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📊 Data Analysis & Business Intelligence

Servers connecting to data warehouses, data query engines, analytics platforms, or specific data APIs.

  • rotatingshov/go-mcp-mysql: Effortlessly manage MySQL databases with a Go-based MCP server, offering CRUD operations and automation without the need for Node.js or Python.
  • datafe/maxcompute-mcp-server: Facilitates data querying and schema management on Alibaba Cloud's MaxCompute platform using MCP protocol.
  • atcol/glue-mcp: Facilitates interaction with AWS Glue Data Catalog through a model context protocol server.
  • dhrbtjr0331/nba-stats-predictor-mcp: Generates NBA player performance forecasts using real-time data analysis and advanced statistical modeling.
  • ronantakizawa/gis-dataconvertersion-mcp: Facilitates geographic data conversion across multiple formats, enabling seamless integration with LLMs for spatial data manipulation.
  • albertdow/mcp-datapi: Facilitates access to ECMWF's Climate Data Store catalogues and job statuses through an MCP server interface.
  • 4R9UN/mcp-kql-server: Facilitates the execution of KQL queries against Azure Data Explorer within Claude Desktop, leveraging Azure CLI for secure authentication and structured data output.
  • lancedb/lancedb-mcp-server: A serverless MCP server utilizing LanceDB for data storage and retrieval, designed as a reference for building complex MCP applications.
  • phxdev1/archy-mcp: Archy transforms natural language and GitHub repository URLs into comprehensive architectural diagrams using Mermaid syntax.
  • rithik-perera/CodeCrunchMCP: Analyze and visualize Azure usage data from CSV files, providing insights and summaries through an MCP server interface.
  • orlando2019/xlsm-mcp-server: Facilitates AI-driven manipulation of Excel files with macros, enhancing data analysis and office automation capabilities.
  • under-doc/underdoc-tutorial-expense-analytics-mcp-sqlite: Facilitates expense analytics by integrating GenAI with an MCP server for SQLite, enabling natural language interaction with expense data.
  • Meerkats-Ai/builtwith-mcp-server: Integrates with the BuiltWith API to analyze and provide technology stack information for websites.
  • OpenLinkSoftware/mcp-adonet-server: A C# MCP server facilitating database interactions via ADO.NET, optimized for compatibility with Virtuoso and other ODBC-accessible DBMS platforms.
  • hesslee/mcp-server-altibase: Facilitates database interaction and business intelligence through Altibase, enabling SQL queries and automatic business insight generation.
  • arturborycki/mcp-teradata: Facilitates database interaction and business intelligence through Teradata with tools for executing SQL queries and analyzing data.
  • plainsignal/plainsignal-mcp: Facilitates analytics data retrieval and reporting through the MCP protocol for PlainSignal.
  • mattfoster/kcve: Facilitates querying Linux Kernel CVEs by integrating a basic MCP server with an SQLite database.
  • 2geonhyup/dart-mcp: Facilitates financial analysis and visualization of listed companies using DART API and Claude.
  • mustafahasankhan/duckdb-mcp-server: Enables AI assistants to perform advanced data analysis on DuckDB using SQL, with seamless integration for multiple data sources and cloud storage.
  • nananaman/DuckDB-RAG-MCP-Sample: Facilitates vectorized markdown document embedding and retrieval using DuckDB and MCP for enhanced RAG explanations.
  • future3OOO/Deep-Fusion-Research-: A comprehensive workflow that integrates outputs from Gemini and OpenAI with Manus's live web/API sweep for enhanced research synthesis.
  • alexxx-db/databricks-genie-mcp: Integrate Databricks' AI/BI assistant features with other applications through a standardized interface for natural language querying of data.
  • MpLebron/GeoDataProcessor-MCP: Facilitates geospatial data processing through standardized interfaces, enabling large language models to access and utilize tools like WhiteBox and SAGA GIS.
  • BioContext/PubChem-MCP: Access PubChem data for compounds, substances, and bioassays through a Model Context Protocol server.
  • cygkichi/estat-mcp-server: Facilitates access to Japan's e-Stat API, enabling language models to search and retrieve government statistical data.
  • mamisoa/mcp-alchemy: MCP Alchemy seamlessly integrates Claude Desktop with various databases, enabling advanced SQL query assistance and data analysis.
