Data & Analytics
308 capabilities
Enable data-driven decision making with analytics capabilities. Process datasets, run analyses, create visualizations, and build data pipelines that help agents work with structured and unstructured data.
What agents can do with data & analytics
All Data & Analytics Capabilities
Filter in browse →Google Bigquery Mcp Server By Cdata
⭐ 75Connect to Google BigQuery databases using CData's MCP Server. Requires a separate CData JDBC Driver license.
Rds Management
⭐ 75Manage Amazon RDS and Aurora database clusters, including instances, backups, parameters, costs, and monitoring.
Aws Postgress
⭐ 70A read-only MCP server for querying AWS PostgreSQL databases.
Access Mdb
⭐ 65Allows AI to interact with Microsoft Access databases, supporting data import and export via CSV files.
Africastalking Airtime
⭐ 65Interact with Africa's Talking airtime service and store transaction data in a local SQLite database.
Agi
⭐ 65Provides persistent memory for AI systems to enable continuity of consciousness, using an external PostgreSQL database.
Aiven
⭐ 65Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
Alibabacloud Adb Mysql
⭐ 65An interface for AI agents to interact with AnalyticDB for MySQL databases, allowing them to retrieve metadata and execute SQL operations.
Alibabacloud Dms
⭐ 65An AI-powered gateway for managing over 40 data sources like Alibaba Cloud and mainstream databases, featuring NL2SQL, code generation, and data migration.
Alyio.Mcpmssql
⭐ 65A read-only Model Context Protocol (MCP) server for Microsoft SQL Server, enabling safe metadata discovery and parameterized SELECT queries.
Assistant
⭐ 65An MCP server that dynamically loads tools from an external JSON file configured via an environment variable.
Astro Mcp
⭐ 65A modular server providing unified access to multiple astronomical datasets, including astroquery services and DESI data sources.
Atlas
⭐ 65A task management system for LLM agents to manage projects, tasks, and knowledge using a Neo4j database for complex workflow automation.
Backpressure
⭐ 65Backpressure and concurrency control middleware for FastMCP. Prevents server overload from LLM tool-call storms with configurable limits and JSON-RPC errors.
Bigquery Analysis
⭐ 65Execute and validate SQL queries against Google BigQuery. It safely runs SELECT queries under 1TB and returns results in JSON format.
Cesium
⭐ 65AI-powered CesiumJS 3D globe control — 43 tools for camera, entities, layers, animation, and interaction via MCP protocol. Also available as a remote server via Streamable HTTP.
Chatgpt Supabase Api
⭐ 65An enterprise-ready system to archive AI conversations from ChatGPT and Claude into a Supabase database.
Chroma Mcp Server
⭐ 65An MCP server for the Chroma embedding database, providing persistent, searchable working memory for AI-assisted development with features like automated context recall and codebase indexing.
Context Portal
⭐ 65A server for managing structured project context using SQLite, with support for vector embeddings for semantic search and Retrieval Augmented Generation (RAG).
Crm
⭐ 65A production-ready MCP server for Customer Relationship Management (CRM) functionality, built with TypeScript and SQLite.
Custom
⭐ 65A versatile MCP server built with Next.js, providing a range of tools and utilities with Redis state management.
Custom Elasticsearch Mcp Server
⭐ 65A simple MCP server for Elasticsearch, designed for cloud environments where your public key is already authorized.
Data Exploration
⭐ 65MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
Databricks
⭐ 65Interact with Databricks Unity Catalog metadata to explore catalogs, schemas, tables, and execute SQL queries.
Datagouv
⭐ 65Interact with the French government's open data platform (data.gouv.fr) to search for company information.
Db Query
⭐ 65Query and export data from various databases including ElasticSearch, MySQL, PostgreSQL, Oracle, and SQLite.
Db Supermarket Mcp
⭐ 65A dockerized PostgreSQL database project for a supermarket data schema, with MCP integration for Claude Desktop.
Dbs
⭐ 65Connects to and interacts with various database systems like SQLite, PostgreSQL, SQL Server, and MongoDB.
Dchub
⭐ 65Data center intelligence MCP server — search 20,000+ facilities across 140+ countries, score sites for power/fiber/risk, track $51B+ in M&A deals, monitor real-time grid fuel mix, and access 79,755 substations + 37K gas pipelines. 15 tools via Streamable HTTP. Free tier included.
Deltatask
⭐ 65A powerful, locally-hosted task management application with Obsidian integration and SQLite database support.
