Data & Storage MCP Servers

Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. Run the Docker image locally, in the cloud, or on-premise.

MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents.

Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection.

Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification.

apollo.io mcp server. Get/enrich contact data for people and organizations agentically.

MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data.

MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/).

Async-first Python architecture, wrapping the official [python-arango driver](https://github.com/arangodb/python-arango) with graph management capabilities, content conversion utilities (JSON, Markdown, YAML and Table), backup/restore functionality, and graph analytics capabilities; the 33 MCP tools use strict [Pydantic](https://github.com/pydantic/pydantic) validation.

Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata.

An MCP server that connects AI agents (Cline, Claude Desktop, Cursor, etc.) to Atlassian Jira & Confluence, enabling data queries and actions through the Model Context Protocol.

Query and analyze Azure Data Explorer databases.

An MCP server that interfaces with the BambooHR APIs, providing access to employee data, time tracking, and HR management features.

Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs.

This MCP server provides tools to fetch Bilibili user profiles, video metadata, search videos, and more.

Cryptocurrency trading and market data access through Binance API integration.

MCP Server for Blockchain Data from **[Tatum](http://tatum.io/mcp)** that instantly unlocks blockchain access for your AI agents. This official Tatum MCP server connects to any LLM in seconds.

A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management.

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

An MCP server for the [College Football Data API](https://collegefootballdata.com/).

Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

Vector database server for semantic document search and metadata filtering, built on Chroma

MCP server for the Clinical Interpretation of Variants in Cancer (CIViC) database, providing access to clinical variant interpretations and genomic evidence for cancer research.

Persistent memory system enabling Claude Desktop conversations to resume with full context across sessions. Maintains conversation history, project states, and user preferences for seamless multi-session workflows.

MCP server tool enabling sharing large PDF files to Google LLMs via API for further/additional analysis and response retrieval to Claude Desktop.

MCP server enabling AI agents and LLMs to manage, monitor, and query **[CockroachDB](https://www.cockroachlabs.com/)** using natural language.

An MCP server to create secure code sandbox environment for executing code within Docker containers.

GraphRAG memory server with customizable ingestion, data processing and search

Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data.

Implements the complete [CoinMarketCap](https://coinmarketcap.com/) API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics.

An MCP server to interact with real-time data from the Congress.gov API, which is the official API for the United States Congress.

A consul MCP server for service management, health check and Key-Value Store

Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their relationships. This serves as a powerful backend for Retrieval Augmented Generation (RAG), enabling AI assistants to access precise, up-to-date project information.

Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent integations, and support for Azure deployment in secure environments with secrets stored in Azure Key Vault, as well as straightforward on-premises deployment.

Comprehensive CSV processing with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files. Built with FastMCP & Pandas.

A comprehensive MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

An MCP server to easily build data pipelines using [Dagster](https://dagster.io/).

Connect LLMs to real-time, rights-cleared, proprietary data from trusted sources. Access specialized models for Real-Time Web Search, News, Sports, Financial Data, Crypto, and premium publisher content. Explore data models at [marketplace.dappier.com](https://marketplace.dappier.com/marketplace).

MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution!

Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account.

A server that connects to the Databricks Genie, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

Leveraging Databricks Unity Catalog metadata, perform smart efficient SQL queries to solve Ad-hoc queries and explore data.

Unofficial MCP server for DataCite, providing access to research data and publication metadata through DataCite's REST API and GraphQL interface for scholarly research discovery.

Datadog MCP Server for application tracing, monitoring, dashboard, incidents queries built on official datadog api.

Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly.

Universal database MCP server connecting to MySQL, MariaDB, PostgreSQL, and SQL Server.

Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features)

Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers.

An MCP server for devcontainer to generate and configure development containers directly from devcontainer configuration files.

An MCP server that runs right inside the IDE, for connecting to MySQL, Postgres, SQLite, and MSSQL databases.

Dynamic Azure DevOps MCP server with directory-based authentication switching, supporting work items, repositories, builds, pipelines, and multi-project management with local configuration files.

MCP server for the Drug Gene Interaction Database (DGIdb), providing access to drug-gene interaction data, druggable genome information, and pharmacogenomics research.

Enable documentation access for the AI agent, supporting llms.txt and other remote or local files.

A mcp server that bridges Dune Analytics data to AI agents.

Leverages your Schemas and Access Patterns to interact with your [DynamoDB](https://aws.amazon.com/dynamodb) Database using natural language.

Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content.

A simple MCP server that lets your AI agent send emails and attach files through SMTP.

Unofficial MCP server for NCBI Entrez databases, providing access to PubMed articles, gene information, protein data, and other biomedical research resources through NCBI's E-utilities API.

Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command).

Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table.

MCP Server providing a standardized interface for converting (1) Excel or CSV data into JSON format ;(2) Excel(.xlsx) file into Structured JSON.

Persistent memory across Claude conversations with multi-project support, automatic importance scoring, and tag-based organization. Production-ready with 400+ tests.

Access to Formula 1 data including race results, driver information, lap times, telemetry, and circuit details.

Official Microsoft Fabric RTI server to accelerate working with Eventhouse, Azure Data Explorer(Kusto), Eventstreams and other RTI items using your favorite LLM models.

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

FalkorDB graph database server get schema and read/write-cypher [FalkorDB](https://www.falkordb.com)

Give your coding agent direct access to up-to date Fantasy Premier League data

Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.

The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. 😎📊

A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration with AI tools, developer workflows, and healthcare applications, it enables natural language and programmatic search, retrieval, and analysis of clinical data.

Give your coding agent direct access to Figma file data, helping it one-shot design implementation.

A blazingly fast MCP server to read and export your Figma design files.

Write down clean and better Flutter code from Figma design tokens and enrich nodes data in Flutter terminology.

Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere.

Secure file operations with configurable access controls.

Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files

Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.

A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.

Enable your agent for M&A analysis and investment banking workflows. Access company profiles, financial statements, ratios, and perform sector analysis with the [Financial Modeling Prep APIs]

FF3 Format Preserving Encryption with authentication patterns for secure data protection in LLM workflows.

MCP server acting as an interface to the [Frankfurter API](https://frankfurter.dev/) for currency exchange data.

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.

Remote hostable MCP server that can get and send Gmail messages without local credential or file system setup.

Secure file operations with configurable access controls built with Go!

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

Google Analytics MCP Server to bring data across 200+ dimensions & metrics for LLMs to analyse.

Access and editing data to your Google Sheets.

An MCP Server written in TypeScript to access and edit data in your Google Sheets.

Provides Google Vertex AI Search results by grounding a Gemini model with your own private data

Find and compare SaaS products, including data from G2 reviews, Trustpilot, Crunchbase, Linkedin, pricing, features and more, using [Gralio MCP](https://gralio.ai/mcp) server

Expose Great Expectations data validation and quality checks as MCP tools for AI agents.

Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/).

Fetch web pages and convert HTML to clean, formatted Markdown. Handles large pages with automatic file saving to bypass token limits.

HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat.

A powerful MCP Server that enables AI assistants like Claude to interact with humans through intuitive GUI dialogs. This server bridges the gap between automated AI processes and human decision-making by providing real-time user input tools, choices, confirmations, and feedback mechanisms.

Instant human feedback through an MCP, have your AI interact with humans around the world. Powered by [Rapidata](https://www.rapidata.ai/)

An MCP server implementation that integrates the Hyperliquid SDK for exchange data.

Tool platform by IBM to build, test and deploy tools for any data source

Run queries against InfluxDB OSS API v2.

Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles

Python code execution sandbox based on IPython and Docker. Stateful code execution, file transfer between host and container, configurable network access. See [ipybox MCP server](https://gradion-ai.github.io/ipybox/mcp-server/) for details.

Decompile Java bytecode into readable source code from .class files, package names, or JAR archives using CFR decompiler

Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, SQLite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants).

JSON schema generation and filtering server with TypeScript type creation optimised for retrieving relevant context JSON data using quicktype-core and support for shape-based data extraction, nested object filtering, and array processing operations.

Converting JSON into CSV format string from (1) JSON data, (2) URLs pointing to publiclly available .json files.

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. This integration enables AI-assisted code execution, data analysis, visualization, and more.

An MCP server for interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files.

The Keycloak MCP Server designed for agentic applications to manage and search data in Keycloak efficiently.

A comprehensive Model Context Protocol (MCP) server providing real-time weather data, air quality monitoring, forecasts, and astronomical information powered by Caiyun Weather API.

A comprehensive suite of Model Context Protocol (MCP) servers dedicated to cryptocurrency, blockchain, and Web3 data aggregation, analysis, and services from Kukapay.

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

A Model Context Protocol server for LLDB that provides LLM-driven debugging.

Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts.

Searching and retrieving Lottie animations from [LottieFiles](https://lottiefiles.com/)

Turn scattered ChatGPT/Claude/Cursor conversations into persistent, searchable knowledge.

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.

MariaDB database integration with configurable access controls in Python.

Convert between various file formats using Pandoc

Convert files to Markdown

The server designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files.

Static server that provides AI models with persistent tool-specific context and rules, preventing context loss between chat sessions and enabling consistent behavior across interactions.