  • variablenigh/excel-mcp-server: Facilitates reading and writing spreadsheet data to MS Excel files using the Model Context Protocol.
  • roastedculti/metoro-mcp-server: Facilitates interaction with Kubernetes clusters through the Claude Desktop App by leveraging the Model Context Protocol.
  • cheukyin175/metabase-mcp: Facilitates seamless integration of AI assistants with Metabase analytics, enabling direct interaction with analytics data via MCP capabilities.
  • jikime/py-mcp-ko-weather: Provides real-time weather forecasts for Korean regions using the Korea Meteorological Administration API through an MCP server.
  • DxO-AI-Dep/DxO-MCP-SQL-BI-INSTALLER: Facilitates the integration of SQLite databases with Claude Desktop using the mcp-alchemy server for seamless data analysis and business intelligence tasks.
  • ChangooLee/opendart-mcp: Facilitates AI model access to South Korea's Financial Supervisory Service's DART data via the OpenDART API using the MCP protocol.
  • IzarLabs/TitanicAIAnalysis: Facilitates complex data analysis on the Titanic dataset using Claude, leveraging MCP to expose structured data and tools for enhanced LLM interaction.
  • r3-yamauchi/kintone-deno-mcp-server: Facilitates secure integration with kintone using Deno, leveraging MCP for seamless communication.
  • marlonluo2018/pandas-mcp-server: Facilitates CSV file handling and Pandas code execution through an MCP server interface.
  • diegofornalha/databutton-app-mcp: Facilitates secure connection of Databutton app API endpoints to LLM tools via MCP protocol over websockets.
  • ianlintner/bigquery-server: A TypeScript-based MCP server implementing a simple notes system with tools for note creation and summarization.
  • azizcoban/pinecone-mcp: Facilitates AI agents' interaction with Pinecone vector databases using natural language commands.
  • groq/compound-mcp-server: Facilitates interaction with Groq models through a Model Context Protocol server, supporting real-time information queries and code execution.
  • bengbengbalabalabeng/fastexecl-mcp-server: Facilitates Excel operations using MCP with features like reading headers, validating paths, and retrieving sheet data.
  • huang-sh/scmcp: Facilitates scRNA-Seq analysis using natural language through an MCP server, enabling seamless integration with AI clients and agent frameworks.
  • falahgs/Gemini-Data-Analysis-Research-MCP-Server: Leverages Google's Gemini Flash 2 AI model for comprehensive data analysis, research paper generation, and automated email delivery.
  • tomiyasu0428/100try86_mcp_spredsheet: Facilitates natural language operations on Google Sheets through an MCP server, enabling spreadsheet management and data manipulation.
  • jaeyongk/quickchart-mcp-server-jykim: A TypeScript-based server for generating various chart types using QuickChart.io, supporting URL creation and image downloads.
  • anzararshad/bigquery-mcp-insert-demo: Facilitates seamless data insertion and table creation in Google BigQuery by enabling Claude to generate and insert sample data via an MCP server.
  • hyeongjun-dev/metabase-mcp-server: Integrates AI assistants with Metabase analytics for seamless data interaction and analysis.
  • Hassenamri005/mcp-server-example: Facilitates interaction between AI assistants and local data files using a lightweight MCP server in Python.
  • HosakaKeigo/mcp-server-ga4: Facilitates data retrieval and analysis from Google Analytics 4 using MCP tools for metrics like page views and user behavior.
  • NathanPr03/spotify-mcp: Facilitates AI assistants in managing and interacting with Spotify accounts through the Model Context Protocol.
  • August1996/mcp-akshare: Transforms Akshare financial data interfaces into a standardized MCP tool format with a unified API for diverse financial data access.
  • falahgs/MCP-CSV-Analysis-with-Gemini-AI: Empowers CSV analysis and visualization with advanced capabilities using Gemini AI, seamlessly integrating with Claude Desktop for enhanced data insights.
  • bigcoder84/mcp-excel-server: Enables LLMs to dynamically read and write local Excel files using the MCP protocol, enhancing AI interaction with local data.
  • yamato-snow/2025_McpLab_FastMCP: FastMCP is a TypeScript framework for building MCP servers with client session management, authentication, and real-time updates via SSE.
  • shionhonda/mcp-gsheet: Facilitates interaction with Google Sheets by listing, reading, and writing data through an MCP server.
