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Data & Analytics

320 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.

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Aws Postgress

⭐ 70

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

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A2Db

⭐ 65

Multi-database agent access (PostgreSQL, SQLite, MySQL, Oracle, SQL Server) with batch queries, pre-configured connections, and SQLGlot-enforced read-only safety

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Access Mdb

⭐ 65

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

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Africastalking Airtime

⭐ 65

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

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Age

⭐ 65

MCP server for Apache AGE graph databases on PostgreSQL. **21 MCP tools** — the most comprehensive Apache AGE MCP server (graph CRUD, Cypher queries, batch transactions, semantic search, Graph RAG, vis.js visualization, export/import) - **F#/.NET** — the only non-Python Apache AGE MCP server, installs as a single dotnet tool - **Production-grade** — BenchmarkDotNet-verified performance (cached queries in 62 ns, Cypher in 1 ms) - **Open source** — MIT license, published on [NuG

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Agi

⭐ 65

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

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Aiven

⭐ 65

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

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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.

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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.

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Alyio.Mcpmssql

⭐ 65

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

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Assistant

⭐ 65

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

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Astro Mcp

⭐ 65

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

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Atlas

⭐ 65

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

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Backpressure

⭐ 65

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

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Bigquery Analysis

⭐ 65

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

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Brainctl

⭐ 65

Persistent memory for AI agents. Single SQLite file, 192 MCP tools. FTS5 search, knowledge graph, session handoffs, write gate. No server, no API keys, no LLM calls.

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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.

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Chatgpt Supabase Api

⭐ 65

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

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Checkup

⭐ 65

Analyze your MCP setup: measure token cost per tool, find bloated schemas, detect duplicates, and get optimization tips to reclaim your context window.

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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.

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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).

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Coremodels

⭐ 65

Manage graph-based data models, schemas, and ontologies with CoreModels. 16 MCP tools for visual data modeling with full JSON Schema support.

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Crm

⭐ 65

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

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Custom

⭐ 65

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

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Custom Elasticsearch Mcp Server

⭐ 65

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

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Data Exploration

⭐ 65

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

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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.

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Db Analyzer

⭐ 65

Multi-database analysis MCP server (PostgreSQL, MySQL, SQLite). Inspects schemas, detects index problems, analyzes table bloat, and explains query plans for actionable database optimization.

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Db Query

⭐ 65

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

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Db Supermarket Mcp

⭐ 65

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

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Dbs

⭐ 65

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

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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.

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Deltatask

⭐ 65

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

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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.

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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.

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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.

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Dynamodb Toolbox

⭐ 65

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

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Expert Registry

⭐ 65

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

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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

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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.

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Graphrag Mcp

⭐ 65

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

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Gremlin

⭐ 65

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

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Health Api

⭐ 65

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

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Host

⭐ 65

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

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Influxdb

⭐ 65

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

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Inked

⭐ 65

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

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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

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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.

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Knowledgegraph

⭐ 65

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

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Kuzumem Mcp

⭐ 65

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

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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

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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)

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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.

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Lifecycle

⭐ 65

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

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Linear Regression Mcp

⭐ 65

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

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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.

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Low Level Server Streamable Http

⭐ 65

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

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Mcp Server Couchbase

⭐ 65

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

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Mcpfirebird

⭐ 65

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

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Mcphub

⭐ 65

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

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Mcpjungle

⭐ 65

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

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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.

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Memory Keeper

⭐ 65

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

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Meta

⭐ 65

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

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Migration Advisor

⭐ 65

Database migration risk analysis for Flyway and Liquibase. Detects dangerous schema changes — lock risks, data loss, destructive operations — before they hit production.

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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.

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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.

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Mongodb Model Context Protocol Mcp

⭐ 65

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

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Movies

⭐ 65

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

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Mssql Mcp Server

⭐ 65

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

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My Bear

⭐ 65

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

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My Memory

⭐ 65

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

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My Postgres

⭐ 65

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

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Mysql Mcp

⭐ 65

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

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Mysql Simple

⭐ 65

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

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Neo4J Memory

⭐ 65

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

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News

⭐ 65

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

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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.

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Oauth

⭐ 65

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

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Oauth Sample

⭐ 65

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

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Obsidian Jsoncanvas

⭐ 65

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

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Oceanbase Mcp Server

⭐ 65

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

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Octopus

⭐ 65

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

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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.

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Openfoodtox

⭐ 65

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

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Opengenes

⭐ 65

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

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Opera Omnia

⭐ 65

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

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Oracledb Mcp Server

⭐ 65

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

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Orionbelt Analytics

⭐ 65

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

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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

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Outlook Email

⭐ 65

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

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Pg Mcp Research

⭐ 65

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

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Pgedge Postgres

⭐ 65

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

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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.

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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.

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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.

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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.

