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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

Analyze datasets
Create charts
Process CSV/JSON
Run SQL queries
Build dashboards

All Data & Analytics Capabilities

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Google Bigquery Mcp Server By Cdata

75

Connect to Google BigQuery databases using CData's MCP Server. Requires a separate CData JDBC Driver license.

mcp

Rds Management

75

Manage Amazon RDS and Aurora database clusters, including instances, backups, parameters, costs, and monitoring.

mcp

Aws Postgress

70

A read-only MCP server for querying AWS PostgreSQL databases.

mcp

Access Mdb

65

Allows AI to interact with Microsoft Access databases, supporting data import and export via CSV files.

mcp

Africastalking Airtime

65

Interact with Africa's Talking airtime service and store transaction data in a local SQLite database.

mcp

Agi

65

Provides persistent memory for AI systems to enable continuity of consciousness, using an external PostgreSQL database.

mcp

Aiven

65

Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

mcp

Alibabacloud Adb Mysql

65

An interface for AI agents to interact with AnalyticDB for MySQL databases, allowing them to retrieve metadata and execute SQL operations.

mcp

Alibabacloud Dms

65

An AI-powered gateway for managing over 40 data sources like Alibaba Cloud and mainstream databases, featuring NL2SQL, code generation, and data migration.

mcp

Alyio.Mcpmssql

65

A read-only Model Context Protocol (MCP) server for Microsoft SQL Server, enabling safe metadata discovery and parameterized SELECT queries.

mcp

Assistant

65

An MCP server that dynamically loads tools from an external JSON file configured via an environment variable.

mcp

Astro Mcp

65

A modular server providing unified access to multiple astronomical datasets, including astroquery services and DESI data sources.

mcp

Atlas

65

A task management system for LLM agents to manage projects, tasks, and knowledge using a Neo4j database for complex workflow automation.

mcp

Backpressure

65

Backpressure and concurrency control middleware for FastMCP. Prevents server overload from LLM tool-call storms with configurable limits and JSON-RPC errors.

mcp

Bigquery Analysis

65

Execute and validate SQL queries against Google BigQuery. It safely runs SELECT queries under 1TB and returns results in JSON format.

mcp

Cesium

65

AI-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.

mcp

Chatgpt Supabase Api

65

An enterprise-ready system to archive AI conversations from ChatGPT and Claude into a Supabase database.

mcp

Chroma Mcp Server

65

An 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.

mcp

Context Portal

65

A server for managing structured project context using SQLite, with support for vector embeddings for semantic search and Retrieval Augmented Generation (RAG).

mcp

Crm

65

A production-ready MCP server for Customer Relationship Management (CRM) functionality, built with TypeScript and SQLite.

mcp

Custom

65

A versatile MCP server built with Next.js, providing a range of tools and utilities with Redis state management.

mcp

Custom Elasticsearch Mcp Server

65

A simple MCP server for Elasticsearch, designed for cloud environments where your public key is already authorized.

mcp

Data Exploration

65

MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

mcp

Databricks

65

Interact with Databricks Unity Catalog metadata to explore catalogs, schemas, tables, and execute SQL queries.

mcplangchain

Datagouv

65

Interact with the French government's open data platform (data.gouv.fr) to search for company information.

mcp

Db Query

65

Query and export data from various databases including ElasticSearch, MySQL, PostgreSQL, Oracle, and SQLite.

mcp

Db Supermarket Mcp

65

A dockerized PostgreSQL database project for a supermarket data schema, with MCP integration for Claude Desktop.

mcp

Dbs

65

Connects to and interacts with various database systems like SQLite, PostgreSQL, SQL Server, and MongoDB.

mcp

Dchub

65

Data 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.

mcp

Deltatask

65

A powerful, locally-hosted task management application with Obsidian integration and SQLite database support.

mcp

Dify Plugin Agent Mcp Sse

65

An agent that supports Function Calling and ReAct for the MCP protocol via HTTP with SSE or Streamable HTTP transport.

mcp

Dify Plugin Tools Mcp Sse

65

Fetch and call tools via MCP over HTTP with SSE or Streamable transport. Supports configuration of multiple MCP services.

mcp

Doris Mcp Lite

65

A lightweight MCP server for connecting to Apache Doris and other MySQL-compatible databases, providing tools and prompts for LLM applications.