  • falahgs/mcp-image-analysis4puzzle: A specialized server leveraging Gemini 2.5 Pro to analyze and solve mathematical puzzles for educational purposes.
  • ucesys/dremio-python-mcp: Facilitates standardized interaction with Dremio databases through a Model-Context Protocol server, enabling SQL execution and data exploration.
  • Muhammadtallah/google-sheet: Facilitates AI-driven interactions with Google Sheets through a Model Context Protocol connector, enabling seamless spreadsheet management and data manipulation.
  • varunidealabs/file_analysis_mcp: A server utilizing FastMCP to analyze text files, offering tools for word count, character frequency analysis, and file content reading.
  • Mavline/mcp-server-vegalite: Facilitates data visualization through Vega-Lite syntax, enabling LLMs to create visual representations of data tables.
  • osushinekotan/query-fastapi-mcp: Facilitates secure querying of Google BigQuery datasets and Tavily web search through a FastAPI MCP server.
  • jmchat/mcp-ga4-admin-ts: Facilitates management of Google Analytics 4 properties and annotations through a Model Context Protocol server.
  • Mark-Friese/opendatasoft-mcp-server: Facilitates AI-driven exploration and analysis of open datasets via the Opendatasoft Explore API.
  • jmchat/mcp-ga4-data-ts: Access Google Analytics 4 reporting data through a Model Context Protocol server, compatible with Claude and other MCP clients.
  • yk097/weather-mcp: Enhances MCP clients by integrating contextual weather information.
  • dasein108/mcp-cw-graph: Facilitates interaction with CW-Social smart contracts on Cosmos blockchains through CRUD operations and rich query capabilities for cyberlinks.
  • tejpalvirk/task_researcher: A Python-based task management system that leverages AI for task decomposition and complexity analysis, offering both CLI and MCP server functionalities for enhanced project management.
  • C00ldudeNoonan/dagster-vibe-coding: Facilitates data engineering workflows with Dagster components, including Sling replication and CSV ingestion, while enabling MCP server setup via Repomix.
  • cotrane/mcp-edgar-sec: Facilitates AI-driven interactions with SEC EDGAR data through a structured MCP server interface.
  • mkummer225/google-sheets-mcp: Facilitates AI-driven interactions with Google Sheets through a Model Context Protocol connector.
  • priyankark/lighthouse-mcp: Enhance AI assistants' capabilities by integrating Google's Lighthouse tool to audit and optimize web page performance metrics.
  • yamitzky/spreadsheet-mcp: Facilitates seamless interaction with Google Spreadsheets, enabling data retrieval, manipulation, and CSV uploads through an MCP server.
  • shreyu258/Jupyter_MCP_Server: Facilitates AI-assisted code execution and data analysis by integrating Jupyter Notebooks with Claude AI via the Model Context Protocol.
  • sifue/mcp-study: A tutorial implementation of an MCP server using Node.js, designed to provide weather information through Claude Desktop integration.
  • mystique920/mcp-pandoc-ts: Facilitates document conversion across multiple formats using a TypeScript-based MCP server and a Python Flask host service for executing Pandoc commands.
  • jtwirly/weather-mcp-server: Provides weather forecasts and alerts for US locations by integrating with the National Weather Service API.
  • jlfwong/food-data-central-mcp-server: Facilitates API access to USDA's FoodData Central, enabling food searches and nutrient information retrieval through MCP protocol.
  • zen4ever/steampipe-mcp-server: Facilitates natural language queries to Steampipe PostgreSQL databases, enabling seamless data analysis across cloud providers.
  • samefarrar/mcp-pdb: MCP-PDB integrates Python's debugger with Claude and other LLMs, enabling enhanced debugging capabilities through the Model Context Protocol.
  • unravel-team/mcp-analyst: Empowers Claude to efficiently analyze large local CSV or Parquet datasets without uploading full files.
  • moritalous/bedrock-mcp-streamlit-v2: A Streamlit-based chat application integrating Bedrock and MCP tools for dynamic LLM interactions and configuration.
  • cpenniman12/semantic-postgres-mcp: Enables AI assistants to perform semantic search on PostgreSQL databases using vector embeddings for natural language queries.
  • silviorodrigues/amplitude-mcp: Facilitates interaction with Amplitude Analytics API for querying and segmenting event data.