Dify Plugin Agent Mcp Sse
⭐ 65An agent that supports Function Calling and ReAct for the MCP protocol via HTTP with SSE or Streamable HTTP transport.
Dify Plugin Tools Mcp Sse
⭐ 65Fetch and call tools via MCP over HTTP with SSE or Streamable transport. Supports configuration of multiple MCP services.
Doris Mcp Lite
⭐ 65A lightweight MCP server for connecting to Apache Doris and other MySQL-compatible databases, providing tools and prompts for LLM applications.
Dynamodb Toolbox
⭐ 65Leverages your Schemas and Access Patterns to interact with your DynamoDB Database using natural language.
Expert Registry
⭐ 65An MCP server for expert discovery, registration, and context injection, utilizing vector and graph databases.
Gnosis
⭐ 65Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage documentation without leaving your editor. Works instantly with SQLite (no setup), upgrades to PostgreSQL + pgvector for hybrid semantic search. Includes skills for searching docs (/gnosis:search), health checks (/gnosis:status), doc management (/gnosis:manage), and first-time setup (/gnosis:setup). 6 MCP tools, 3 resources, FTS5 k
Go Mcp Postgres
⭐ 65A standalone MCP server for interacting with PostgreSQL databases. It supports CRUD operations, a read-only mode, and query plan checking.
Graphrag Mcp
⭐ 65Query a hybrid graph (Neo4j) and vector (Qdrant) database for powerful semantic and graph-based document retrieval.
Gremlin
⭐ 65Interact with any Gremlin-compatible graph database using natural language, with support for schema discovery, complex queries, and data import/export.
Health Api
⭐ 65A FastAPI microservice for health-related operations, featuring JWT authentication and a PostgreSQL database with Alembic migrations.
Host
⭐ 65A host for running multiple MCP servers, such as a calculator and an IP location query server, configured via a JSON file.
Influxdb
⭐ 65An MCP server for interacting with InfluxDB time-series databases, enabling AI assistants to work with time-series data.
Inked
⭐ 65A memory management server for Claude apps with optional AI-powered search, using local SQLite storage.
Isthmus
⭐ 65Local MCP server that connects AI models to any PostgreSQL database. Discover schemas, explore relationships, profile tables, and run read-only SQL queries, policy column masking,... all running locally
Json Advanced Memory Bank
⭐ 65An intelligent memory management server with 14 optimized tools. It provides AI-powered summaries, a clean interface, and supports an optional PostgreSQL database with pgvector.
Knowledgegraph
⭐ 65Enables persistent knowledge storage for Claude using a knowledge graph with multiple database backends like PostgreSQL and SQLite.
Kuzumem Mcp
⭐ 65A distributed memory bank MCP tool that stores memories in a KùzuDB graph database, with repository and branch filtering capabilities.
Legion
⭐ 65Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite
Lenses
⭐ 65Manage, explore, transform and join data across multiple clusters using different flavours of Apache Kafka via Lenses.io (including the free Community Edition)
Libsql
⭐ 65MCP server for libSQL databases with comprehensive security and management tools. Supports file, local HTTP, and remote Turso databases with connection pooling, transaction support, and 6 specialized database tools.
Lifecycle
⭐ 65An MCP server for managing the software development lifecycle, with support for an optional external SQLite database.
Linear Regression Mcp
⭐ 65Train a Linear Regression model by uploading a CSV dataset file, demonstrating an end-to-end machine learning workflow.
Local Memory
⭐ 65A production-ready persistent memory system for AI agents, offering searchable memory across sessions with semantic search and support for multiple database backends.
Low Level Server Streamable Http
⭐ 65A low-level MCP server implementation with streamable HTTP support, configured via environment variables.
Mcp Server Couchbase
⭐ 65Interact with Couchbase databases using natural language. Perform CRUD operations, query buckets, and execute N1QL queries.
Mcpfirebird
⭐ 65An MCP server for Firebird SQL databases, enabling LLMs to securely access, analyze, and manipulate database content.
Mcphub
⭐ 65A hub server for managing and scaling multiple MCP servers via flexible Streamable HTTP (SSE) endpoints.
Mcpjungle
⭐ 65A self-hosted MCP Server registry for private AI agents, supporting both PostgreSQL and SQLite databases.
Mem0 Mcp Selfhosted
⭐ 65Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
Memory Keeper
⭐ 65A server for persistent context management in Claude AI coding assistants, using a local SQLite database for storage.
Meta
⭐ 65An MCP server for intelligent tool routing, using a Qdrant vector database and LM Studio for embeddings.