mcp

Dynamodb Toolbox

65

Leverages your Schemas and Access Patterns to interact with your DynamoDB Database using natural language.

mcp

Expert Registry

65

An MCP server for expert discovery, registration, and context injection, utilizing vector and graph databases.

mcp

Gnosis

65

Zero-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

mcp

Go Mcp Postgres

65

A standalone MCP server for interacting with PostgreSQL databases. It supports CRUD operations, a read-only mode, and query plan checking.

mcp

Graphrag Mcp

65

Query a hybrid graph (Neo4j) and vector (Qdrant) database for powerful semantic and graph-based document retrieval.

mcp

Gremlin

65

Interact with any Gremlin-compatible graph database using natural language, with support for schema discovery, complex queries, and data import/export.

mcp

Health Api

65

A FastAPI microservice for health-related operations, featuring JWT authentication and a PostgreSQL database with Alembic migrations.

mcp

Host

65

A host for running multiple MCP servers, such as a calculator and an IP location query server, configured via a JSON file.

mcp

Influxdb

65

An MCP server for interacting with InfluxDB time-series databases, enabling AI assistants to work with time-series data.

mcp

Inked

65

A memory management server for Claude apps with optional AI-powered search, using local SQLite storage.

mcp

Isthmus

65

Local 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

mcp

Json Advanced Memory Bank

65

An intelligent memory management server with 14 optimized tools. It provides AI-powered summaries, a clean interface, and supports an optional PostgreSQL database with pgvector.

mcp

Knowledgegraph

65

Enables persistent knowledge storage for Claude using a knowledge graph with multiple database backends like PostgreSQL and SQLite.

mcp

Kuzumem Mcp

65

A distributed memory bank MCP tool that stores memories in a KùzuDB graph database, with repository and branch filtering capabilities.

mcp

Legion

65

Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite

mcp

Lenses

65

Manage, explore, transform and join data across multiple clusters using different flavours of Apache Kafka via Lenses.io (including the free Community Edition)

mcp

Libsql

65

MCP 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.

mcp

Lifecycle

65

An MCP server for managing the software development lifecycle, with support for an optional external SQLite database.

mcp

Linear Regression Mcp

65

Train a Linear Regression model by uploading a CSV dataset file, demonstrating an end-to-end machine learning workflow.

mcp

Local Memory

65

A production-ready persistent memory system for AI agents, offering searchable memory across sessions with semantic search and support for multiple database backends.

mcp

Low Level Server Streamable Http

65

A low-level MCP server implementation with streamable HTTP support, configured via environment variables.

mcp

Mcp Server Couchbase

65

Interact with Couchbase databases using natural language. Perform CRUD operations, query buckets, and execute N1QL queries.

mcp

Mcpfirebird

65

An MCP server for Firebird SQL databases, enabling LLMs to securely access, analyze, and manipulate database content.

mcp

Mcphub

65

A hub server for managing and scaling multiple MCP servers via flexible Streamable HTTP (SSE) endpoints.

mcp

Mcpjungle

65

A self-hosted MCP Server registry for private AI agents, supporting both PostgreSQL and SQLite databases.

mcp

Mem0 Mcp Selfhosted

65

Self-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.

mcp

Memory Keeper

65

A server for persistent context management in Claude AI coding assistants, using a local SQLite database for storage.

mcp

Meta

65

An MCP server for intelligent tool routing, using a Qdrant vector database and LM Studio for embeddings.

mcp

Mnemon

65

Persistent layered memory for AI agents — 4-layer model, FTS5 search, fact versioning, EN+RU stemming. Local-first, zero-cloud, single SQLite file.

mcp

Mongodb Atlas

65

Manage MongoDB Atlas projects, including cluster creation, user management, and network access configuration.

mcplangchain

Mongodb Mcp That Works

65

A MongoDB MCP server with schema discovery and field validation. Requires a MONGODB_URI environment variable.

mcp

Mongodb Model Context Protocol Mcp

65

Interact with MongoDB databases using natural language to query collections, inspect schemas, and manage data.

mcp

Movies

65

A comprehensive movie database server supporting advanced search, CRUD operations, and image management via a PostgreSQL database.