  • colygon/agglayer-mcp-server: Facilitates cross-chain interactions and liquidity management using the Agglayer settlement layer.
  • periscopegithub/count-r-mcp: A versatile MCP server offering real-time letter 'r' counting in words via TypeScript and Python implementations using SSE.
  • abhirockzz/mcp_kusto: Facilitates data exploration and querying in Azure Data Explorer using an MCP server built with the Go SDK.
  • MindsightsAI/aya-tabular-research: AYA Tabular Research orchestrates AI-driven research processes using the Model Context Protocol to deliver structured insights from tabular data.
  • XD3an/python-sequential-thinking-mcp: Facilitates a detailed, step-by-step thinking process for problem-solving and analysis using the official MCP Python SDK.
  • yzfly/mcp-excel-server: Facilitates natural language interaction with Excel files for comprehensive data management and analysis.
  • jwaxman19/qlik-mcp: Facilitates interaction with Qlik Cloud applications, enabling data extraction from visualizations via the Qlik Cloud API.
  • aerugo/kolada-mcp: Facilitates seamless integration between LLMs and Kolada's statistical database for advanced data analysis and exploration of Swedish municipal and regional KPIs.
  • Pomilo-AI/annual_report_mcp_server: Facilitates the analysis of Swedish annual reports and organizational data using MCP tools, integrating with Bolagsverket and OpenAI APIs.
  • fbeawels/excel-mcp-server: Facilitates reading and writing of data and formulas in MS Excel files through a Model Context Protocol server.
  • ekzhu/mcp-server-sparql: Facilitates querying SPARQL endpoints through a Model Context Protocol server, enabling seamless data retrieval from sources like Wikidata.
  • datafe/quick-chart-mcp: Facilitates seamless interaction with Quick Chart through a standardized interface for AI agents.
  • PaulieB14/Subgraph-Finder: An AI-powered MCP server that helps users discover relevant subgraphs in The Graph ecosystem based on their specific requirements.
  • ANewProfile/gbif-bigquery-mcp: Facilitates natural language interaction with BigQuery data through Claude Desktop, leveraging MCP for seamless AI-database communication.
  • markov-kernel/databricks-mcp: Facilitates interaction with Databricks clusters, jobs, and notebooks through the MCP protocol, enabling seamless integration with LLM-powered tools.
  • Tex76/mcp-trend-vision-one: Facilitates seamless interaction between LLMs and Trend Vision One's API for retrieving and analyzing security alerts.
  • doggybee/mcp-server-leetcode: Facilitates AI-driven access to LeetCode's problems, user data, and contest information via GraphQL.
  • usensedata/mcp: Facilitates enterprise data query services with seamless LLM integration using the MCP protocol.
  • rlancemartin/vibe-code-benchmark: Benchmarking code agents' integration with external data sources using MCP servers for context retrieval and semantic search.
  • gifflet/graphiti-mcp-server: Graphiti MCP Server empowers AI agents with dynamic knowledge graph management using Neo4j and seamless OpenAI model integration.
  • MJunKWON/multiplication-teacher-mcp: Facilitates multiplication table calculations through an MCP server with Claude Desktop integration.
  • johnib/kusto-mcp: A TypeScript MCP server enabling AI assistants to interact with Azure Data Explorer through a standardized protocol, supporting KQL queries and schema operations.
  • Flow-Research/mcp-server-trend-persister: A Python-based MCP server that persists trend data into PostgreSQL, supporting upward and downward trend schemas.
  • dubydu/excel-mcp: Facilitates interaction with Excel and CSV files through a Model Context Protocol server, enabling data querying, updating, and management.
  • luisoala/croissant-mcp-poc: A proof-of-concept MCP server for indexing and accessing Croissant datasets with real-time updates via SSE.
  • EvanOman/mcp-data-handles: Demonstrates managing pandas DataFrames through handles in MCP servers, offering both simplified and generic operations for data manipulation.
  • bsmi021/mcp-npm_docs-server: Fetches and caches metadata and documentation for NPM packages using the npms.io API, enhancing performance with local caching.
  • mvilanova/intervals-mcp-server: Connects Claude with Intervals.icu API for seamless data retrieval and management of activities, events, and wellness data.
