Confluence
# Confluence MCP Server A FastMCP-based server that provides seamless integration with Confluence's REST API, enabling programmatic access to Confluence…
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RAG-MCP Pipeline Research
A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.
Valuein MCP Server - US SEC Financial Data
Institutional-grade SEC financial data for AI agents — in one line of config.
Pure Data MCP Server
A Model Context Protocol (MCP) server for Pure Data, an open-source visual programming language and patchable environment for real-time computer music.
Download and Analyze Costco Receipts with MCP
The README explicitly states that this is not an MCP server for Costco. No further description of its functionality is provided.
Data Dictionary MCP
A Model Context Protocol (MCP) server that coordinates AI agents to transform database tables into Wikipedia-style data dictionaries.
Algolia Search MCP Server
# Algolia Search MCP Server ## Features - Search for any text in your Algolia index ## Setup This package is installed as local. 1. Clone the repository 1…
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CostAffective-MCP
Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to…
AirTrack
AirTrack is a Model Context Protocol (MCP) server for Apache Airflow that enables standardized access to DAG metadata, run status, and task insights. It wraps…
Valueserp Mcp - Affordable Google Searches
A Model Context Protocol (MCP) server that provides access to ValueSerp's Google Search API, enabling Claude to perform Google searches, news searches, image…
EGX-Data-MCP-Server
MCP server for Egyptian Exchange (EGX) stock tools
Gemini Data Analysis & Research MCP Server
An MCP server that uses Google’s Gemini Flash 2 AI model to analyze data, generate research content, and deliver results via email. It integrates with Claude…
OrcaLayer MCP — Polymarket Whale Analytics
MCP server for Polymarket whale tracking and smart-money analytics. Filtered leaderboard (airdrop-farmers excluded), hedge detection, NegRisk correction, and…
DMARKOFF — DMARC, SPF & DKIM Analytics
DMARKOFF MCP connects your DMARC monitoring data to AI assistants — Claude, ChatGPT, Cursor, Windsurf — via the Model Context Protocol. Instead of opening a…
Mixpanel Mcp
Query and analyze your Mixpanel events data seamlessly from any MCP client. Retrieve insights such as event overviews, retention metrics, and funnel analyses…
MCP.science: Open Source MCP Servers for Scientific Research 🔍📚
A collection of open-source MCP servers designed for scientific research applications.
MCP Advisor
A discovery and recommendation service for exploring MCP servers using natural language queries.
SearXNG MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine.
arXiv MCP Server
An MCP server that enables interacting with the arXiv API using natural language
ddg-mcp MCP server
Perform web searches using the DuckDuckGo Search API.
WebSearch MCP Server
A web search server that supports free search via multiple providers and converts URL content into Markdown format. It is for developers who need search and…
Outlook Email Processor
Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis…
pubchem mcp server
# pubchem mcp server the mcp is used to extract the drug basic chemical infomation from pubchem API. ## Requirements - Python 3.10 - `python-dotenv` -…
Caltrain MCP Server
A Model Context Protocol (MCP) server for Caltrain schedules. Get real-time train departures using GTFS data, designed for Claude Desktop and other MCP clients.