Mnemon
⭐ 65Persistent layered memory for AI agents — 4-layer model, FTS5 search, fact versioning, EN+RU stemming. Local-first, zero-cloud, single SQLite file.
Mongodb Atlas
⭐ 65Manage MongoDB Atlas projects, including cluster creation, user management, and network access configuration.
Mongodb Mcp That Works
⭐ 65A MongoDB MCP server with schema discovery and field validation. Requires a MONGODB_URI environment variable.
Mongodb Model Context Protocol Mcp
⭐ 65Interact with MongoDB databases using natural language to query collections, inspect schemas, and manage data.
Movies
⭐ 65A comprehensive movie database server supporting advanced search, CRUD operations, and image management via a PostgreSQL database.
Mssql Mcp Server
⭐ 65Interact with Microsoft SQL Server (MSSQL) databases. List tables, read data, and execute SQL queries with controlled access.
My Bear
⭐ 65Allows AI assistants to read notes from the Bear note-taking app by connecting directly to its SQLite database.
My Memory
⭐ 65A TypeScript and SQLite-based server enabling AI to remember personal data for personalized communication.
My Postgres
⭐ 65Provides read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute queries.
Mysql Mcp
⭐ 65A MySQL database server for AI assistants, enabling full CRUD operations, transaction management, and intelligent rollback.
Mysql Simple
⭐ 65A simple MCP server for MySQL, demonstrating fundamental MCP protocol concepts. Requires a MySQL database connection configured via environment variables.
Neo4J Memory
⭐ 65A knowledge graph memory server using the Neo4j graph database to store and retrieve information from AI interactions.
News
⭐ 65Provides access to news articles from a PostgreSQL database and offers a tool to summarize them using the OpenAI API.
Nextjs
⭐ 65A Next.js-based MCP server with OAuth 2.1 authentication support using Google as the default provider. Requires a PostgreSQL database and optionally Redis for SSE transport.
Oauth
⭐ 65A Next.js template for building MCP servers with OAuth 2.1 authentication, supporting PostgreSQL and Redis.
Oauth Sample
⭐ 65A sample MCP OAuth server implementation using Next.js, providing OAuth 2.1 authentication with Google and PostgreSQL.
Obsidian Jsoncanvas
⭐ 65A server for creating, modifying, validating, and exporting JSON Canvas files, a format for infinite canvas data.
Oceanbase Mcp Server
⭐ 65Interact with OceanBase databases, allowing AI assistants to list tables, read data, and execute SQL queries securely.
Octopus
⭐ 65A high-performance, persistent knowledge base MCP server built with Rust. Supports local deployment with hybrid datastores like Qdrant, Neo4j, and Redis.
Onetool
⭐ 65🧿 One MCP for developers - No tool tax, no context rot. 100+ tools including Brave, Gemini, Context7, Version Checker, Excel, File Ops, Database, Chrome DevTools.
Openfoodtox
⭐ 65MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in food dataset
Opengenes
⭐ 65Access the OpenGenes database for aging and longevity research, with automatic updates from Hugging Face Hub.
Opera Omnia
⭐ 65Access a rich collection of JSON datasets for games, storytelling, and bot development from the Opera Omnia project.
Oracledb Mcp Server
⭐ 65An MCP server for interacting with Oracle Database, enabling SQL generation and data retrieval via LLM prompts.
Orionbelt Analytics
⭐ 65Analyzes relational database schemas (PostgreSQL, Snowflake, and Dremio) and automatically generates comprehensive ontologies in RDF/Turtle format with direct SQL mappings.
Orionbelt Semantic Layer
⭐ 65API-first engine and MCP server that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse, Dremio, and Databricks
Outlook Email
⭐ 65An email processing server that uses MongoDB for semantic search and SQLite for efficient storage and retrieval.
Pg Mcp Research
⭐ 65Provides read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute queries.
Pgedge Postgres
⭐ 65100% Open Source Enterprise PostgreSQL MCP with natural language queries, hybrid search (pgvector+BM25)
Pgvector
⭐ 65Provides semantic search capabilities for PostgreSQL databases using the pgvector extension, with support for multiple embedding providers.
Postgres
⭐ 65An MCP server for PostgreSQL providing index tuning, explain plans, health checks, and safe SQL execution.
Postgres Multi Schema
⭐ 65Provides read-only access to PostgreSQL databases with multi-schema support, allowing LLMs to inspect schemas and execute queries across different namespaces.
Postgresql Mcp.Git
⭐ 65A Model Context Protocol (MCP) server that provides AI assistants (like Claude) with tools to directly interact with PostgreSQL databases securely.