  • QAInsights/locust-mcp-server: Facilitates seamless integration of Locust load testing with AI-powered environments through a Model Context Protocol server.
  • Dishant27/kaggle-MCP: Facilitates seamless interaction with Kaggle competitions through AI assistants like Claude, enabling operations such as listing competitions, downloading files, and submitting predictions.
  • harshfolio/mcp-server-ga4: Facilitates LLMs in accessing and analyzing Google Analytics 4 data through a secure MCP server interface.
  • jincai/rootdata-mcp-server: Facilitates direct access to cryptocurrency and blockchain project data through RootData API integration.
  • DmitryKorzhov/improvado-mcp: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
  • moritalous/bedrock-mcp-streamlit: A Streamlit-based chat application leveraging Langchain and Bedrock, integrated with MCP tools for dynamic LLM model configuration and chat history management.
  • SepineTam/stata-mcp: Enhance your regression analysis in Stata with LLM integration for macOS, soon expanding to Windows.
  • andriichumak/gooddata-mcp: Facilitates semantic search, visualization generation, and email report scheduling for GoodData using MCP.
  • Eliovp-BV/mcp-vllm-benchmark: A proof-of-concept MCP server for interactively benchmarking vLLM models.
  • kbsooo/jupythunder: Middleware facilitating natural language interactions between Claude LLM and Jupyter Notebook for seamless data analysis workflows.
  • mpizza/mcp_mlb_statsapi: Efficiently access and process MLB data using a Multi-Channel Pipeline server integrated with the MLB Stats API.
  • automators-com/datamaker-mcp: Facilitates seamless integration between DataMaker and MCP for synthetic data generation and management.
  • damonxue/mcp-ossinsight: Provides comprehensive data analysis and insights into GitHub repositories, developers, and organizations using OSSInsight.io.
  • jhchen2222-ui/pdf-mcp: Facilitates PDF processing through a dedicated MCP server with Python integration.
  • jake459ai/tableau_remapper: Facilitates dimension remapping in Tableau workbooks using CSV mappings, enhancing data organization and clarity.
  • zyren123/mcp_project: A multi-server client project enabling simultaneous connections to multiple MCP servers with OpenAI API integration for code execution, file processing, and shell command execution.
  • kailashAppDev/graphql-mcp-toolkit: Facilitates dynamic interaction between LLMs and GraphQL APIs through schema introspection and query execution.
  • laurengarcia/weather: Provides weather forecasts and alerts through MCP integration using a free API.
  • atamaplus-public/mcp-bigquery: Facilitates AI assistants in executing SQL queries and accessing BigQuery data securely through natural language commands.
  • gotalab/bigquery-analysis-mcp-server: Facilitates secure and validated SQL query execution against Google BigQuery, ensuring data integrity and efficient processing.
  • hanlulong/stata-mcp: Enhance Stata integration in VS Code and Cursor IDE with real-time command execution and AI assistance via the Model Context Protocol.
  • yoyooyooo/mcp-weather-server: A weather information server utilizing the QWeather API to deliver current conditions, forecasts, and city lookup capabilities via MCP.
  • wrediam/better-qdrant-mcp-server: Enhances Qdrant vector database capabilities with tools for managing collections, adding documents, and performing semantic searches.
  • ckz/edu_data_mcp_server: Facilitates access to the Urban Institute's Education Data API, enabling seamless integration with Claude for retrieving and analyzing educational data.
  • xing5/mcp-google-sheets: Facilitates seamless interaction with Google Sheets for creating, modifying, and managing spreadsheets via the Google Sheets API.
  • MananShahTR/azure-log-analytics-mcp: Facilitates natural language querying of Azure Log Analytics by converting queries into KQL and executing them.
  • Headcrab/census_mcp: Facilitates interaction with the US Census API, offering tools for data retrieval and custom queries via the MCP protocol.
  • riyanshibohra/google-sheets-mcp: Facilitates seamless manipulation and analysis of Google Sheets data through a Model Context Protocol server with Claude Desktop integration.
  • danielbushman/Quickbase-MCP-connector: Facilitates AI-driven interactions with Quickbase's API, enabling seamless data management and report access through natural language commands.
  • ramp-public/ramp-mcp: Facilitates data retrieval and task execution for Ramp using a Model Context Protocol server with an in-memory ETL pipeline and sqlite database.
