Data & Analytics
BigQuery, Snowflake, and data analysis tools
6,926 servers in this category
Reexpress
Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows
SQL Server Express
MCP (Model Context Protocol) Server. Integrates with Microsoft SQL Server Express to enable database interactions, supporting query execution, table creation, and schema description with configurable authentication and access restrictions.
MySQL
A comprehensive MCP server for MySQL that enables AI models to connect to local or cloud databases and perform tasks like query execution, schema inspection, and index management.
MCP (Model Context Protocol) Server. Provides a clean API interface for fetching and creating Reddit content, handling authentication and formatting responses with useful analytics like engagement metrics and community insights.
Semantic Scholar
MCP (Model Context Protocol) Server. Integrates with Semantic Scholar's academic database to search research papers, retrieve author information, analyze citation networks, and discover paper recommendations for literature reviews and academic research workflows.
PyODBC
MCP (Model Context Protocol) Server. Provides a lightweight bridge between AI systems and ODBC-compatible databases, enabling SQL queries, table exploration, and schema discovery with special optimizations for Virtuoso DBMS features like SPARQL queries.
Codemode SQLite
A high-performance SQLite MCP server that uses an experimental 'Codemode' approach to execute database operations via generated Go code, significantly reducing token usage and latency for complex queries.
CouchDB
MCP (Model Context Protocol) Server. Integrates with CouchDB to enable database management, document operations, and Mango queries for applications requiring document-based storage and retrieval.
geocontext
An MCP server providing access to French national geographic data (IGN), allowing LLMs to perform geocoding, altitude lookups, and query administrative, cadastral, and urban planning datasets.
Analytical
MCP (Model Context Protocol) Server. Enhances structured problem-solving and analytical reasoning with tools for research verification, statistical analysis, logical reasoning, and multi-perspective generation for data analysts, researchers, and decision-makers.
SQL Server Schema Explorer
MCP (Model Context Protocol) Server. Provides SQL Server database schema exploration tools for retrieving tables, columns, and relationships through connection strings configured in appsettings.json
ArangoDB
MCP (Model Context Protocol) Server. Integrates ArangoDB databases into workflows, enabling dynamic querying and analysis of document-oriented and graph data via AQL and document retrieval.
MCPIgnore Filesytem
A Data Security First filesystem MCP server that implements .mcpignore to prevent MCP clients from accessing sensitive data.
Readability (Fetch & Parse)
MCP (Model Context Protocol) Server. Extracts and transforms webpage content into clean, LLM-optimized Markdown by removing non-essential elements while preserving key metadata.
Oraichain Blockchain
MCP (Model Context Protocol) Server. Enables AI interaction with the Oraichain blockchain for querying wallet balances, executing transactions, and retrieving blockchain data through a TypeScript implementation using CosmJS and Server-Sent Events.
Cyber Sentinel
A unified threat intelligence and security analysis server that aggregates data from multiple sources like VirusTotal and Shodan while providing automated code, dependency, and infrastructure security scanning.
Emergency Medicare Planner
MCP (Model Context Protocol) Server. Integrates with Google Maps to locate and evaluate medical facilities in emergencies, providing tools for facility search, route calculation, and availability checking within a 10km radius, while implementing sequential thinking for step-by-step clinical reasoning and accurate facility matching based on patient data.
e-Gov Law MCP Server
A high-performance MCP server for the Japanese e-Gov Law API, featuring intelligent abbreviation recognition, batch processing, and a multi-tier caching system for efficient legal research.
gw150914-mcp-signal-search
🌊 GW150914 MCP Signal Search: AI-powered gravitational wave detection using Model Context Protocol (MCP). Features optimization client, analysis server, and automated parameter exploration for LIGO data.
ffmpeg-mcp
A comprehensive media processing MCP server that provides a high-level interface for FFmpeg, enabling video editing, metadata extraction, frame capture, and complex transitions.
btp-sap-odata-to-mcp-server-optimized
An enterprise-grade MCP server that bridges SAP OData services with AI capabilities, featuring modular authentication and native SAP BTP Cloud Foundry integration.
ebird-mcp-server
A Model Context Protocol (MCP) server for the eBird API, allowing Claude and other AI assistants to access bird observation data, hotspots, and taxonomy information. Easy integration with Claude Desktop.
Macrostrat
An MCP server that integrates the Macrostrat API, allowing AI assistants to query comprehensive earth science data including geologic units, minerals, and regional geological histories.
graphql-mcp-bridge
A bridge implementation connecting GraphQL APIs with the Model Context Protocol (MCP), enabling seamless integration between GraphQL services and MCP-compatible AI systems. This tool facilitates data exchange and API communication by translating GraphQL operations into MCP-compatible formats.
NocoDB MCP Server
A comprehensive MCP server that enables AI agents to manage NocoDB databases through full CRUD operations, schema management, advanced querying, and file attachment handling.
RAG
A low-latency Retrieval-Augmented Generation (RAG) server that provides semantic document search and AI-powered summarization using ChromaDB and OpenAI-compatible embeddings.
MOCO
A comprehensive MCP server for MOCO that enables employee-level access to time tracking, project management, and leave data with secondary AI-driven analysis features.
Bio-OS MCP Server
A specialized MCP server for bioinformatics that manages WDL workflow submission and validation alongside Docker image building on the Bio-OS platform.
MCP PDF
A robust PDF intelligence platform offering over 40 tools for AI-powered text extraction, table analysis, OCR, and document health assessment. It features multi-library fallbacks for high reliability and supports direct processing of web-based PDFs via URL.
API Tester
A comprehensive QA tool that ingests OpenAPI, Postman, or GraphQL specs to auto-generate and execute API and load tests in multiple languages including TypeScript/Playwright and Python/pytest.