Databases MCP servers
86 servers, ranked by GitHub stars.
codebase-memory-mcp by DeusData · ★46608
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 langu
Databases
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 langu
Databases
nightingale by ccfos · ★13352
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
Databases
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
Databases
code-graph-rag by vitali87 · ★5258
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Databases
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Databases
tabularis by TabularisDB · ★5214
Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redi
Databases
Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redi
Databases
dbhub by bytebase · ★3646
Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
Databases
Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
Databases
FlyEnv by xpf0000 · ★3280
Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtime
Databases
Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtime
Databases
carbon by crbnos · ★2731
Open-source manufacturing ERP, MES and QMS. Quoting, MRP, inventory, shop floor, quality and lot/serial traceability on one Postgres schema,
Databases
Open-source manufacturing ERP, MES and QMS. Quoting, MRP, inventory, shop floor, quality and lot/serial traceability on one Postgres schema,
Databases
mcp-memory-service by doobidoo · ★2014
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consol
Databases
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consol
Databases
pg-aiguide by timescale · ★1869
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
Databases
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
Databases
erd-editor by dineug · ★1724
ERD Editor: design database schemas visually, import SQL DDL, GraphQL, DBML and AML, export DDL and code for 22 languages. Web app, Google D
Databases
ERD Editor: design database schemas visually, import SQL DDL, GraphQL, DBML and AML, export DDL and code for 22 languages. Web app, Google D
Databases
llmwiki by lucasastorian · ★1688
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
Databases
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
Databases
aoci-code by aoci-spec · ★1551
A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first M
Databases
A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first M
Databases
data-api-builder by Azure · ★1526
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
Databases
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
Databases
npcpy by NPC-Worldwide · ★1517
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Databases
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Databases
mysql_mcp_server by designcomputer · ★1398
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
Databases
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
Databases
nocturne_memory by Dataojitori · ★1391
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with
Databases
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with
Databases
mongodb-mcp-server by mongodb-js · ★1142
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Databases
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Databases
CloudBase-AI-Toolkit by TencentCloudBase · ★1136
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
Databases
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
Databases
AgentChat by Shy2593666979 · ★916
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、S
Databases
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、S
Databases
iai-personal-memory-engine by CodeAbra · ★908
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works
Databases
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works
Databases
NornicDB by orneryd · ★905
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bol
Databases
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bol
Databases
Wax by christopherkarani · ★804
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. On
Databases
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. On
Databases
okf-agent-memory by okf-memory · ★795
Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and
Databases
Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and
Databases
hippo-memory by kitfunso · ★779
Stop re-teaching your agent. Make your agent's memory work like a brain. Hippo is long-term memory for coding agents. It's a critical layer
Databases
Stop re-teaching your agent. Make your agent's memory work like a brain. Hippo is long-term memory for coding agents. It's a critical layer
Databases
anythingmcp by HelpCode-ai · ★745
Open-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 3
Databases
Open-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 3
Databases
memora by agentic-box · ★740
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks
Databases
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks
Databases
MegaMemory by 0xK3vin · ★724
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Databases
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Databases
mcp-redis by redis · ★634
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficient
Databases
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficient
Databases
openanalytics by OpenLabs-so · ★626
Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.
Databases
Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.
Databases
Compartment by MaxFreedomPollard · ★583
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retr
Databases
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retr
Databases
apple-health-mcp by neiltron · ★573
Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, workouts, activity and heart data from a local ex
Databases
Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, workouts, activity and heart data from a local ex
Databases
pgmcp by subnetmarco · ★542
An MCP server to query any Postgres database in natural language.
Databases
An MCP server to query any Postgres database in natural language.
Databases
PerformanceMonitor by erikdarlingdata · ★520
Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time alerts, graphical plan viewer, MCP server for AI ana
Databases
Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time alerts, graphical plan viewer, MCP server for AI ana
Databases
roam-code by Cranot · ★517
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safe
Databases
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safe
Databases
mcp-ssh-manager by bvisible · ★506
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health mo
Databases
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health mo
Databases
atlas-mcp-server by cyanheads · ★477
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architect
Databases
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architect
Databases
db-mcp-server by FreePeak · ★466
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Databases
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Databases
scrumboy by markrai · ★445
Self-hosted project management • Customizable boards • Cross-project workload and flow analytics • Calendar/Agenda • Sticky-note wall • Impo
Databases
Self-hosted project management • Customizable boards • Cross-project workload and flow analytics • Calendar/Agenda • Sticky-note wall • Impo
Databases
bagel by Extelligence-ai · ★400
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only
Databases
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only
Databases
mcp-database-server by executeautomation · ★386
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases
Databases
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases
Databases
EDDI by labsai · ★384
Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG,
Databases
Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG,
Databases
AI-company by CronusL-1141 · ★372
Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent
Databases
Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent
Databases
better-design by marvkr · ★361
🎨 Open-source design MCP server + shadcn/ui registry — AI design systems for Claude Code, Cursor, Codex, GitHub Copilot & any MCP client. 3
Databases
🎨 Open-source design MCP server + shadcn/ui registry — AI design systems for Claude Code, Cursor, Codex, GitHub Copilot & any MCP client. 3
Databases
redd-archiver by 19-84 · ★346
A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus
Databases
A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus
Databases
mac_messages_mcp by carterlasalle · ★332
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze
Databases
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze
Databases
Ori-Mnemos by aayoawoyemi · ★331
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
Databases
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
Databases
qanat by fidetolabs · ★310
An MCP server that turns filings and prices into valuation indicators, and tests each one inside its own industry. Connect it to your agent
Databases
An MCP server that turns filings and prices into valuation indicators, and tests each one inside its own industry. Connect it to your agent
Databases
lumen by ory · ★308
Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, local semantic search. Works for small and large c
Databases
Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, local semantic search. Works for small and large c
Databases
session-knowledge by nameforjt-afk · ★304
Turn your Claude Code session history into a searchable local knowledge base — 13 MCP tools, pure stdlib, nothing leaves your machine
Databases
Turn your Claude Code session history into a searchable local knowledge base — 13 MCP tools, pure stdlib, nothing leaves your machine
Databases
homebutler by Higangssh · ★303
🏠 Tells you what changed on your server — only what's worth telling. Single Go binary, no database, nothing running on the machines it watc
Databases
🏠 Tells you what changed on your server — only what's worth telling. Single Go binary, no database, nothing running on the machines it watc
Databases
knowledge-rag by lyonzin · ★296
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero exter
Databases
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero exter
Databases
apple-health-mcp-server by the-momentum · ★279
MCP server for querying Apple Health data with natural language using DuckDB under the hood.