Powersun Tron
⭐ 65TRON Energy & Bandwidth marketplace and DEX swap aggregator for AI agents. 27 tools: buy energy, swap TRC-20 tokens, sell resources, earn passive income. Remote Streamable HTTP, no installation required.
Project Synapse
⭐ 65Transforms raw text into interconnected knowledge graphs and generates insights using a Neo4j database.
Projectflow
⭐ 65A workflow management system for AI-assisted development with MCP support, featuring flexible storage via file system or PostgreSQL.
Qdrant Loader
⭐ 65A toolkit for loading data into the Qdrant vector database, supporting AI-powered development workflows.
Quick Data For Windows
⭐ 65A Windows-optimized server for performing data analytics on JSON and CSV files, designed for Claude Desktop integration.
Rag
⭐ 65A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.
Rails Pg Extras
⭐ 65An MCP interface for the rails-pg-extras gem, providing PostgreSQL metadata and performance analysis through LLM prompts.
Rapidtools
⭐ 65Deterministic JSON Schema validation with signed cryptographic attestations. Validate payloads, verify signatures, and retrieve attestation records.
Robotmem
⭐ 65Persistent memory system for robots. Store, recall and learn from sensor data, motor commands, and experiences across sessions. Fully offline, SQLite + ONNX.
Rocketmq
⭐ 65A server for interacting with Apache RocketMQ, a distributed messaging and streaming platform, requiring environment variables for configuration.
Schemacrawler Mcp Server Usage
⭐ 65Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
Schemaflow
⭐ 65Real-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.
Selfhosted Supabase
⭐ 65Interact with self-hosted Supabase instances for database introspection, management, and interaction.
Simple
⭐ 65A simple MCP server with streamable HTTP transport that supports basic math tools like add and multiply.
Simpledb
⭐ 65A secure MCP server for accessing and exploring relational databases like MySQL, PostgreSQL, Salesforce, and AWS Glue.
Sj Redm
⭐ 65A versatile MCP server for RedM development, providing access to RDR3 discoveries, framework documentation, native functions, and database operations.
Snow Tg
⭐ 65An MCP server for Snowflake providing tools for Cortex AI features like Search, Analyst, and Complete.
Snowflake Server Readonly
⭐ 65A read-only server for interacting with Snowflake databases, allowing SELECT queries and access to schema context.
Sqlalchemy
⭐ 65An MCP server for connecting to any ODBC-compliant database via SQLAlchemy, supporting various DBMS backends.
Sqlaugur
⭐ 65MCP server providing AI assistants with safe, read-only access to SQL Server databases. Built with C#/.NET 10, it uses AST-based query validation (Microsoft's T-SQL parser) to ensure only SELECT statements execute - blocking INSERT/UPDATE/DELETE/DROP/EXEC at the syntax tree level. Features include schema exploration, PlantUML/Mermaid ER diagram generation, rate limiting, and integrated DBA diagnostic toolsets (First Responder Kit, DarlingData, sp_WhoIsActive).
Streamable Http Python
⭐ 65A Python template for creating a streamable HTTP MCP server. Requires an external 'mcp-config.json' file for client setup.
String Db Mcp Server
⭐ 65Access the STRING protein interaction database for network analysis, functional enrichment, and comparative genomics.
Supabase Memory Service
⭐ 65A memory service using Supabase PostgreSQL with pgvector for semantic search and knowledge graph storage.
Supamcpbuilder
⭐ 65A runtime-configurable MCP server that turns a Supabase project into an AI-compatible tool interface.
Swift
⭐ 65Answers Swift and SwiftUI questions based on the '100 Days of SwiftUI' course using a local SQLite database.
Teleport Docs
⭐ 65Search and query Teleport's documentation using embeddings stored in a local Chroma vector database.
Teradata
⭐ 65A collection of tools for managing the platform, addressing data quality and reading and writing to Teradata Database.
Text2Sql
⭐ 65Provides natural language access to relational databases using advanced language models, supporting multiple database types.
Tiger Cli
⭐ 65Control Postgres database services running on Tiger Cloud with TimescaleDB and other PostgreSQL extensions.
Tmp Amazon Neptune Mcp Server
⭐ 65Query Amazon Neptune databases using openCypher, Gremlin, and SPARQL. Supports both Neptune Database and Neptune Analytics.
Trino
⭐ 65A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.
Turso Cloud
⭐ 65Integrate with Turso databases for LLMs, featuring a two-level authentication system for secure operations.
Vertica
⭐ 65A server for managing and querying Vertica databases, including connection, schema, and security management.