  • zym9863/spoonacular-server: A TypeScript-based server offering access to Spoonacular's recipe API through MCP, enabling keyword searches and detailed recipe retrieval.
  • JavOrraca/tidymodels-mcp: Enhances agentic workflows by providing comprehensive tools and resources for interacting with the tidymodels ecosystem in R.
  • csonigo/datagouv-mcp-server: Facilitates seamless interaction with Data.gouv.fr APIs to retrieve comprehensive company information in France.
  • githejie/mcp-server-calculator: Facilitates precise numerical calculations for LLMs through a Model Context Protocol server.
  • amaboh/google-sheets-mcp-server: Facilitates seamless interaction between Claude Desktop and Google Sheets for efficient data management and manipulation.
  • AVIMBU/plausible-mcp-server: Facilitates AI-driven queries to Plausible Analytics data through a Model Context Protocol server.
  • zhiwei5576/excel-mcp-server: Facilitates Excel file operations including reading, writing, and structure analysis through an MCP-based microservice.
  • fusedio/fused-mcp: Facilitates seamless integration of MCP servers with Claude's Desktop App for executing Python code via Fused User Defined Functions.
  • fish0710/excel-mcp: Facilitates Excel file manipulation with advanced features like charts and pivot tables without needing Microsoft Excel.
  • takuya0206/bigquery-mcp-server: Facilitates LLMs in executing SQL queries and understanding dataset structures on Google BigQuery.
  • MammothGrowth/dbt-cli-mcp: Facilitates AI-driven interactions with dbt projects via a command-line interface, supporting major dbt operations through MCP tools.
  • jonemo/openpyxl-mcp-server: Facilitates data retrieval from Excel files via the OpenPyXl library, enabling seamless integration with MCP clients like Claude.
  • keonchennl/mcp-graphdb: Facilitates LLMs in executing SPARQL queries on Ontotext GraphDB for RDF graph exploration.
  • rkmonarch/svm-mcp: Integrates Claude AI with SOON and SVM-based blockchains to manage balances, transactions, and token holdings.
  • JcXGTcW/wonderful_analysis_handler: Facilitates data analysis and visualization through an MCP server integrated with Claude, supporting CSV data manipulation and advanced statistical operations.
  • jamie7893/statsource-mcp: Empower LLMs with statistical analysis and ML prediction capabilities using diverse data sources.
  • root-signals/root-signals-mcp: Facilitates AI assistants in evaluating responses using Root Signals evaluators through an MCP server interface.
  • c-cf/imf-data-mcp: Integrates with the IMF data API to facilitate structured querying and processing of economic datasets.
  • KeriaDaring/DigIt: DigIt is an MCP-enabled agent that integrates with the Dora dataflow framework and MOFA for efficient context management in complex processing pipelines.
  • ctkadvisors/graphql-mcp: A TypeScript-based server enabling seamless integration with any GraphQL API through Claude AI, featuring dynamic tool generation and robust type handling.
  • dstotijn/mcp-cbs-cijfers-open-data: Facilitates AI interaction with CBS Open Data through a Model Context Protocol server, enabling advanced querying and data retrieval.
  • recallnet/recall-mcp: Facilitates blockchain storage operations with Recall services, offering account, bucket, and object management through a secure MCP server.
  • ushishu/sheet-mcp: Facilitates seamless interaction with Google Sheets through Claude chat, enabling spreadsheet management and data manipulation.
  • algonacci/mcp-excel: Facilitates reading Excel files through a client-server architecture.
  • sukhrobyangibaev/mcp_hemis_student: Facilitates seamless access to student academic data from HEMIS through Claude, enabling retrieval of grades, schedules, and university statistics.
  • Quant72AI/quant72-mcp: Facilitates standardized protocol operations on the Solana blockchain using the Model Context Protocol.
  • landicefu/divide-and-conquer-mcp-server: Facilitates AI agents in decomposing complex tasks into structured, manageable components using JSON for enhanced task tracking and context preservation.
  • pab1it0/adx-mcp-server: Enables AI assistants to query and analyze Azure Data Explorer databases via standardized interfaces.
  • takezo5096/gspreadsheet_mcp: Facilitates the retrieval of data from specified Google Spreadsheets using MCP protocol, leveraging Google Cloud Platform services.