Databases
MCP server for querying Apple Health data with natural language using DuckDB under the hood.
Databases
pasal by ilhamfp · ★278
Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + REST API + web app giving AI grounded access Indonesian laws.
Databases
Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + REST API + web app giving AI grounded access Indonesian laws.
Databases
uteke by codecoradev · ★271
🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust
Databases
🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust
Databases
Deft by Maneek21 · ★263
Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, approvals, and MCP context.
Databases
Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, approvals, and MCP context.
Databases
mysql_mcp_server_pro by wenb1n-dev · ★249
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅
Databases
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅
Databases
OmniFocus-MCP by themotionmachine · ★248
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with na
Databases
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with na
Databases
PerformanceStudio by erikdarlingdata · ★245
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extens
Databases
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extens
Databases
persistent-ai-memory by savantskie · ★236
A persistent local memory for AI, LLMs, or Copilot in VS Code.
Databases
A persistent local memory for AI, LLMs, or Copilot in VS Code.
Databases
parse-dmarc by dmarcguardhq · ★213
DMARC aggregate report parser with a built-in dashboard. One Go binary, IMAP in, SQLite, Prometheus metrics, MCP server. Apache-2.0.
Databases
DMARC aggregate report parser with a built-in dashboard. One Go binary, IMAP in, SQLite, Prometheus metrics, MCP server. Apache-2.0.
Databases
ClawMem by yoloshii · ★210
On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.
Databases
On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.
Databases
flexible-graphrag by stevereiner · ★192
Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch DBs. 14 data sources, 10 auto sync: Alfresco,
Databases
Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch DBs. 14 data sources, 10 auto sync: Alfresco,
Databases
mcp-server-duckdb by ktanaka101 · ★178
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
Databases
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
Databases
yantrikdb-server by yantrikos · ★176
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Ap
Databases
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Ap
Databases
notion-mcp-server by awkoy · ★175
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, b
Databases
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, b
Databases
MCP-PostgreSQL-Ops by call518 · ★160
🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autov
Databases
🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autov
Databases
salt.md by saltmd · ★160
The open-source workspace for people and AI agents. Docs, databases and realtime collaboration with an MCP server in the same binary, so age
Databases
The open-source workspace for people and AI agents. Docs, databases and realtime collaboration with an MCP server in the same binary, so age
Databases
prism-coder by dcostenco · ★158
Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with
Databases
Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with
Databases
mnemo-cortex by GuyMannDude · ★157
Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts,
Databases
Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts,
Databases
MemWhale by wuisabel-gif · ★153
Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and
Databases
Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and
Databases
Express-REST-API-and-MCP-Server-Framework by iolufemi · ★147
Express REST API and MCP Server Framework is a comprehensive development framework for building RESTful APIs and MCP servers with Express.js
Databases
Express REST API and MCP Server Framework is a comprehensive development framework for building RESTful APIs and MCP servers with Express.js
Databases
teslamate-mcp by cobanov · ★141
A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data an
Databases
A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data an
Databases
ZizkaDB by ZIZKA-AI-SL · ★139
Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support E
Databases
Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support E
Databases
mcp-memory-keeper by mkreyman · ★136
MCP server for persistent context management in AI coding assistants
Databases
MCP server for persistent context management in AI coding assistants
Databases
goldenmatch by benseverndev-oss · ★133
Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360
Databases
Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360
Databases
Frequently asked questions
What is a Databases MCP server?
A Databases MCP server lets AI assistants such as Claude, Cursor or GitHub Copilot use databases tools through the Model Context Protocol. 86 open-source options are listed here.
How is this list ranked?
By GitHub stars and recent activity, using public repository data refreshed on October 15, 2026.
How do I install one?
Most servers are added to your client’s MCP config file as an npx, uvx or Docker command. Our install guides for Claude Desktop, Cursor and VS Code walk through it step by step.
How to install MCP servers in Claude Desktop (step by step)
How to install MCP servers in Cursor (mcp.json guide)