MCP servers leaderboard.
Servers that expose tools, resources and prompts to any MCP client. Browse all of them at /servers.
| # | Listing | Category | Stars / day | Stars | Since |
|---|---|---|---|---|---|
| 1 | MCP Toolbox for Databases Google open source MCP server that connects agents to many databases with connection pooling and auth. | Data & intelligence | 20 | 16.6k | Jun 2024 |
| 2 | Prisma MCP Server MCP server bundled with the Prisma CLI for managing Prisma Postgres databases, schemas and migrations. | Data & intelligence | 18 | 47.7k | Jun 2019 |
| 3 | Convex Backend The open-source reactive database for app developers. | Data & intelligence | 13 | 12.7k | Mar 2024 |
| 4 | Chart 🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis. | Data & intelligence | 8.3 | 4.4k | Apr 2025 |
| 5 | Postgres MCP Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents. | Data & intelligence | 6.0 | 3.4k | Mar 2025 |
| 6 | Supabase MCP Connect AI assistants to the Supabase platform through local or hosted MCP access. | Data & intelligence | 4.5 | 2.9k | Dec 2024 |
| 7 | 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 | 3.2 | 2.1k | Dec 2024 |
| 8 | 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 | 2.7 | 6.1k | Jul 2020 |
| 9 | Qdrant MCP Server Official Qdrant MCP server that stores and retrieves memories and documents in a Qdrant vector database. | Data & intelligence | 2.3 | 1.5k | Dec 2024 |
| 10 | MongoDB MCP Server Connect MCP clients to MongoDB databases and Atlas clusters. | Data & intelligence | 2.1 | 1.1k | Apr 2025 |
| 11 | MCP Google Sheets This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets. | Data & intelligence | 1.8 | 1k | Mar 2025 |
| 12 | Neo4j MCP Servers Neo4j-maintained MCP servers for Cypher queries, graph memory and Aura database management. | Data & intelligence | 1.5 | 987 | Dec 2024 |
| 13 | Pgmcp An MCP server to query any Postgres database in natural language. | Data & intelligence | 1.4 | 541 | Sep 2025 |
| 14 | ClickHouse MCP Server ClickHouse MCP server for running SQL, listing databases and exploring tables. | Data & intelligence | 1.4 | 879 | Dec 2024 |
| 15 | INSSIST Drive your own logged-in Instagram session via the INSSIST extension: read, publish, DMs, analytics. | Data & intelligence | 1.3 | 31 | Sep 2026 |
| 16 | Elasticsearch MCP Server Elastic-maintained MCP server for exploring indices and running queries against Elasticsearch clusters. | Data & intelligence | 1.3 | 717 | Mar 2025 |
| 17 | Redis MCP Server Read, write and query Redis data through MCP. | Data & intelligence | 1.1 | 630 | Apr 2025 |
| 18 | dbt MCP Server dbt Labs MCP server that exposes dbt project metadata, semantic layer queries and CLI commands. | Data & intelligence | 1.1 | 607 | Mar 2025 |
| 19 | Oracle MCP Servers Oracle-maintained MCP servers for Oracle Database and Oracle Cloud Infrastructure operations. | Data & intelligence | 1.0 | 452 | Jul 2025 |
| 20 | Chroma MCP Server Chroma-maintained MCP server for creating collections, adding documents and running vector queries. | Data & intelligence | 1.0 | 598 | Feb 2025 |
| 21 | Quackback Open source alternative to Canny, UserVoice, Productboard. | Data & intelligence | 1.0 | 305 | Dec 2025 |
| 22 | Neon MCP Server Neon MCP server for managing serverless Postgres projects, branches and SQL through natural language. | Data & intelligence | 1.0 | 648 | Nov 2024 |
| 23 | Prometheus MCP Server A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces. | Data & intelligence | 0.9 | 517 | Mar 2025 |
| 24 | MotherDuck MCP Server MotherDuck MCP server for querying DuckDB and MotherDuck databases with SQL from agents. | Data & intelligence | 0.8 | 526 | Dec 2024 |