  • RafaelCartenet/mcp-databricks-server: Facilitates SQL query execution on Databricks using the Statement Execution API, enabling complex task automation in Agent mode.
  • databutton/databutton-mcp: Facilitates initial app planning and development by deploying frontends and backends using React and Python APIs.
  • suthio/redash-mcp: Facilitates integration of Redash with AI assistants by managing and executing queries and dashboards via the Redash API.
  • PostHog/posthog-mcp: Facilitates interaction with PostHog by enabling project management and annotation creation through Claude Desktop.
  • JiantaoFu/AppInsightMCP: Provides market intelligence by analyzing data from the Apple App Store and Google Play Store, offering insights on apps, trends, competitors, and user feedback.
  • mackenly/mcp-fathom-analytics: Access Fathom Analytics data through an AI assistant using an unofficial MCP server implementation.
  • nermalcat69/zerops-mcp: Facilitates seamless GitHub repository management and file operations through an MCP server interface.
  • dschlabach/base-mcp-alpha: A Model Context Protocol server enabling Claude AI to interact with the Base blockchain and Coinbase API for onchain operations.
  • explorium-ai/mcp-explorium: Facilitates interaction with the Explorium API through an MCP server setup.
  • quintonwall/mcp-airbyte-list-sources: Facilitates monitoring of Airbyte connections through an MCP server integrated with Claude Desktop.
  • ranveer0323/stock-analysis-mcp: Provides real-time and historical stock market data from Alpha Vantage API for MCP clients.
  • imlewc/metabase-server: Facilitates AI-driven interaction with Metabase by providing a TypeScript-based MCP server for querying and managing dashboards, questions, and databases.
  • acryldata/mcp-server-datahub: Facilitates AI-driven metadata and context queries within DataHub ecosystems using the MCP protocol.
  • brandon-butterwick/MRP_Calculation: Facilitates Material Requirements Planning calculations by determining order needs and delivery schedules using the Model Context Protocol.
  • melaodoidao/datagov-mcp-server: Access and interact with government datasets from Data.gov using this MCP server.
  • WilliamCloudQi/matlab-mcp-server: Integrates MATLAB with AI to execute code, generate scripts from natural language, and access documentation directly through AI assistants.
  • sammcj/mcp-data-extractor: Facilitates the migration of embedded data and SVG components from TypeScript/JavaScript code into structured JSON and SVG files, preserving key structures and attributes.
  • GongRzhe/Quickchart-MCP-Server: Generate diverse chart types using QuickChart.io through a TypeScript-based MCP server.
  • TheNhatAT/article-analyzer: Fetches and parses article content from URLs to provide context for LLM models via Cline.
  • kfischer-okarin/mcp-server-performance-review-data: Facilitates performance review data processing through an MCP server with easy command execution using 'just'.
  • jakeyShakey/umami_mcp_server: Enhances Claude's capabilities by integrating with Umami analytics to provide data-driven insights on website performance and user behavior.
  • CartographAI/mcp-server-codegraph: Facilitates the generation and querying of graph representations in codebases, supporting multiple programming languages.
  • FocusSearch/focus_mcp_sql: FocusSearch's MCP server transforms natural language into SQL queries with enhanced accuracy and speed through a two-step keyword parsing approach.
  • FocusSearch/focus_mcp_data: Facilitates natural language data queries on DataFocus through an MCP server, enabling seamless multi-round conversations for data retrieval.
  • illuminaresolutions/n8n-mcp-server: Facilitates secure interaction between LLMs and n8n workflows, enabling management and execution of workflows, credentials, and more.
  • negokaz/excel-mcp-server: Facilitates reading and writing of data and formulas in MS Excel files via MCP protocol.
  • ChronulusAI/chronulus-mcp: Facilitates interaction with Chronulus AI Forecasting & Prediction Agents through Claude, supporting various installation methods including pip, Docker, and uvx.
  • ahmad2x4/mcp-server-seq: Facilitates interaction with Seq's logging and monitoring system through comprehensive API access using the Model Context Protocol.
  • datalayer/jupyter-mcp-server: Facilitates interaction with Jupyter notebooks through a Model Context Protocol server, enabling seamless integration with JupyterLab environments.
  • haris-musa/excel-mcp-server: Facilitates Excel file manipulation with advanced features like charts and pivot tables, without needing Microsoft Excel.
