Data & Databases MCP Servers

Database access, data processing

3,537 servers

mcp-vector-search

uvx

CLI-first semantic code search with MCP integration and interactive D3.js visualization for exploring code relationships

usda-mcp

uvx

MCP server exposing a USDA-accurate food database with deterministic macro math — no hallucinated nutrition numbers.

mcp-server-qdrant-openai

uvx

MCP server for retrieving context from a Qdrant vector database

AI Form API

Remote

Create forms, share the link and read responses as JSON or CSV from your AI agent.

linkedhelper-mcp

uvx

MCP Server for LinkedHelper 2 – read campaigns, leads and chat history from the local SQLite database

mcpshield

uvx

MCPShield - Secure infrastructure access for AI agents (databases, APIs, cloud) with deterministic policy enforcement and AI-powered policy generation

azerbaijan-mcp-dict

uvx

Local MCP server for the Azerbaijani explanatory dictionary: look words up, search by meaning and browse in print order, from a database kept on your own computer.

mcp-secure-schema

uvx

Read-only MCP server for exposing database schema metadata without row data.

nagoya-bus-mcp

uvx

Model Context Protocol (MCP) server providing tools to query Nagoya City bus timetables

ngmcp

uvx

MCP server for Norton Guide database files

ELYREON Payload Validator

Remote

Deterministic, read-only JSON payload validation (bounded JSON Schema 2020-12 subset).

io.github.CloudCorpRecords/datawatch

npx

Data observability: alerts, freshness checks and schema drift for your data assets.

polyglot-mcp

uvx

In-process MCP gateway that routes an LLM to database operations across many engines

@swarmv/mcp-server

npx

Official MCP server for SwarmV - Plug and play global AI memory

12/wk

slim-sheet

uvx Auth Required

Spreadsheet MCP for any agent: reads xlsx/xls/ods/csv, SQL, cleaning, formulas, safe edits

n3memorycore-mcp-lite

uvx

N3MemoryCore MCP Lite - ephemeral 7-day hybrid-search memory over Redis Stack

io.github.CloudCorpRecords/propdata

npx

Zillow property data via APIllow: search, property details, price history, comps and usage.

cement-mysql-mcp

uvx

Reserved name. This is not the real package; it is distributed on an internal index.

mcp-server-dpo

uvx

DPO — EU GDPR case law database for AI-powered legal advice. See mcp-server-gdpr-decisions for the active package.

mcp-neo4j-ingest

uvx

Structured CSV data ingestion MCP server for Neo4j

@qodalis/mcp-postgres

npx

Resilient Model Context Protocol (MCP) server for PostgreSQL — self-healing connection pool, read-only guard, token-efficient results.

57/wk

@statsmcp/stat-ee

npx

MCP server for the database of Statistics Estonia (Statistikaamet)

memory-map-mcp

uvx

MCP server for persistent AI memory — MongoDB-backed with file fallback

mcp-neo4j-lexical-graph

uvx

MCP server for creating rich lexical graphs from PDFs in Neo4j. Supports multiple parse modes (pymupdf, docling, page-image), pluggable chunking strategies, document versioning, and structural verification.

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