mcp

Mssql Mcp Server

65

Interact with Microsoft SQL Server (MSSQL) databases. List tables, read data, and execute SQL queries with controlled access.

mcp

My Bear

65

Allows AI assistants to read notes from the Bear note-taking app by connecting directly to its SQLite database.

mcp

My Memory

65

A TypeScript and SQLite-based server enabling AI to remember personal data for personalized communication.

mcp

My Postgres

65

Provides read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute queries.

mcp

Mysql Mcp

65

A MySQL database server for AI assistants, enabling full CRUD operations, transaction management, and intelligent rollback.

mcp

Mysql Simple

65

A simple MCP server for MySQL, demonstrating fundamental MCP protocol concepts. Requires a MySQL database connection configured via environment variables.

mcp

Neo4J Memory

65

A knowledge graph memory server using the Neo4j graph database to store and retrieve information from AI interactions.

mcp

News

65

Provides access to news articles from a PostgreSQL database and offers a tool to summarize them using the OpenAI API.

mcp

Nextjs

65

A 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.

mcp

Oauth

65

A Next.js template for building MCP servers with OAuth 2.1 authentication, supporting PostgreSQL and Redis.

mcp

Oauth Sample

65

A sample MCP OAuth server implementation using Next.js, providing OAuth 2.1 authentication with Google and PostgreSQL.

mcp

Obsidian Jsoncanvas

65

A server for creating, modifying, validating, and exporting JSON Canvas files, a format for infinite canvas data.

mcp

Oceanbase Mcp Server

65

Interact with OceanBase databases, allowing AI assistants to list tables, read data, and execute SQL queries securely.

mcp

Octopus

65

A high-performance, persistent knowledge base MCP server built with Rust. Supports local deployment with hybrid datastores like Qdrant, Neo4j, and Redis.

mcp

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.

mcp

Openfoodtox

65

MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in food dataset

mcp

Opengenes

65

Access the OpenGenes database for aging and longevity research, with automatic updates from Hugging Face Hub.

mcp

Opera Omnia

65

Access a rich collection of JSON datasets for games, storytelling, and bot development from the Opera Omnia project.

mcp

Oracledb Mcp Server

65

An MCP server for interacting with Oracle Database, enabling SQL generation and data retrieval via LLM prompts.

mcp

Orionbelt Analytics

65

Analyzes relational database schemas (PostgreSQL, Snowflake, and Dremio) and automatically generates comprehensive ontologies in RDF/Turtle format with direct SQL mappings.

mcp

Orionbelt Semantic Layer

65

API-first engine and MCP server that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse, Dremio, and Databricks

mcp

Outlook Email

65

An email processing server that uses MongoDB for semantic search and SQLite for efficient storage and retrieval.

mcp

Pg Mcp Research

65

Provides read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute queries.

mcp

Pgedge Postgres

65

100% Open Source Enterprise PostgreSQL MCP with natural language queries, hybrid search (pgvector+BM25)

mcp

Pgvector

65

Provides semantic search capabilities for PostgreSQL databases using the pgvector extension, with support for multiple embedding providers.

mcplangchain

Postgres

65

An MCP server for PostgreSQL providing index tuning, explain plans, health checks, and safe SQL execution.

mcp

Postgres Multi Schema

65

Provides read-only access to PostgreSQL databases with multi-schema support, allowing LLMs to inspect schemas and execute queries across different namespaces.

mcp

Postgresql Mcp.Git

65

A Model Context Protocol (MCP) server that provides AI assistants (like Claude) with tools to directly interact with PostgreSQL databases securely.

mcp

Powersun Tron

65

TRON 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.

mcp

Project Synapse

65

Transforms raw text into interconnected knowledge graphs and generates insights using a Neo4j database.

mcp

Projectflow

65

A workflow management system for AI-assisted development with MCP support, featuring flexible storage via file system or PostgreSQL.

mcp

Qdrant Loader

65

A toolkit for loading data into the Qdrant vector database, supporting AI-powered development workflows.

mcp

Quick Data For Windows

65

A Windows-optimized server for performing data analytics on JSON and CSV files, designed for Claude Desktop integration.

mcp

Rag

65

A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.

mcp

Rails Pg Extras

65

An MCP interface for the rails-pg-extras gem, providing PostgreSQL metadata and performance analysis through LLM prompts.

