Data & Databases MCP Servers

Database access, data processing

3,537 servers

io.github.friendlygeorge/defillama-mcp-server

34
npx Caution 70

MCP server for DeFi Llama — free DeFi TVL, yields, stablecoins, bridges, DEX, and fee data for AI...

pgmcp

34
Docker

Read-only Postgres ops/DBA diagnostics: slow queries, EXPLAIN, locks, index and table health.

SafeSelect MCP

34

Fail-closed, read-only PostgreSQL and MongoDB access for AI agents over MCP.

postgres-mcp

33
Manual

postgres mcp implementation

32

hackernews-mcp

33
Manual

A Rust MCP server exposing Hacker News to AI assistants over stdio. Read the front page and Ask/Show/job stories, walk full comment trees with depth control, fetch user profiles, and run full-text search. Backed by the official Firebase and Algolia APIs — no keys, no auth.

17

claude-context-local

33
Manual Caution 67

Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with full data sovereignty. No API keys, no external calls, 100% local.

15

mongodb-mcp

33
Manual

MongoDB MCP Server

7

SureChEMBL-MCP-Server

33
Manual

A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database.

7

searchcraft-inc/searchcraft-mcp-server

33
Manual

- Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.

7

Memory Kernel

33
uvx

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

3

io.github.devilsfave/dagpipe

33
uvx

Crash-proof LLM pipelines. Resumes from failure without a database.

3

MCP-rag-with-Chromadb

33
Manual

Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.

2

Transform Rules MCP Server

33

MCP server for CSV/JSON data transformation using YAML rules

1

Rulemorph MCP Server

33

MCP server for CSV/JSON data transformation using YAML rules

1

MCP-Mastery-with-Claude-and-Langchain

32
Manual Caution 72

Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGraph agents, and Ollama integrations

27

django-firebase-mcp

32
uvx Caution 75

A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).

15

txtai-assistant-mcp

32
Manual Caution 67

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and Cline AI as well.

14

claude-qdrant-mcp

32
Manual Caution 67

Local-first TypeScript MCP server for Qdrant with client isolation, LM Studio integration, and scalable document workflows.

13

mcp-sqlite

32
Manual

MCP server for SQLite database operations

8

U2 MCP Server

32
uvx Auth Required

Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.

6

oauth2-authorization-server

32
Manual

OAuth2 Authorization Server with MariaDB, Docker OpenTelemetry LGTM, and Redis Integrations with Spring Boot 4, Java 25 and Docker. Integration Tests with Testcontainers and unit Tests with Junit 5, and Mockito

6

wisdomforge

32
Manual Caution 67

A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.

4

mcp-server

32
Manual

Compress and decompress JSON with the ASON MCP server, maximizing efficiency through optimized token reduction for seamless data handling.

2

io.github.Musaraf-M/sentinal-mcp

32
npx

Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics

2
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