Visidata
⭐ 65Interact with VisiData, a terminal spreadsheet multitool for discovering and arranging tabular data in various formats like CSV, JSON, and Excel.
Xmcp
⭐ 65A streamable HTTP MCP server that proxies requests to stdio MCP servers within a container, providing a consistent command environment.
Adonet
⭐ 60A C# MCP server for interacting with databases via ADO.NET, compatible with Virtuoso.
Aitable
⭐ 60Provides read and write access to AITable.ai, a collaborative database and spreadsheet platform.
Alpha Ticker
⭐ 60Streams real-time Binance Alpha token prices and liquidity data for AI agents and workflows.
Alphafold Mcp Server
⭐ 60Access the AlphaFold Protein Structure Database for protein structure prediction and analysis.
Apple Watch Health
⭐ 60A Python-based MCP server that connects to an Elasticsearch index with Apple HealthKit data.
Arangodb
⭐ 60A server for interacting with ArangoDB, a native multi-model database system.
Astra Db
⭐ 60A server for interacting with the Astra DB database-as-a-service built on Apache Cassandra.
Bear
⭐ 60Access and manage your Bear Notes from a local SQLite database.
Bigquery
⭐ 60BigQuery database integration with schema inspection and query capabilities
Brick
⭐ 60Provides database access, supporting SQLite, SQL Server, PostgreSQL, and MySQL.
Bricks And Context
⭐ 60Production-grade MCP server for Databricks: SQL Warehouses, Jobs API, multi-workspace support.
Chmcp
⭐ 60A server for managing ClickHouse databases and ClickHouse Cloud services.
Claude Prompts
⭐ 60A universal MCP server that loads prompts from an external JSON configuration file.
Clawpage
⭐ 60Extract and structure any web page into clean JSON.
Cockroachdb
⭐ 60Integrate with CockroachDB, a cloud-native, distributed SQL database.
Conf
⭐ 60Edit the mcp.json configuration file for tools like AWS Q Developer and Claude Desktop.
Console Mcp
⭐ 60Bridge external console processes with Copilot by searching through JSON log files.
Data Pipeline Connector
⭐ 60Universal data connector for CSV, Postgres, and REST APIs via DuckDB
Database
⭐ 60Immutable ledger database with live synchronization
Database Mcp
⭐ 60A server providing tools for querying and managing a MySQL database.
Database Tools
⭐ 60Allows Claude AI to interact directly with MySQL databases.
Database Updater Mcp Server
⭐ 60Update various databases (PostgreSQL, MySQL, MongoDB, SQLite) using data from CSV and Excel files.
Dbhub
⭐ 60Universal database MCP server supporting mainstream databases.
Deck Builder
⭐ 60Create and manipulate PowerPoint presentations programmatically using JSON or Markdown.
Demo
⭐ 60Manage Aiven cloud services like Kafka, PostgreSQL, and Redis via its API.
Dialogoi
⭐ 60An MCP server designed to assist with novel writing, configurable via JSON project files.
Docebo
⭐ 60An example MCP server demonstrating streamable HTTP responses using Node.js.
Doris
⭐ 60MCP Server For Apache Doris, an MPP-based real-time data warehouse.
Dynamo Readonly
⭐ 60A read-only server to query AWS DynamoDB databases using the Model Context Protocol (MCP).
Expense Tracker
⭐ 60Automated expense management with a Supabase backend and hierarchical category support.
Exploitdb
⭐ 60Query security exploits and vulnerabilities from the ExploitDB database.
Fabric Analytics Mcp
⭐ 60An analytics server providing tools for interacting with the Microsoft Fabric data platform.
Falkordb Mcpserver
⭐ 60Query and interact with FalkorDB graph databases using AI models.
Fastmcp Opengauss
⭐ 60An MCP server for interacting with the openGauss database.
Feature Request Collection
⭐ 60A server for querying and managing data in a Supabase database.
Feed
⭐ 60A server for fetching and parsing RSS, Atom, and JSON feeds.
File
⭐ 60Provides read-only access to PostgreSQL databases using a connection string.
First
⭐ 60A server for retrieving MySQL database schema information using the FastMCP framework.
Food Data Central
⭐ 60Access the USDA's FoodData Central database for comprehensive food and nutrient information.
Fresha
⭐ 60Access the Fresha Data Connector through Snowflake.
Fuel
⭐ 60Semantic search for Fuel Network and Sway Language documentation using a local vector database.
Gamemaster
⭐ 60A server for managing Dungeons & Dragons campaigns, storing all data in local JSON files.