mcp

Rapidtools

65

Deterministic JSON Schema validation with signed cryptographic attestations. Validate payloads, verify signatures, and retrieve attestation records.

mcp

Robotmem

65

Persistent memory system for robots. Store, recall and learn from sensor data, motor commands, and experiences across sessions. Fully offline, SQLite + ONNX.

mcp

Rocketmq

65

A server for interacting with Apache RocketMQ, a distributed messaging and streaming platform, requiring environment variables for configuration.

mcp

Schemacrawler Mcp Server Usage

65

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

mcp

Schemaflow

65

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.

mcp

Selfhosted Supabase

65

Interact with self-hosted Supabase instances for database introspection, management, and interaction.

mcp

Simple

65

A simple MCP server with streamable HTTP transport that supports basic math tools like add and multiply.

mcp

Simpledb

65

A secure MCP server for accessing and exploring relational databases like MySQL, PostgreSQL, Salesforce, and AWS Glue.

mcp

Sj Redm

65

A versatile MCP server for RedM development, providing access to RDR3 discoveries, framework documentation, native functions, and database operations.

mcp

Snow Tg

65

An MCP server for Snowflake providing tools for Cortex AI features like Search, Analyst, and Complete.

mcp

Snowflake Server Readonly

65

A read-only server for interacting with Snowflake databases, allowing SELECT queries and access to schema context.

mcp

Sqlalchemy

65

An MCP server for connecting to any ODBC-compliant database via SQLAlchemy, supporting various DBMS backends.

mcp

Sqlaugur

65

MCP 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).

mcp

Streamable Http Python

65

A Python template for creating a streamable HTTP MCP server. Requires an external 'mcp-config.json' file for client setup.

mcp

String Db Mcp Server

65

Access the STRING protein interaction database for network analysis, functional enrichment, and comparative genomics.

mcp

Supabase Memory Service

65

A memory service using Supabase PostgreSQL with pgvector for semantic search and knowledge graph storage.

mcp

Supamcpbuilder

65

A runtime-configurable MCP server that turns a Supabase project into an AI-compatible tool interface.

mcp

Swift

65

Answers Swift and SwiftUI questions based on the '100 Days of SwiftUI' course using a local SQLite database.

mcp

Teleport Docs

65

Search and query Teleport's documentation using embeddings stored in a local Chroma vector database.

mcp

Teradata

65

A collection of tools for managing the platform, addressing data quality and reading and writing to Teradata Database.

mcp

Text2Sql

65

Provides natural language access to relational databases using advanced language models, supporting multiple database types.

mcp

Tiger Cli

65

Control Postgres database services running on Tiger Cloud with TimescaleDB and other PostgreSQL extensions.

mcp

Tmp Amazon Neptune Mcp Server

65

Query Amazon Neptune databases using openCypher, Gremlin, and SPARQL. Supports both Neptune Database and Neptune Analytics.

mcp

Trino

65

A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.

mcp

Turso Cloud

65

Integrate with Turso databases for LLMs, featuring a two-level authentication system for secure operations.

mcp

Vertica

65

A server for managing and querying Vertica databases, including connection, schema, and security management.

mcp

Visidata

65

Interact with VisiData, a terminal spreadsheet multitool for discovering and arranging tabular data in various formats like CSV, JSON, and Excel.

mcp

Xmcp

65

A streamable HTTP MCP server that proxies requests to stdio MCP servers within a container, providing a consistent command environment.

mcp

Adonet

60

A C# MCP server for interacting with databases via ADO.NET, compatible with Virtuoso.

mcp

Aitable

60

Provides read and write access to AITable.ai, a collaborative database and spreadsheet platform.

mcp

Alpha Ticker

60

Streams real-time Binance Alpha token prices and liquidity data for AI agents and workflows.

mcp

Alphafold Mcp Server

60

Access the AlphaFold Protein Structure Database for protein structure prediction and analysis.

mcp

Apple Watch Health

60

A Python-based MCP server that connects to an Elasticsearch index with Apple HealthKit data.

mcp

Arangodb

60

A server for interacting with ArangoDB, a native multi-model database system.

mcp

Astra Db

60

A server for interacting with the Astra DB database-as-a-service built on Apache Cassandra.

mcp

Bear

60

Access and manage your Bear Notes from a local SQLite database.