| 25 | DB MCP Server A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases. | Data & intelligence | 0.8 | 432 | Mar 2025 |
| 26 | Airtable MCP Server 🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases. | Data & intelligence | 0.7 | 456 | Dec 2024 |
| 27 | Apache Doris MCP Server For Apache Doris, an MPP-based real-time data warehouse. | Data & intelligence | 0.7 | 348 | May 2025 |
| 28 | 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. | Data & intelligence | 0.6 | 419 | Dec 2024 |
| 29 | 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 | 0.6 | 1.2k | Aug 2021 |
| 30 | Snowflake MCP Server Snowflake Labs MCP server for Cortex search, analyst and SQL access to Snowflake data. | Data & intelligence | 0.6 | 298 | May 2025 |
| 31 | ECharts 🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis. | Data & intelligence | 0.6 | 269 | Jul 2025 |
| 32 | Milvus Model Context Protocol Servers for Milvus. | Data & intelligence | 0.4 | 244 | Mar 2025 |
| 33 | MCP Mongo Server A Model Context Protocol Server for MongoDB. | Data & intelligence | 0.4 | 281 | Dec 2024 |
| 34 | Xiyan MCP Server A Model Context Protocol (MCP) server that enables natural language queries to databases. | Data & intelligence | 0.4 | 239 | Mar 2025 |
| 35 | CLI The PlanetScale CLI includes an MCP server that provides AI tools direct access to your PlanetScale databases. | Data & intelligence | 0.3 | 673 | Dec 2020 |
| 36 | Convex MCP Server MCP server included in the Convex CLI so agents can inspect tables, run functions and query a Convex deployment. | Data & intelligence | 0.3 | 370 | Apr 2023 |
| 37 | Weights & Biases MCP Server Weights & Biases MCP server for querying experiments, Weave traces and reports from agents. | Data & intelligence | 0.2 | 70 | Nov 2025 |
| 38 | OceanBase MCP Server for OceanBase database and its tools. | Data & intelligence | 0.2 | 108 | Mar 2025 |
| 39 | Reverie Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search. | Data & intelligence | 0.2 | 69 | Jul 2025 |
| 40 | Dbmcp Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention. | Data & intelligence | 0.2 | 32 | Mar 2026 |
| 41 | Keboola Model Context Protocol (MCP) Server for the Keboola Platform. | Data & intelligence | 0.1 | 85 | Jan 2025 |
| 42 | Pinecone MCP Server Pinecone MCP server that gives agents access to vector indexes, search and Pinecone documentation. | Data & intelligence | 0.1 | 71 | Apr 2025 |
| 43 | MCP Connect to your Supabase database to query data and schemas. | Data & intelligence | 0.1 | 63 | Feb 2025 |
| 44 | Teradata The community development of a MCP server for a Teradata database. | Data & intelligence | 0.1 | 57 | Apr 2025 |
| 45 | Prisma Postgres Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries). | Data & intelligence | 0.1 | 49 | Jun 2025 |
| 46 | Decodo The Decodo MCP server which enables MCP clients to interface with services. | Data & intelligence | 0.1 | 37 | Jun 2025 |
| 47 | Couchbase Model Context Protocol server for Couchbase - connect AI agents and LLMs like Claude, Cursor, and Copilot to Couchbase/Capella. | Data & intelligence | 0.1 | 35 | Mar 2025 |
| 48 | SingleStore MCP server for interacting with SingleStore Management API and services. | Data & intelligence | 0.1 | 33 | Mar 2025 |
| 49 | GreptimeDB A Model Context Protocol (MCP) server for GreptimeDB. | Data & intelligence | 0.1 | 29 | Mar 2025 |
| 50 | Aiven Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services. | Data & intelligence | 0.0 | 28 | Mar 2025 |
| 51 | Powerdrill An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights. | Data & intelligence | 0.0 | 13 | Apr 2025 |