Go Mysql
⭐ 60Provides AI agents with direct access to query, search, and analyze MySQL databases.
Gsheets
⭐ 60Integrate with Google Sheets to read, write, and manage spreadsheet data.
Homebrew Age
⭐ 60A server for Apache AGE, a graph database extension for PostgreSQL.
Inoyu Mcp Unomi
⭐ 60Maintains user context and manages profiles using the Apache Unomi Customer Data Platform.
Instant
⭐ 60Create, manage, and update applications on InstantDB, the modern Firebase.
Instantdb
⭐ 60An MCP server for interacting with InstantDB, a realtime database.
Iris
⭐ 60Interact with and automate InterSystems IRIS databases.
Java Neo4J
⭐ 60A read-only query service for Neo4j graph databases.
Jdbc
⭐ 60Enables AI assistants to interact with various databases through JDBC connections.
Jira Mcp Snowflake
⭐ 60An MCP server for accessing JIRA issue data stored in Snowflake.
Jmespath Extensions
⭐ 60JMESPath query tool with 320+ extended functions for JSON transformation and analysis
Json Db Collection
⭐ 60Manage multiple Fireproof JSON document databases with cloud sync capabilities.
Kafka
⭐ 60A natural language interface to manage Apache Kafka operations.
Kafka Schema Reg
⭐ 60A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.
Knowledgegraph Mcp
⭐ 60Query a Neo4j graph database containing a knowledge graph of German family businesses.
Kuzu
⭐ 60Inspect schemas and execute queries on Kuzu databases.
Learn Mcp Server Mongo
⭐ 60An MCP server providing tools and prompts for interacting with a MongoDB database.
Legacy Sql Architect
⭐ 60MCP server that gives AI agents deep understanding of contemporary or legacy relational databases.
Llmctx
⭐ 60Remote server (SSE/Streamable) for the latest Svelte and SvelteKit documentation
Mariadb
⭐ 60Access and manage MariaDB or MySQL databases using an MCP server.
Mcp Data Analyzer
⭐ 60Analyze and visualize data from .xlsx and .csv files using matplotlib and plotly.
Mcp Servers Experimentation
⭐ 60MCP servers for interacting with PostgreSQL databases and Google Sheets.
Mcp Sql Server2
⭐ 60An MCP server for executing queries on a Microsoft SQL Server database.
Mcp Test Server
⭐ 60A server for integrating with InfluxDB, a time-series database.
Mcp33
⭐ 60Integrates with Supabase to allow AI assistants to access and manage store data.
Mcpatterns
⭐ 60A server for storing and retrieving personalized coding patterns from a local JSONL file.
Memori Ai En Blog Mcp Persistence Your Ai Agent Now Creates And Manages Databases On Its Own
⭐ 60MCP server for Memori Ai En Blog Mcp Persistence Your Ai Agent Now Creates And Manages Databases On Its Own
Milvus
⭐ 60Search, Query and interact with data in your Milvus Vector Database.
Mlcbakery
⭐ 60Work on dataset metadata with MLCommons Croissant validation and creation.
Mongo
⭐ 60A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases
Mongo Mongoose
⭐ 60An MCP server for MongoDB with optional Mongoose schema support.
Mongodb
⭐ 60A server for interacting with MongoDB databases and MongoDB Atlas.
Motherduck
⭐ 60Query and analyze data with MotherDuck and local DuckDB
Movie
⭐ 60A server for querying and analyzing the MongoDB sample_mflix movie database.
Movie Mcp Simple
⭐ 60Access a MongoDB movie database using natural language queries.
Ms Sql
⭐ 60An MCP server for integrating with Microsoft SQL Server databases.
Mssql
⭐ 60Interact with Microsoft SQL Server databases to run queries and analyze business data.
Mysql
⭐ 60Access MySQL databases to inspect schemas and execute SQL queries via a NodeJS-based server.
Mysql Aqaranewbiz
⭐ 60A MySQL server that connects to a database using environment variables for configuration.
Mysql Mcp Server
⭐ 60MySQL database integration with configurable access controls and schema inspection
Mysql Mcp Server By Cdata
⭐ 60A read-only MCP server for MySQL, enabling LLMs to query live data using the CData JDBC Driver.
Mysql Mcp Server Pro
⭐ 60A MySQL server with CRUD operations, database anomaly analysis, and support for SSE and STDIO.
Mysql Server Mcp Server
⭐ 60A server for accessing and managing MySQL databases.
Mysqldb
⭐ 60An MCP server for integrating with and managing MySQL databases.