mcp

Bigquery

60

BigQuery database integration with schema inspection and query capabilities

mcp

Brick

60

Provides database access, supporting SQLite, SQL Server, PostgreSQL, and MySQL.

mcp

Bricks And Context

60

Production-grade MCP server for Databricks: SQL Warehouses, Jobs API, multi-workspace support.

mcp

Chmcp

60

A server for managing ClickHouse databases and ClickHouse Cloud services.

mcp

Claude Prompts

60

A universal MCP server that loads prompts from an external JSON configuration file.

mcp

Clawpage

60

Extract and structure any web page into clean JSON.

mcp

Cockroachdb

60

Integrate with CockroachDB, a cloud-native, distributed SQL database.

mcp

Conf

60

Edit the mcp.json configuration file for tools like AWS Q Developer and Claude Desktop.

mcp

Console Mcp

60

Bridge external console processes with Copilot by searching through JSON log files.

mcp

Data Pipeline Connector

60

Universal data connector for CSV, Postgres, and REST APIs via DuckDB

mcp

Database

60

Immutable ledger database with live synchronization

mcp

Database Mcp

60

A server providing tools for querying and managing a MySQL database.

mcp

Database Tools

60

Allows Claude AI to interact directly with MySQL databases.

mcp

Database Updater Mcp Server

60

Update various databases (PostgreSQL, MySQL, MongoDB, SQLite) using data from CSV and Excel files.

mcp

Dbhub

60

Universal database MCP server supporting mainstream databases.

mcp

Deck Builder

60

Create and manipulate PowerPoint presentations programmatically using JSON or Markdown.

mcp

Demo

60

Manage Aiven cloud services like Kafka, PostgreSQL, and Redis via its API.

mcp

Dialogoi

60

An MCP server designed to assist with novel writing, configurable via JSON project files.

mcp

Docebo

60

An example MCP server demonstrating streamable HTTP responses using Node.js.

mcp

Doris

60

MCP Server For Apache Doris, an MPP-based real-time data warehouse.

mcp

Dynamo Readonly

60

A read-only server to query AWS DynamoDB databases using the Model Context Protocol (MCP).

mcp

Expense Tracker

60

Automated expense management with a Supabase backend and hierarchical category support.

mcp

Exploitdb

60

Query security exploits and vulnerabilities from the ExploitDB database.

mcp

Fabric Analytics Mcp

60

An analytics server providing tools for interacting with the Microsoft Fabric data platform.

mcp

Falkordb Mcpserver

60

Query and interact with FalkorDB graph databases using AI models.

mcp

Fastmcp Opengauss

60

An MCP server for interacting with the openGauss database.

mcp

Feature Request Collection

60

A server for querying and managing data in a Supabase database.

mcp

Feed

60

A server for fetching and parsing RSS, Atom, and JSON feeds.

mcp

File

60

Provides read-only access to PostgreSQL databases using a connection string.

mcp

First

60

A server for retrieving MySQL database schema information using the FastMCP framework.

mcp

Food Data Central

60

Access the USDA's FoodData Central database for comprehensive food and nutrient information.

mcp

Fresha

60

Access the Fresha Data Connector through Snowflake.

mcp

Fuel

60

Semantic search for Fuel Network and Sway Language documentation using a local vector database.

mcp

Gamemaster

60

A server for managing Dungeons & Dragons campaigns, storing all data in local JSON files.

mcp

Go Mysql

60

Provides AI agents with direct access to query, search, and analyze MySQL databases.

mcp

Gsheets

60

Integrate with Google Sheets to read, write, and manage spreadsheet data.

mcp

Homebrew Age

60

A server for Apache AGE, a graph database extension for PostgreSQL.

mcp

Inoyu Mcp Unomi

60

Maintains user context and manages profiles using the Apache Unomi Customer Data Platform.

mcp

Instant

60

Create, manage, and update applications on InstantDB, the modern Firebase.

mcp

Instantdb

60

An MCP server for interacting with InstantDB, a realtime database.

mcp

Iris

60

Interact with and automate InterSystems IRIS databases.

mcp

Java Neo4J

60

A read-only query service for Neo4j graph databases.

mcp

Jdbc

60

Enables AI assistants to interact with various databases through JDBC connections.