  • ArchimedesCrypto/excel-reader-mcp: Efficiently read and paginate large Excel files using a Model Context Protocol server built with SheetJS and TypeScript.
  • inkeep/inkeep-analytics-typescript: A developer-friendly TypeScript SDK that provides an MCP server for leveraging Inkeep Analytics API, enabling AI applications to manage conversations, feedback, events, and queries.
  • neuromechanist/matlab-mcp-tools: Facilitates interactive MATLAB development by executing scripts and sections while maintaining workspace context.
  • virtuarian/excel-server: Facilitates manipulation of local Excel files through MCP tools, supporting operations like reading, writing, and creating sheets.
  • truaxki/mcp-variance-log: Monitors conversation patterns for statistical anomalies and logs them to a SQLite database, integrating seamlessly with Claude Desktop.
  • jnoller/condamcp: Facilitates natural language interactions with the conda ecosystem, transforming complex CLI operations into intuitive commands for environment management and package building.
  • tosin2013/deekseek-context-optimizer: Repository classified as category 13
  • danielma-tic/fillout-mcp-server: Facilitates form management, response handling, and analytics through the Fillout.io API.
  • rebots-online/ChatGPT-neo4j-qdrant-hybrid-knowledge-graph-analyzer: A hybrid system leveraging vector embeddings and knowledge graphs for semantic search and relationship analysis of ChatGPT conversations.
  • anshumax/world_bank_mcp_server: Facilitates AI-driven analysis of World Bank open data by listing and evaluating country-specific indicators.
  • ibproduct/ib-mcp-cache-server: Enhances language model interactions by caching data to minimize token usage, seamlessly integrating with any MCP client.
  • jmh108/MCP-server-readability-python: Transforms webpage content into clean, LLM-optimized Markdown using a Python-based MCP server.
  • privetin/dataset-viewer: Interact with Hugging Face datasets through browsing, filtering, and statistical analysis capabilities.
  • honeycombio/honeycomb-mcp: Facilitates AI-driven analysis and querying of Honeycomb observability data for enterprise users, with support for multiple environments and optimized performance through caching.
  • blurrah/mcp-graphql: Facilitates dynamic interaction between LLMs and GraphQL APIs through schema introspection and query execution.
  • SecretiveShell/MCP-wolfram-alpha: Facilitates computational intelligence queries by connecting chat interfaces to the Wolfram Alpha API.
  • qpd-v/mcp-wordcounter: Facilitates text document analysis by providing word and character counting tools for LLMs.
  • saury1120/pdf-mcp: A robust service for comprehensive PDF document analysis, featuring multilingual text extraction, image processing, table recognition, and intelligent classification.
  • JoseRoberts87/data-parser: A server for loading, analyzing, and visualizing CSV data through natural language queries and visualizations.
  • isaacwasserman/mcp-vegalite-server: Facilitates data visualization through Vega-Lite syntax, enabling LLMs to generate visual representations of data.
  • DeanXu2357/mcp-translation: Facilitates multilingual translation workflows through a dedicated MCP server implementation.
  • hideya/mcp-server-weather-js: Access real-time weather information in the US using a Node.js server implementing the Model Context Protocol.
  • OpenAgentsInc/groq-dvm-test: A TypeScript-based MCP server offering chat completion via Groq's LLM API with integrated Nostr DVM support for decentralized access.
  • reading-plus-ai/mcp-server-data-exploration: A versatile MCP server for interactive data exploration, transforming complex datasets into actionable insights.
  • axiomhq/mcp-server-axiom: Facilitates AI agents in querying Axiom datasets using Axiom Processing Language through a Model Context Protocol server.
  • ergut/mcp-bigquery-server: Facilitates secure, read-only interactions between Large Language Models and BigQuery datasets, enabling natural language queries and data analysis.
  • da1y/mcp-server-elasticsearch: Facilitates LLM-driven management and querying of Elasticsearch clusters through a Model Context Protocol server.
  • ruchernchong/mcp-server-google-analytics: Facilitates the retrieval and analysis of Google Analytics 4 data through a Model Context Protocol server, enhancing LLM capabilities.
  • tinybirdco/mcp-tinybird: Facilitates interaction with Tinybird Workspaces, enabling data querying and management through MCP clients.