Server that provides local-first document management and semantic search via embeddings or Gemini AI (recommended). Optimized for performance with disk persistence, an in-memory index, and caching.

Bluesky feed for MCP related news and discussion by **[@brianell.in](https://bsky.app/profile/brianell.in)**

Fastest way to interact with your Database such as SQL Server, SQLite and PostgreSQL

Universal MCP memory service providing semantic memory search, persistent storage, and autonomous memory consolidation for AI assistants across 13+ AI applications.

A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files.

The AI Agent's "App Store": Discover, install, and monetize AI capabilities — all within the MCP ecosystem.

A Data Security First filesystem MCP server that implements .mcpignore to prevent MCP clients from accessing sensitive data.

Knowledge graph-based persistent memory system.

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar)

MCP server for RAG on local files

A Model Context Protocol Server for MongoDB.

MongoDB MCP Server with Mongoose Schema and Validation.

Full Featured MCP Server for MongoDB Databases.

MCP Server to interact with Morningstar Research, Editorial and Datapoints

MSSQL database integration with configurable access controls and schema inspection

MCP server providing access to NASA's visual data APIs including Mars Rover photos, Earth satellite imagery (EPIC/GIBS), and Astronomy picture of the day. Features built-in image analysis tools with automatic format detection, compression, and base64 conversion for LLM integration.

Unofficial MCP server for the National Cancer Institute's Genomic Data Commons (GDC), providing access to harmonized cancer genomic and clinical data for oncology research.

A community built server that interacts with Neo4j Graph Database.

Read and write access to NocoDB database.

(by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases.

Connect AI assistants to Odoo ERP systems for business data access and workflow automation.

An MCP server provides various blockchain data and market price data via the OKX API. The server enables Claude to perform operations like retrieve assets prices, transaction data, account history data and trade instruction data.

Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization.

Unofficial MCP server for the Open Targets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research.

Professional MCP server providing ML-powered author disambiguation and comprehensive researcher profiles using the OpenAlex database.

Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors.

Interact with OpenDota API to retrieve Dota 2 match data, player statistics, and more.

Generic Database Management System (DBMS) access via Open Database Connectivity (ODBC) Connectors (Drivers)

Generic Database Management System (DBMS) access via Open Database Connectivity (ODBC) Connectors (Drivers)

Generic Database Management System (DBMS) access via Open Database Connectivity (ODBC) Connectors (Drivers) for PyODBC

Generic Database Management System (DBMS) access via SQLAlchemy (PyODBC) Connectors (Drivers)

MCP Server for OpenMetadata, an open-source metadata management platform.

Unofficial MCP server for OpenNeuro, providing access to open neuroimaging datasets, study metadata, and brain imaging data for neuroscience research and analysis.

An MCP server conducts real-time material science data queries with the Optimade database (for example, elemental composition, crystal structure).

MCP server for Oura API to retrieve one's sleep data

Interact with the Pagos API. Query Credit Card BIN Data with more to come.

MCP server to read and search text in a local PDF file.

MCP server + command line tool that allows agents to see & control long-running processes like web servers.

Unofficial MCP server for the Pharos database by the National Center for Advancing Translational Sciences (NCATS), providing access to target, drug, and disease information for drug discovery research.

A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across sessions.

MCP server for managing your podcasts, episodes, and analytics through the Podbean API. Allows for updating, adding, deleting podcasts, querying show description, notes, analytics, and more.

A PostgreSQL MCP server offering dual HTTP/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support.

Interact with Powerdrill datasets, authenticated with [Powerdrill](https://powerdrill.ai) User ID and Project API Key.

Run Python code in a secure sandbox via MCP tool calls, powered by Deno and Pyodide

The Model Context Protocol (MCP) Server built on Qiniu Cloud products supports users in accessing Qiniu Cloud Storage, intelligent multimedia services, and more through this MCP Server within the context of AI large model clients.

Interact with your crash reporting and real using monitoring data on your Raygun account

Unofficial MCP server for the Research Collaboratory for Structural Bioinformatics Protein Data Bank (RCSB PDB), providing access to 3D protein structures, experimental data, and structural bioinformatics information.

Redbee MCP server that provides support for interacting with Redbee API.

Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.

An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval.

Fast, asynchronous MCP server for efficient handling of various filesystem operations built with the power of Rust.

Real-time FDA food safety data: recalls, adverse events, analysis.

Interact with Salesforce Data and Metadata

Universal Salesforce integration with OAuth authentication, smart learning system, comprehensive backup capabilities, and full CRUD operations for any Salesforce org including custom objects and fields.

Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.