mcp

Jira Mcp Snowflake

60

An MCP server for accessing JIRA issue data stored in Snowflake.

mcp

Jmespath Extensions

60

JMESPath query tool with 320+ extended functions for JSON transformation and analysis

mcp

Json Db Collection

60

Manage multiple Fireproof JSON document databases with cloud sync capabilities.

mcp

Kafka

60

A natural language interface to manage Apache Kafka operations.

mcp

Kafka Schema Reg

60

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

mcp

Knowledgegraph Mcp

60

Query a Neo4j graph database containing a knowledge graph of German family businesses.

mcp

Kuzu

60

Inspect schemas and execute queries on Kuzu databases.

mcp

Learn Mcp Server Mongo

60

An MCP server providing tools and prompts for interacting with a MongoDB database.

mcp

Legacy Sql Architect

60

MCP server that gives AI agents deep understanding of contemporary or legacy relational databases.

mcp

Llmctx

60

Remote server (SSE/Streamable) for the latest Svelte and SvelteKit documentation

mcp

Mariadb

60

Access and manage MariaDB or MySQL databases using an MCP server.

mcp

Mcp Data Analyzer

60

Analyze and visualize data from .xlsx and .csv files using matplotlib and plotly.

mcp

Mcp Servers Experimentation

60

MCP servers for interacting with PostgreSQL databases and Google Sheets.

mcp

Mcp Sql Server2

60

An MCP server for executing queries on a Microsoft SQL Server database.

mcp

Mcp Test Server

60

A server for integrating with InfluxDB, a time-series database.

mcp

Mcp33

60

Integrates with Supabase to allow AI assistants to access and manage store data.

mcp

Mcpatterns

60

A server for storing and retrieving personalized coding patterns from a local JSONL file.

mcp

Memori Ai En Blog Mcp Persistence Your Ai Agent Now Creates And Manages Databases On Its Own

60

MCP server for Memori Ai En Blog Mcp Persistence Your Ai Agent Now Creates And Manages Databases On Its Own

mcp

Milvus

60

Search, Query and interact with data in your Milvus Vector Database.

mcplangchain

Mlcbakery

60

Work on dataset metadata with MLCommons Croissant validation and creation.

mcp

Mongo

60

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases

mcp

Mongo Mongoose

60

An MCP server for MongoDB with optional Mongoose schema support.

mcp

Mongodb

60

A server for interacting with MongoDB databases and MongoDB Atlas.

mcp

Motherduck

60

Query and analyze data with MotherDuck and local DuckDB

mcp

Movie

60

A server for querying and analyzing the MongoDB sample_mflix movie database.

mcp

Movie Mcp Simple

60

Access a MongoDB movie database using natural language queries.

mcp

Ms Sql

60

An MCP server for integrating with Microsoft SQL Server databases.

mcp

Mssql

60

Interact with Microsoft SQL Server databases to run queries and analyze business data.

mcp

Mysql

60

Access MySQL databases to inspect schemas and execute SQL queries via a NodeJS-based server.

mcp

Mysql Aqaranewbiz

60

A MySQL server that connects to a database using environment variables for configuration.

mcp

Mysql Mcp Server

60

MySQL database integration with configurable access controls and schema inspection

mcp

Mysql Mcp Server By Cdata

60

A read-only MCP server for MySQL, enabling LLMs to query live data using the CData JDBC Driver.

mcp

Mysql Mcp Server Pro

60

A MySQL server with CRUD operations, database anomaly analysis, and support for SSE and STDIO.

mcp

Mysql Server Mcp Server

60

A server for accessing and managing MySQL databases.

mcp

Mysqldb

60

An MCP server for integrating with and managing MySQL databases.

mcp

Neo4J

60

Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory

mcplangchain

Neo4J Person Knowledge

60

Manages personal knowledge using a local Neo4j container, with data imported from JSON files.

mcp

Neo4J Server Sse

60

Interact with and explore graph data in a Neo4j database.

mcp

Neon

60

Interact with the Neon serverless Postgres platform

mcp

Netlify Mcp Server

60

An MCP server providing comprehensive access to Netlify's features and services.

mcp

Nf Core Mcp

60

Manage and navigate local nf-core pipeline repositories.