Neo4J
⭐ 60Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
Neo4J Person Knowledge
⭐ 60Manages personal knowledge using a local Neo4j container, with data imported from JSON files.
Neo4J Server Sse
⭐ 60Interact with and explore graph data in a Neo4j database.
Neon
⭐ 60Interact with the Neon serverless Postgres platform
Netlify Mcp Server
⭐ 60An MCP server providing comprehensive access to Netlify's features and services.
Nf Core Mcp
⭐ 60Manage and navigate local nf-core pipeline repositories.
Nile
⭐ 60Manage and query databases, tenants, users, auth using LLMs
Nocodb
⭐ 60Manage NocoDB server, support read and write databases
Node Mssql
⭐ 60A server for interacting with Microsoft SQL Server databases using the node-mssql library.
Nutrition Tools
⭐ 60Access nutrition information for over 600,000 foods from the USDA FoodData Central database.
Odbc
⭐ 60Enables LLM tools to query databases using ODBC connections.
Osdu
⭐ 60Access OSDU platform capabilities including search, data management, and schema operations.
Pg Schema
⭐ 60Provides read-only access to PostgreSQL databases, enabling schema inspection and query execution.
Pgsql
⭐ 60An MCP server for interacting with a PostgreSQL database.
Postgres Full Access
⭐ 60A full-access PostgreSQL server for MCP with read/write capabilities and enhanced schema metadata.
Postgres Kotlin
⭐ 60A Kotlin-based MCP server for interacting with PostgreSQL databases.
Postgres Query
⭐ 60An MCP server for querying a PostgreSQL database in read-only mode.
Postgresql
⭐ 60A server for managing PostgreSQL databases, enabling comprehensive database operations.
Postgresql Mcp Server By Cdata
⭐ 60A read-only MCP server for PostgreSQL, enabling LLMs to query live data from PostgreSQL databases.
Prometheus Mcp Server
⭐ 60Retrieve and analyze time-series data from Prometheus databases using PromQL queries.
Pubchem Mcp
⭐ 60Access PubChem's database for chemical compounds, substances, and bioassays.
Py Mcp Mssql
⭐ 60A Python MCP server for Microsoft SQL Server, enabling schema inspection and SQL query execution.
Pyodbc
⭐ 60An MCP server for connecting to databases like Virtuoso using ODBC drivers via pyodbc.
Qdrant
⭐ 60Implement semantic memory layer on top of the Qdrant vector search engine
Qdrant Memory
⭐ 60A knowledge graph implementation with semantic search powered by the Qdrant vector database.
Qmcp
⭐ 60An MCP server for integrating with and querying q/kdb+ databases.
Rabbitmq
⭐ 60Interact with queues and topics on a RabbitMQ instance.
Rbdc
⭐ 60An MCP-based database server with support for SQLite, MySQL, PostgreSQL, and MSSQL.
Redis Cloud
⭐ 60Interact with the Redis Cloud API to manage your Redis databases.
Redis Mcp Server
⭐ 60An MCP server for interacting with Redis databases, enabling LLMs to access key-value stores.
Redshift
⭐ 60An MCP server for Amazon Redshift, allowing AI assistants to interact with Redshift databases.
Research Friend
⭐ 60Research tools, including a Sqlite-backed document stash
Rewindmcp
⭐ 60Interface with the Rewind.ai SQLite database to access audio transcripts and screen OCR data.
Rss Crawler
⭐ 60Fetches and caches RSS feeds using a SQLite database for use with LLMs via the MCP protocol.
Schema Search
⭐ 60In-memory natural language schema search over database schemas
Selfhosted Supabase Mcp Basic Auth
⭐ 60Interact with self-hosted Supabase instances for database management and introspection.
Semiotic
⭐ 60Data visualization for streaming and static charts, maps and network visualization.
Simple Postgres Mcp
⭐ 60An MCP server for executing SQL queries on PostgreSQL databases with configurable permissions.
Simple Psql
⭐ 60An MCP server for interacting with PostgreSQL databases using tools, resources, and prompts.
Snowflake
⭐ 60Snowflake database integration with read/write capabilities and insight tracking
Snowflake Cortex
⭐ 60An experimental MCP server to access Snowflake Cortex insights from your development environment.
Snowflake Mcp Sp Integration
⭐ 60Integrates and executes Snowflake stored procedures through an MCP server.
Snowflake Service
⭐ 60Interact with Snowflake databases to query and manage data.
Sql
⭐ 60A server for making queries to MySQL, PostgreSQL, and SQLite databases.
