Data & Analytics

An MCP server that enables interaction with Google Drive and Sheets, allowing users to search, read files, and manipulate spreadsheet data through defined API tools.

A semantic search and retrieval server that enables AI models to discover and load specialized coding skills (bioinformatics, cheminformatics, and more) using vector similarity and Anthropic's Agent Skills framework.

A comprehensive MCP server for managing the Apple App Store Connect ecosystem, including app metadata, beta testing via TestFlight, device registration, and detailed sales or analytics reporting through AI-driven commands.

MCP Server For Apache Doris, an MPP-based real-time data warehouse.

A specialized MCP server for Salesforce development that enables LLMs to perform org management, metadata deployment, SOQL queries, and advanced Aura-to-LWC migrations. It leverages modular toolsets for code analysis, mobile development, and testing within the Salesforce DX ecosystem.

A comprehensive database management extension for VS Code that supports over 40 databases, offering data editing, AI-assisted querying, ER diagrams, and secure report sharing.

Provides comprehensive financial market data from Massive.com, including real-time and historical stock aggregates, trades, quotes, and market snapshots. It allows LLMs to access global market status, ticker news, and fundamental financial data through a structured API interface.

MCPBench is an evaluation framework designed to benchmark MCP servers across web search, database query, and GAIA tasks, measuring accuracy, latency, and token consumption.

A lightweight Model Context Protocol (MCP) server that connects AI assistants to the WeatherAPI to retrieve real-time weather information for specified cities.

A comprehensive MCP server for Azure AI Foundry that provides tools for model discovery, deployment, knowledge indexing via AI Search, evaluation of agents/text, and fine-tuning workflow management.

An open-source code retrieval stack that provides hybrid code search, memory storage, and LLM-generated answers through a Qdrant-powered indexing system for AI coding assistants.

🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.

A comprehensive MCP server providing real-time and historical data from the National Stock Exchange of India (NSE), including equity details, market indices, option chains, and technical indicators.

MCP (Model Context Protocol) Server. Provides an interface to LlamaCloud, a managed platform for data parsing, ingestion, retrieval, structured data extraction, and more

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.

An OSINT MCP server that integrates with the Maigret tool to perform automated username searches across hundreds of social networks and analyze profiles via URLs.

Connect to the Strava API to access activity data, athlete profiles, segments, and routes, enabling fitness tracking and analysis with Claude.

MCP (Model Context Protocol) Server. Enables human-in-the-loop interactions by creating Discord threads where assistants can request information from users when they need data that isn't publicly available or documented.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

MCP (Model Context Protocol) Server. Provides cryptographic tools for secure communication, including key generation, shared secret derivation, and message encryption/decryption using SJCL P-256 and AES-CCM, enabling end-to-end encrypted data exchange via server-sent events.

An MCP server for the Milvus vector database, providing tools for advanced vector search, full-text search, hybrid querying, and comprehensive collection management.

A professional trading MCP server that enables LLMs to create, backtest, and manage automated investment strategies (symphonies) directly through Composer's platform.

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

A comprehensive MCP server for the Zerodha Kite trading platform, enabling AI agents to manage portfolios, execute trades, and access real-time market data for the Indian stock market.

A Model Context Protocol server that provides read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute SQL queries safely within transactions.

A robust MCP server for SQLite that enables LLMs to perform full database management, execute SQL queries, and generate automated business intelligence insights.

A PostgreSQL implementation of the Model Context Protocol designed to allow read-only querying and analysis of Postgres databases.

A free SEO tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more. by claudemcp.

Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.

MCP (Model Context Protocol) Server. Guides structured research processes through systematic question elaboration, web searching, and data synthesis to produce well-cited, properly formatted reports for educational and professional contexts.