mcp

Nile

60

Manage and query databases, tenants, users, auth using LLMs

mcp

Nocodb

60

Manage NocoDB server, support read and write databases

mcp

Node Mssql

60

A server for interacting with Microsoft SQL Server databases using the node-mssql library.

mcp

Nutrition Tools

60

Access nutrition information for over 600,000 foods from the USDA FoodData Central database.

mcp

Odbc

60

Enables LLM tools to query databases using ODBC connections.

mcp

Osdu

60

Access OSDU platform capabilities including search, data management, and schema operations.

mcp

Pg Schema

60

Provides read-only access to PostgreSQL databases, enabling schema inspection and query execution.

mcp

Pgsql

60

An MCP server for interacting with a PostgreSQL database.

mcp

Postgres Full Access

60

A full-access PostgreSQL server for MCP with read/write capabilities and enhanced schema metadata.

mcp

Postgres Kotlin

60

A Kotlin-based MCP server for interacting with PostgreSQL databases.

mcp

Postgres Query

60

An MCP server for querying a PostgreSQL database in read-only mode.

mcp

Postgresql

60

A server for managing PostgreSQL databases, enabling comprehensive database operations.

mcp

Postgresql Mcp Server By Cdata

60

A read-only MCP server for PostgreSQL, enabling LLMs to query live data from PostgreSQL databases.

mcp

Prometheus Mcp Server

60

Retrieve and analyze time-series data from Prometheus databases using PromQL queries.

mcp

Pubchem Mcp

60

Access PubChem's database for chemical compounds, substances, and bioassays.

mcp

Py Mcp Mssql

60

A Python MCP server for Microsoft SQL Server, enabling schema inspection and SQL query execution.

mcp

Pyodbc

60

An MCP server for connecting to databases like Virtuoso using ODBC drivers via pyodbc.

mcp

Qdrant

60

Implement semantic memory layer on top of the Qdrant vector search engine

mcplangchain

Qdrant Memory

60

A knowledge graph implementation with semantic search powered by the Qdrant vector database.

mcp

Qmcp

60

An MCP server for integrating with and querying q/kdb+ databases.

mcp

Rabbitmq

60

Interact with queues and topics on a RabbitMQ instance.

mcp

Rbdc

60

An MCP-based database server with support for SQLite, MySQL, PostgreSQL, and MSSQL.

mcp

Redis Cloud

60

Interact with the Redis Cloud API to manage your Redis databases.

mcp

Redis Mcp Server

60

An MCP server for interacting with Redis databases, enabling LLMs to access key-value stores.

mcp

Redshift

60

An MCP server for Amazon Redshift, allowing AI assistants to interact with Redshift databases.

mcp

Research Friend

60

Research tools, including a Sqlite-backed document stash

mcp

Rewindmcp

60

Interface with the Rewind.ai SQLite database to access audio transcripts and screen OCR data.

mcp

Rss Crawler

60

Fetches and caches RSS feeds using a SQLite database for use with LLMs via the MCP protocol.

mcp

Schema Search

60

In-memory natural language schema search over database schemas

mcp

Selfhosted Supabase Mcp Basic Auth

60

Interact with self-hosted Supabase instances for database management and introspection.

mcp

Semiotic

60

Data visualization for streaming and static charts, maps and network visualization.

mcp

Simple Postgres Mcp

60

An MCP server for executing SQL queries on PostgreSQL databases with configurable permissions.

mcp

Simple Psql

60

An MCP server for interacting with PostgreSQL databases using tools, resources, and prompts.

mcp

Snowflake

60

Snowflake database integration with read/write capabilities and insight tracking

mcp

Snowflake Cortex

60

An experimental MCP server to access Snowflake Cortex insights from your development environment.

mcp

Snowflake Mcp Sp Integration

60

Integrates and executes Snowflake stored procedures through an MCP server.

mcp

Snowflake Service

60

Interact with Snowflake databases to query and manage data.

mcp

Sql

60

A server for making queries to MySQL, PostgreSQL, and SQLite databases.

mcp

Sqlexpress

60

An MCP server for interacting with Microsoft SQL Server Express databases.

mcp

Sqlite

60

MCP server for SQLite files. Supports Datasette-compatible metadata!

mcp

Sqlite Npx

60

A Node.js MCP server for interacting with local SQLite databases, runnable via npx.

