data-analysis--business-intelligence.md

📊 Data Analysis & Business Intelligence

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

• Nexly Analytics: Hosted, read-only product and web analytics for AI agents, covering traffic, pages, acquisition, custom events, funnels, reports, anomalies, and AI-traffic breakdowns. Streamable HTTP endpoint at https://api.nexly.to/mcp with OAuth 2.1 and PKCE; supports Claude, Cursor, Codex, and other OAuth-capable MCP clients. Listed in the official MCP Registry as to.nexly/analytics.

• Steep: Query a governed semantic layer — list and query metrics (with date ranges and breakdowns), targets, entities, modules, reports, and workspace members — and create reports. Streamable HTTP endpoint at https://mcp.steep.app/mcp with OAuth (RFC 9728 discovery + dynamic client registration). Listed in the official MCP Registry as app.steep/mcp. Apache-2.0.

• CrashStory MCP: Colorado crash data and attorney-search MCP server with 15 tools for querying 594K+ crash records by location, date, and severity, plus AI-analyzed review intelligence for 600+ personal injury attorneys. Streamable HTTP endpoint: https://crashstory-mcp-production.up.railway.app/mcp. Public read-only. MIT.

• ResultRail: Hosted remote MCP server for pay-per-success public-data result packs with source URLs, confidence, timestamps, and receipt hashes. Streamable HTTP endpoint at https://x402-resource-scanner.vercel.app/resultrail/mcp; public initialize and tools/list; protected paid execution may require product authorization or x402 payment flow.

• Alessandro114/scala-mcp-server: Search 250M+ companies across 40+ countries — revenue, employees, credit score (0-100), industry. 6 tools for company search, lookup, report generation, and database stats. Free tier: 50 lookups/month. Install: npx scala-mcp-server.

• us-all/openmetadata-mcp-server - OpenMetadata MCP server with 170 tools across metadata, lineage, search, data quality, sample data, and OM 1.12+ Data Contracts. Includes lineage-impact and quality-rollup aggregations.

• us-all/dbt-mcp-server: dbt MCP server with 22 read-only tools across manifest.json / run_results.json / sources.json / catalog.json (model/test/source introspection, run-history analysis, slow models, per-column test coverage, lineage walks) plus 5 DQ result-table tools (BigQuery + Postgres lazy peer imports). 4 triage Prompts and 4 aggregations.

• us-all/airflow-mcp-server: Airflow MCP for the Airflow 3.x /api/v2 REST API with JWT auth (SimpleAuthManager). 7 tools (DAG list, runs, task instances, log tails, trigger, clear) plus dag-health-rollup aggregation and 2 triage Prompts. Read-only by default; trigger/clear gated by AIRFLOW_ALLOW_WRITE.

• feriadosapi/mcp-server: Brazilian holidays MCP server covering 5,570+ municipalities, 27 states, and national holidays. Returns holiday data by date, state, or city (IBGE code).

• 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.

• Bilig WorkPaper: Headless spreadsheet WorkPaper MCP server for formula readback, input edits, and JSON persistence in Node.js agent workflows.

• 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.

• 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.

• 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.

• 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.

• Formo: Official hosted, read-only MCP server for project-scoped product and onchain analytics, including SQL, funnels, retention, revenue, users, and wallet profiles. Supports OAuth or workspace API keys. Docs.

• 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.

• 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

• 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.

• Whatsonyourmind/oraclaw: Decision intelligence for AI agents — 19 algorithms (bandits, constraint solvers, Monte Carlo simulation, forecasting, anomaly detection, risk analysis), 12 MCP tools, sub-25ms, zero LLM cost. Install: npx @oraclaw/mcp-server.

• meacheal-ai/mrc-data: Chinese apparel supply chain data for AI agents. Covers 3,000+ verified manufacturers, 350+ lab-tested fabrics, and 170+ industrial clusters with AATCC/ISO/GB lab test reports.

• Strale: 250+ quality-scored capabilities for AI agents: company data across 27 countries, compliance checks (KYB, AML, sanctions, GDPR), financial validation, web intelligence, document extraction, developer tools, and data processing. Every capability independently tested with Strale Quality Score (SQS). Free tier available.

• trendsmcp/trends-mcp: Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam, Spotify, X (Twitter), App Store, Google Play, web traffic, and news sentiment via one MCP connection. Works with Claude, Cursor, VS Code, Windsurf, ChatGPT, and any MCP-compatible AI. Free API key, 20 requests/day.

• shagarwal/agentdatamarketplace: DataBazaar — an agent-first data marketplace. AI agents discover, preview, bid on, and purchase datasets via MCP tools (search_datasets, get_dataset, buy_now, place_bid, get_download_url). Free datasets download without auth; paid ones use a saved Stripe card.

• africa-api/africa-api-mcp: Access structured data on all 54 African countries — 40 tools covering indicators, markets, trade, government, elections, and policies.

• sapph1re/feedback-synthesis-mcp: Synthesize customer feedback from GitHub Issues, Hacker News, and App Store reviews into ranked pain clusters with evidence links and suggested actions. 4 tools: synthesize feedback ($0.05/call), extract pain points ($0.02/call), search feedback ($0.01/call), sentiment trends ($0.03/call). x402 micropayments on Base mainnet. Suggested category: Data...

• Intelica: Competitive intelligence MCP server returning structured moat scoring, competitor mapping, market-entry analysis, and strategic recommendations benchmarked against 3,600+ companies. Tool: analyze_competitor. Streamable HTTP endpoint at https://api.intelica.dev/mcp; x402 pay-per-call; discovery at https://api.intelica.dev/llms.txt.

• DC Hub: Live data-center, power-grid, fiber, gas & M&A intelligence for AI agents — DC Hub Power Index (300+ US markets, BUILD/CAUTION/AVOID), ISO grid telemetry, fiber routes, 2,000+ M&A deals; 70 tools. Streamable HTTP endpoint at https://dchub.cloud/mcp. Free tier, no signup. In the official MCP Registry. CC-BY-4.0.

• AMZScout Skill + MCP: Amazon marketplace data and business intelligence for AI agents with product research, competitor analysis, keyword discovery, and PPC planning.

• talivia-group/agent: Official remote and local MCP server for revenue-first website analytics. Install tracking, verify live events, connect payment attribution, and identify which referrers, campaigns, pages, and customer journeys generate revenue. Streamable HTTP with OAuth at https://talivia.com/mcp, plus local stdio via npx -y @talivia/agent mcp.