Best mcp servers for data & intelligence.
64 mcp servers in Data & intelligence. The top 20 are ranked by public GitHub stars, collected October 5, 2026; the rest are listed below them. Databases, vector stores, analytics and data pipelines agents can query.
| # | Listing | Category | Stars | Forks | Last push |
|---|---|---|---|---|---|
| 1 | Prisma MCP Server MCP server bundled with the Prisma CLI for managing Prisma Postgres databases, schemas and migrations. | Data & intelligence | 47.7k | 2.5k | Oct 4, 2026 |
| 2 | MCP Toolbox for Databases Google open source MCP server that connects agents to many databases with connection pooling and auth. | Data & intelligence | 16.6k | 1.7k | Oct 2, 2026 |
| 3 | Convex Backend The open-source reactive database for app developers. | Data & intelligence | 12.7k | 824 | Oct 3, 2026 |
| 4 | Baserow Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative. | Data & intelligence | 6.1k | 750 | Oct 5, 2026 |
| 5 | Chart 🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis. | Data & intelligence | 4.4k | 419 | Aug 27, 2026 |
| 6 | Postgres MCP Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents. | Data & intelligence | 3.4k | 382 | Aug 17, 2026 |
| 7 | Supabase MCP Connect AI assistants to the Supabase platform through local or hosted MCP access. | Data & intelligence | 2.9k | 416 | Oct 3, 2026 |
| 8 | MCP Server MySQL A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries. | Data & intelligence | 2.1k | 253 | Jul 27, 2026 |
| 9 | Qdrant MCP Server Official Qdrant MCP server that stores and retrieves memories and documents in a Qdrant vector database. | Data & intelligence | 1.5k | 307 | Sep 4, 2026 |
| 10 | Arcadedb ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. | Data & intelligence | 1.2k | 150 | Oct 5, 2026 |
| 11 | MongoDB MCP Server Connect MCP clients to MongoDB databases and Atlas clusters. | Data & intelligence | 1.1k | 295 | Oct 4, 2026 |
| 12 | MCP Google Sheets This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets. | Data & intelligence | 1k | 253 | May 14, 2026 |
| 13 | Neo4j MCP Servers Neo4j-maintained MCP servers for Cypher queries, graph memory and Aura database management. | Data & intelligence | 987 | 261 | Sep 9, 2026 |
| 14 | ClickHouse MCP Server ClickHouse MCP server for running SQL, listing databases and exploring tables. | Data & intelligence | 879 | 208 | Oct 1, 2026 |
| 15 | Elasticsearch MCP Server Elastic-maintained MCP server for exploring indices and running queries against Elasticsearch clusters. | Data & intelligence | 717 | 157 | Oct 4, 2026 |
| 16 | CLI The PlanetScale CLI includes an MCP server that provides AI tools direct access to your PlanetScale databases. | Data & intelligence | 673 | 64 | Oct 5, 2026 |
| 17 | Neon MCP Server Neon MCP server for managing serverless Postgres projects, branches and SQL through natural language. | Data & intelligence | 648 | 129 | Oct 4, 2026 |
| 18 | Redis MCP Server Read, write and query Redis data through MCP. | Data & intelligence | 630 | 118 | Oct 2, 2026 |
| 19 | dbt MCP Server dbt Labs MCP server that exposes dbt project metadata, semantic layer queries and CLI commands. | Data & intelligence | 607 | 136 | Oct 5, 2026 |
| 20 | Chroma MCP Server Chroma-maintained MCP server for creating collections, adding documents and running vector queries. | Data & intelligence | 598 | 116 | Sep 17, 2025 |
More mcp servers for data & intelligence 44
Listed without a public GitHub repository, or not yet collected.
Airtable MCP Server
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases.
Aiven
Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services.
Apache Doris
MCP Server For Apache Doris, an MPP-based real-time data warehouse.
Blotato
Social media APIs for scheduling, analytics, and DM automation.
Consequential Analytics
Read-only access to your Consequential eCommerce marketing analytics and attribution data.
Convex MCP Server
MCP server included in the Convex CLI so agents can inspect tables, run functions and query a Convex deployment.
Couchbase
Model Context Protocol server for Couchbase - connect AI agents and LLMs like Claude, Cursor, and Copilot to Couchbase/Capella.
DB MCP Server
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Dbmcp
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention.
Decodo
The Decodo MCP server which enables MCP clients to interface with services.
ECharts
🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.
Echo Memory
Shared memory for AI agents, as a graph in your own Postgres.
faithgpt-plugins
Bible study, devotionals and doctrine review for Claude Code and Codex.
GreptimeDB
A Model Context Protocol (MCP) server for GreptimeDB.
INSSIST
Drive your own logged-in Instagram session via the INSSIST extension: read, publish, DMs, analytics.
Keboola
Model Context Protocol (MCP) Server for the Keboola Platform.
MCP
Connect to your Supabase database to query data and schemas.
MCP Alchemy
A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.
MCP Mongo Server
A Model Context Protocol Server for MongoDB.
mcp-chatbot-client
AI-powered MCP chatbot built with Gemini, LangChain, FastMCP, Streamlit, SQLite, Manim, and Docker.
Milvus
Model Context Protocol Servers for Milvus.
MotherDuck MCP Server
MotherDuck MCP server for querying DuckDB and MotherDuck databases with SQL from agents.
OceanBase
MCP Server for OceanBase database and its tools.
Option Desk
Option analytics over the SYNTH sample or a permitted chain: Greeks, positioning, payoffs, plots.
Questions and answers
What is the most-starred mcp server for data & intelligence?
Prisma MCP Server, with 47,694 public GitHub stars as of October 5, 2026. MCP server bundled with the Prisma CLI for managing Prisma Postgres databases, schemas and migrations.
How many mcp servers for data & intelligence are listed?
64 on RUAGENTIC, 20 of them ranked by stars and 44 listed without a public GitHub repository or without collected metrics.
How is this list ranked?
By public GitHub star count, read hourly from the repository each listing links to, last collected October 5, 2026. Stars measure attention on GitHub, not quality or safety. Listings that share one repository appear once. Sponsorship never changes a rank.
See every mcp server at /servers, the full mcp servers leaderboard for data & intelligence, or list your project.