraphQL access to catalysis research data.

MCP server for generating realistic synthetic test data using SDV.

A FastAPI-based API server for document Q&A, supporting PDF/CSV uploads and vector storage.

MCP server for searching Medium articles, converting to markdown, and bypassing paywalls.

A Model Context Protocol (MCP) server that enables AI assistants to seamlessly interact with Aha! product management data.

MCP Server for CoinGecko API provides cryptocurrency price and data retrieval.

AI-driven MCP server providing access to Israel's pharmaceutical database.

Setup instructions for the MCP server using Roo and Qdrant.

An MCP server to help AI Agents inspect the contents of a BigQuery warehouse

MCP JSON Server for managing JSON files with CRUD operations.

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MySQL MCP Server allows SQL queries via Model Context Protocol.

Postgres-MCP-Server is an MCP server for querying product info in PostgreSQL.

WHOOP MCP provider for accessing health and fitness data via a standardized interface.

MCP Server for MS SQL Integration - Provides ModelContextProtocol support for Microsoft SQL Server

MCP server for fetching alerts from the Israeli Home Front Command API.

An MCP server for interacting with a a local excel sheet using model context protocol

A JDBC implementation for executing SELECT queries and exploring database schemas.

An MCP server for querying and analyzing Betterstack logs intelligently.

# MCP Client and Server Implement shapefile import into the database.

MCP server for searching open source climate issues with filters and sorting.

BinoculoMCP is an MCP Server for banner-grabbing operations with Binoculo tool.

A Model Context Protocol interface to the adsb.lol api

MCP Data Handles demo for managing pandas DataFrames via UUID handles.

MCP server for highway capacity manual

MCP server for SQL Server with dual transport, real-time streaming, and Dapper integration.

A custom Vue.js component for visualizing knowledge base graphs generated from MCP memory servers.

PostgreSQL to MCP Bridge

A tool written in complete python following the MCP(model context protocol). LLM can leverage this tool to work with aws S3 buckets

Lightweight MCP server for querying Microsoft SQL Server schemas and data.

weather_mcp_server

GoodData MCP Server PoC for semantic search, PNG generation, and email reporting.

Neurosift MCP servers for neuroscience tools: DANDI search, NWB analysis, OpenNeuro integration.

StudentVUE API/MCP

A system for generating SOQL queries from natural language using Fast MCP and LLM.

An MCP server to generate trading charts

MCP JQ Language Server for validating and executing JQ filters on JSON objects.

Acorn-MCP is an MCP server for managing mathematical theorems and definitions via a web interface.

MCP_App includes ArXiv and PubMed search applications for academic literature.