Real-time PostgreSQL & Supabase database schema access for AI-IDEs via Model Context Protocol. Provides live database context through secure SSE connections with three powerful tools: get_schema, analyze_database, and check_schema_alignment. [SchemaFlow](https://schemaflow.dev)

Transform complex, repetitive AI interactions into persistent, executable scripts with comprehensive script management (add, edit, remove, list, search, execute) and multi-language support (Bash, Python, Node.js, TypeScript).

Recommends the most relevant MCP servers based on the client's query by searching this README file.

A Model Context Protocol Server for retrieving data from public [SearXNG](https://docs.searxng.org) instances, with fallback support

(by Stefano Amorelli) A community Model Context Protocol Server to access financial filings and data through the U.S. Securities and Exchange Commission ([SEC](https://www.sec.gov/)) `Electronic Data Gathering, Analysis, and Retrieval` ([EDGAR](https://www.sec.gov/submit-filings/about-edgar)) database

A free SEO tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more. by [claudemcp](https://www.claudemcp.com/servers/seo-mcp).

MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com)

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.

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.

This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations.

This MCP server provides real-time football match data based on the SoccerDataAPI.

An MCP server that can execute SSH commands remotely, upload files, download files, and so on.

A production-ready Model Context Protocol server for SSH automation with background execution, file transfers, and comprehensive timeout protection. Features structured output, progress tracking, and enterprise-grade testing (87% coverage).

A comprehensive MCP server for interacting with the Starknet blockchain, providing tools for querying blockchain data, resolving StarknetIDs, and performing token transfers.

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

Market research and business intelligence with TAM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS, Census Bureau, FRED, IMF, Nasdaq Data Link, OECD, and World Bank.

An efficient task manager. Designed to minimize tool confusion and maximize LLM budget efficiency while providing powerful search, filtering, and organization capabilities across multiple file formats (Markdown, JSON, YAML)

A Model Context Protocol (MCP) server that provides raw TCP socket access, enabling AI models to interact directly with network services using raw TCP Sockets. Supports multiple concurrent connections, buffering of response data and triggering automatic responses.

A Telegram API bridge that manages user data, dialogs, messages, drafts, read status, and more for seamless interactions.

his MCP server enables LLMs to interact with Teradata databases. This MCP Server support tools and prompts for multi task data analytics

An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.

An MCP server for the Thales CipherTrust Data Security Platform (CDSP) Cloud Key Management (CAKM) connector. This MCP server supports Ms SQL and Oracle databases.

A Model Context Protocol (MCP) server that allows interacting with the CipherTrust RestFul Data Protection (CRDP) data protection service.

An MCP server that powers AI agents with indexed blockchain data from The Graph.

A Model Context Protocol server that enables AI assistants to query Tideways performance monitoring data and provide conversational performance insights for PHP applications.

A community built MCP server that interacts with TigerGraph Graph Database.

This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.

An MCP server provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.

An MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in Typesense collections.

Unofficial MCP server for UniProt, providing access to protein sequence data, functional annotations, taxonomic information, and cross-references for proteomics and bioinformatics research.

Advanced Unity3d Game Engine MCP which supports ,Execution of Any Editor Related Code Directly Inside of Unity, Fetch Logs, Get Editor State and Allow File Access of the Project making it much more useful in Script Editing or asset creation.

Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

MCP server for accessing United States Patent & Trademark Office data through its Open Data Protocol (ODP) API.

[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

Generate visualizations from fetched data using the VegaLite format and renderer.

Vertica database integration in Python with configurable access controls and schema inspection

Real-time Python package vulnerability scanner that checks dependencies against OSV and NVD databases, providing comprehensive security analysis with CVE details, lock file support, and actionable upgrade recommendations.

Get real-time weather data for any location using weatherapi.

Wikidata MCP server that interact with Wikidata, by searching identifiers, extracting metadata, and executing sparql query.

Unofficial REMOTE MCP server for Wikidata's SPARQL endpoint, providing access to structured knowledge data, entity relationships, and semantic queries for research and data analysis.

Windsor MCP (Model Context Protocol) enables your LLM to query, explore, and analyze your full-stack business data integrated into Windsor.ai with zero SQL writing or custom scripting.

A server that fetches data indicators available with the World Bank as part of their data API

MCP server that brings AI to your Xcode projects, enabling intelligent code assistance, file operations, project management, and automated development tasks.

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

Read and search through your XMind directory containing XMind files.

📈 Lets your AI interact with Yahoo Finance to get comprehensive stock market data, news, financials, and more. Proxy supported.

A Model Context Protocol (MCP) server for integrating with YNAB (You Need A Budget), allowing AI assistants to securely access and analyze your financial data.

Unofficial MCP server for ZincBind, providing access to a comprehensive database of zinc binding sites in proteins, structural coordination data, and metalloproteomics research information.