mcp

Startup Framework

60

A framework for building MCP servers on Cloudflare Workers with OAuth, PostgreSQL, and Stripe.

mcp

Streamable

60

A proof-of-concept server implementing the Model Context Protocol with a streamable HTTP transport.

mcp

Streamnative

60

Integrate AI agents with StreamNative Cloud resources and Apache Kafka/Pulsar messaging systems.

mcp

Supabase

60

Connects to Supabase platform for database, auth, edge functions and more.

mcp

Supabase Mcp

60

Interact with Supabase databases, query tables, and generate TypeScript types.

mcp

Supabase Nextjs

60

A simple notes system for Next.js applications using Supabase as the backend.

mcp

Supavec

60

Fetch relevant content from Supavec, a vector database service.

mcp

Superset

60

Manage Apache Superset datasets, metrics, and SQL queries.

mcp

Surrealdb

60

A standardized interface for AI assistants to interact with a SurrealDB database.

mcp

Td

60

Enables AI assistants to securely query and interact with the Treasure Data customer data platform.

mcp

Tembo

60

An MCP server for managing databases and services on the Tembo Cloud platform.

mcp

Tidb

60

An MCP server for TiDB, a serverless, distributed SQL database.

mcp

Timeplus

60

Interact with the Timeplus real-time data platform for querying and managing data streams.

mcp

Todo

60

A Todo and Task Manager server for creating, updating, and managing tasks, using a SQLite database.

mcp

Todo Clean Architecture

60

A demo Todo application server built with a clean architecture using MCPServer and JSON Placeholder.

mcp

Toronto

60

Query, analyze, and retrieve datasets from Toronto's CKAN-powered open data portal.

mcp

Tpl.Mcp

60

Manage tasks in Directus with automatic schema synchronization.

mcp

Variance Log

60

Logs statistical variations and unusual events in conversation structures to a SQLite database.

mcp

Visualization Duckdb

60

Generate interactive data visualizations from natural language queries on a DuckDB database.

mcp

Weaviate Client

60

An MCP client for connecting to and interacting with a Weaviate vector database.

mcp

Work Memory

60

Manages work memories and shares context between AI tools using a local SQLite database.

mcp

Xiyan Mcp Server

60

A server that enables natural language queries to databases using XiyanSQL.

mcp

Yugabytedb

60

Allows LLMs to directly interact with a YugabyteDB database.

mcp

Airtable

55

Read and write access to Airtable databases.

mcp

Bq Mcp

55

Access and cache Google Cloud BigQuery metadata.

mcp

Buildkite

55

Manage Buildkite pipelines and builds.

mcp

Cesaryague Es Well Known Agent Card Json

55

MCP server for Cesaryague Es Well Known Agent Card Json

mcp

Clickhouse

55

Query your ClickHouse database server.

mcp

Couchdb

55

A server for interacting with CouchDB databases.

mcp

Docs Getlimelight Io Mcp Installation

55

MCP server for Docs Getlimelight Io Mcp Installation

mcp

Globalentryalerts Com Well Known Mcp Json

55

MCP server for Globalentryalerts Com Well Known Mcp Json

mcp

Jsondiff

55

A JSON diff tool to compare two JSON strings.

mcp

Linqlo

55

Provides read-only access to a Supabase database.

mcp

Lsd

55

Access the internet and query data using LSD SQL.

mcp

Mongodb Js Mongodb

55

Interact with MongoDB databases and MongoDB Atlas.

mcp

Mongodb Lens

55

Full Featured MCP Server for MongoDB Database.

mcp

Mpc Bridge

55

http stream to stdin/stdout and back

mcp

Oceanbase

55

MCP Server for OceanBase database and its tools

mcp

Onekgpd

55

Real-time access to 1000 Genomes Project dataset

mcp

Qdrant Retrive

55

Semantic search using the Qdrant vector database.

mcp

Redis

55

A server for interacting with Redis databases.

mcplangchain

Singlestore

55

Interact with the SingleStore database platform

mcp

Tigris

55

A serverless NoSQL database and search platform.

mcp

Verodat

55

Interact with Verodat AI Ready Data platform

mcp

Contextstream Io Docs

50

MCP server for Contextstream Io Docs

mcp

Globaldatabase Com

50

MCP server for Globaldatabase Com

mcp