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Project Synapse

⭐ 65

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

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Projectflow

⭐ 65

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

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Qdrant Loader

⭐ 65

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

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Quick Data For Windows

⭐ 65

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

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Rag

⭐ 65

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

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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.

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Robotmem

⭐ 65

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

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Rocketmq

⭐ 65

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

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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.

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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.

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Selfhosted Supabase

⭐ 65

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

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Simple

⭐ 65

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

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Simpledb

⭐ 65

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

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Sj Redm

⭐ 65

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

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Snow Tg

⭐ 65

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

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Snowflake Server Readonly

⭐ 65

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

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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).

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Streamable Http Python

⭐ 65

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

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String Db Mcp Server

⭐ 65

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

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Supabase Memory Service

⭐ 65

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

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Supamcpbuilder

⭐ 65

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

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Swift

⭐ 65

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

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Teleport Docs

⭐ 65

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

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Teradata

⭐ 65

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

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Text2Sql

⭐ 65

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

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Tidemind

⭐ 65

Open-source AI memory layer — a living knowledge graph across all your AI tools and notes. Local-first, SQLite-backed, MCP-native.

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Tiger Cli

⭐ 65

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

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Tmp Amazon Neptune Mcp Server

⭐ 65

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

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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.

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Turso Cloud

⭐ 65

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

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Vertica

⭐ 65

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

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Visidata

⭐ 65

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

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Xmcp

⭐ 65

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

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Adonet

⭐ 60

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

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Aitable

⭐ 60

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

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Alpha Ticker

⭐ 60

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

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Alphafold Mcp Server

⭐ 60

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

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Apple Watch Health

⭐ 60

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

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Arangodb

⭐ 60

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

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Astra Db

⭐ 60

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

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Bear

⭐ 60

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

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Bigquery

⭐ 60

BigQuery database integration with schema inspection and query capabilities

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Brick

⭐ 60

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

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Bricks And Context

⭐ 60

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

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Chmcp

⭐ 60

A server for managing ClickHouse databases and ClickHouse Cloud services.

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Claude Prompts

⭐ 60

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

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Clawpage

⭐ 60

Extract and structure any web page into clean JSON.

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Cockroachdb

⭐ 60

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

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Conf

⭐ 60

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

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Console Mcp

⭐ 60

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

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Data Pipeline Connector

⭐ 60

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

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Database

⭐ 60

Immutable ledger database with live synchronization

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Database Mcp

⭐ 60

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

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Database Tools

⭐ 60

Allows Claude AI to interact directly with MySQL databases.

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Database Updater Mcp Server

⭐ 60

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

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Dbhub

⭐ 60

Universal database MCP server supporting mainstream databases.

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Deck Builder

⭐ 60

Create and manipulate PowerPoint presentations programmatically using JSON or Markdown.

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Demo

⭐ 60

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

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Dialogoi

⭐ 60

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

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Docebo

⭐ 60

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

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Doris

⭐ 60

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

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Dynamo Readonly

⭐ 60

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

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Expense Tracker

⭐ 60

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

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Exploitdb

⭐ 60

Query security exploits and vulnerabilities from the ExploitDB database.

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Fabric Analytics Mcp

⭐ 60

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

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Falkordb Mcpserver

⭐ 60

Query and interact with FalkorDB graph databases using AI models.

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Fastmcp Opengauss

⭐ 60

An MCP server for interacting with the openGauss database.

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Feature Request Collection

⭐ 60

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

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Feed

⭐ 60

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

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File

⭐ 60

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

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First

⭐ 60

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

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Food Data Central

⭐ 60

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

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Fresha

⭐ 60

Access the Fresha Data Connector through Snowflake.

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Fuel

⭐ 60

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

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Gamemaster

⭐ 60

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

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Go Mysql

⭐ 60

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

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Gsheets

⭐ 60

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

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Homebrew Age

⭐ 60

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

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Inoyu Mcp Unomi

⭐ 60

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

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Instant

⭐ 60

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

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Instantdb

⭐ 60

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

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Iris

⭐ 60

Interact with and automate InterSystems IRIS databases.

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Java Neo4J

⭐ 60

A read-only query service for Neo4j graph databases.

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Jdbc

⭐ 60

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

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Jira Mcp Snowflake

⭐ 60

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

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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

Ticketlens Experiences

⭐ 60

Hosted remote MCP server for destination experiences with public endpoint and POI resolution.

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

Toolpipe

⭐ 60

145+ developer tools via MCP: JSON, QR codes, DNS, hash, UUID, JWT, SQL formatter, and more

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

Hawaii Conditions Vercel App Well Known Mcp Server Card Json

⭐ 55

MCP server for Hawaii Conditions Vercel App Well Known Mcp Server Card 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

Database Haymon Ai

⭐ 50

MCP server for Database Haymon Ai

mcp

Globaldatabase Com

⭐ 50

MCP server for Globaldatabase Com

mcp