Sqlexpress
⭐ 60An MCP server for interacting with Microsoft SQL Server Express databases.
Sqlite
⭐ 60MCP server for SQLite files. Supports Datasette-compatible metadata!
Sqlite Npx
⭐ 60A Node.js MCP server for interacting with local SQLite databases, runnable via npx.
Startup Framework
⭐ 60A framework for building MCP servers on Cloudflare Workers with OAuth, PostgreSQL, and Stripe.
Streamable
⭐ 60A proof-of-concept server implementing the Model Context Protocol with a streamable HTTP transport.
Streamnative
⭐ 60Integrate AI agents with StreamNative Cloud resources and Apache Kafka/Pulsar messaging systems.
Supabase
⭐ 60Connects to Supabase platform for database, auth, edge functions and more.
Supabase Mcp
⭐ 60Interact with Supabase databases, query tables, and generate TypeScript types.
Supabase Nextjs
⭐ 60A simple notes system for Next.js applications using Supabase as the backend.
Supavec
⭐ 60Fetch relevant content from Supavec, a vector database service.
Superset
⭐ 60Manage Apache Superset datasets, metrics, and SQL queries.
Surrealdb
⭐ 60A standardized interface for AI assistants to interact with a SurrealDB database.
Td
⭐ 60Enables AI assistants to securely query and interact with the Treasure Data customer data platform.
Tembo
⭐ 60An MCP server for managing databases and services on the Tembo Cloud platform.
Tidb
⭐ 60An MCP server for TiDB, a serverless, distributed SQL database.
Timeplus
⭐ 60Interact with the Timeplus real-time data platform for querying and managing data streams.
Todo
⭐ 60A Todo and Task Manager server for creating, updating, and managing tasks, using a SQLite database.
Todo Clean Architecture
⭐ 60A demo Todo application server built with a clean architecture using MCPServer and JSON Placeholder.
Toronto
⭐ 60Query, analyze, and retrieve datasets from Toronto's CKAN-powered open data portal.
Tpl.Mcp
⭐ 60Manage tasks in Directus with automatic schema synchronization.
Variance Log
⭐ 60Logs statistical variations and unusual events in conversation structures to a SQLite database.
Visualization Duckdb
⭐ 60Generate interactive data visualizations from natural language queries on a DuckDB database.
Weaviate Client
⭐ 60An MCP client for connecting to and interacting with a Weaviate vector database.
Work Memory
⭐ 60Manages work memories and shares context between AI tools using a local SQLite database.
Xiyan Mcp Server
⭐ 60A server that enables natural language queries to databases using XiyanSQL.
Yugabytedb
⭐ 60Allows LLMs to directly interact with a YugabyteDB database.
Airtable
⭐ 55Read and write access to Airtable databases.
Bq Mcp
⭐ 55Access and cache Google Cloud BigQuery metadata.
Buildkite
⭐ 55Manage Buildkite pipelines and builds.
Cesaryague Es Well Known Agent Card Json
⭐ 55MCP server for Cesaryague Es Well Known Agent Card Json
Clickhouse
⭐ 55Query your ClickHouse database server.
Couchdb
⭐ 55A server for interacting with CouchDB databases.
Docs Getlimelight Io Mcp Installation
⭐ 55MCP server for Docs Getlimelight Io Mcp Installation
Globalentryalerts Com Well Known Mcp Json
⭐ 55MCP server for Globalentryalerts Com Well Known Mcp Json
Jsondiff
⭐ 55A JSON diff tool to compare two JSON strings.
Linqlo
⭐ 55Provides read-only access to a Supabase database.
Lsd
⭐ 55Access the internet and query data using LSD SQL.
Mongodb Js Mongodb
⭐ 55Interact with MongoDB databases and MongoDB Atlas.
Mongodb Lens
⭐ 55Full Featured MCP Server for MongoDB Database.
Mpc Bridge
⭐ 55http stream to stdin/stdout and back
Oceanbase
⭐ 55MCP Server for OceanBase database and its tools
Onekgpd
⭐ 55Real-time access to 1000 Genomes Project dataset
Qdrant Retrive
⭐ 55Semantic search using the Qdrant vector database.
Redis
⭐ 55A server for interacting with Redis databases.
Singlestore
⭐ 55Interact with the SingleStore database platform
Tigris
⭐ 55A serverless NoSQL database and search platform.
Verodat
⭐ 55Interact with Verodat AI Ready Data platform
Contextstream Io Docs
⭐ 50MCP server for Contextstream Io Docs
Globaldatabase Com
⭐ 50MCP server for Globaldatabase Com