# MCP servers for Data and databases MCP servers for Data and databases: what each one does, an install command and example prompts. 250 cards · page 2 of 7 - HTML: https://affpapa.org/en/nevibecode/mcp/topic/data?page=2 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [Neon](https://affpapa.org/en/nevibecode/mcp/neon.md) — MCP server · neondatabase · Claude Code, Codex, Cursor +5 · ★ 655 — Runs Neon projects and Lakebase Postgres databases from chat: branches, queries, migrations. - [haiku.rag](https://affpapa.org/en/nevibecode/mcp/haikurag.md) — MCP server · ggozad · Claude Code, Codex, Cursor +5 · ★ 635 — Index documents, search them through an AI agent, and get answers with page and section references. - [pg-aiguide](https://affpapa.org/en/nevibecode/mcp/pg-aiguide.md) — MCP server · timescale · Claude Code, Codex, Cursor +5 · ★ 1874 — Gives your coding agent semantic search over the PostgreSQL, TimescaleDB and PostGIS manuals plus curated Postgres best-practice skills. - [Marmot Data Catalog](https://affpapa.org/en/nevibecode/mcp/marmot-data-catalog.md) — MCP server · marmotdata · Claude Code, Codex, Cursor +5 · ★ 623 — Gives your AI agent real metadata from the Marmot catalog: asset search, lineage, ownership. - [MCP Server for Excel](https://affpapa.org/en/nevibecode/mcp/mcp-server-for-excel.md) — MCP server · sbroenne · Claude Code, Codex, Cursor +5 · ★ 834 — Connects AI assistants to Microsoft Excel via the COM API to manage workbooks, formulas, and queries. - [EnvKit](https://affpapa.org/en/nevibecode/mcp/envkit.md) — MCP server · Env-Kit · Claude Code, Codex, Cursor +4 · ★ 579 — EnvKit lets an AI assistant manage a local development stack, from creating Laravel sites and databases to diagnosing service startup issues. - [Apple Health](https://affpapa.org/en/nevibecode/mcp/apple-health.md) — MCP server · neiltron · Claude Code, Codex, Cursor +5 · ★ 576 — This local MCP server reads Apple Health CSV exports and answers questions about sleep, workouts, and health metrics. - [mcp-neo4j-data-modeling](https://affpapa.org/en/nevibecode/mcp/mcp-neo4j-data-modeling.md) — MCP server · neo4j-contrib · Claude Code, Codex, Cursor +5 · ★ 989 — This MCP server helps agents build, validate, and visualize Neo4j graph models. - [mcp-neo4j-cypher](https://affpapa.org/en/nevibecode/mcp/mcp-neo4j-cypher.md) — MCP server · neo4j-contrib · Claude Code, Codex, Cursor +5 · ★ 989 — MCP server that lets an agent run Cypher queries against Neo4j and pull the graph schema. - [mcp-neo4j-aura-manager](https://affpapa.org/en/nevibecode/mcp/mcp-neo4j-aura-manager.md) — MCP server · neo4j-contrib · Claude Code, Codex, Cursor +5 · ★ 989 — Controls Neo4j Aura graph databases via the Aura API. - [mcp-server-motherduck](https://affpapa.org/en/nevibecode/mcp/mcp-server-motherduck.md) — MCP server · motherduckdb · Claude Code, Codex, Cursor +5 · ★ 534 — Local SQL analytics server powered by DuckDB and MotherDuck. - [Hevy MCP Server](https://affpapa.org/en/nevibecode/mcp/hevy-mcp-server.md) — MCP server · chrisdoc · Claude Code, Codex, Cursor +5 · ★ 523 — Connect an AI assistant to Hevy workout records to review training history or manage entries. - [Prometheus MCP Server](https://affpapa.org/en/nevibecode/mcp/prometheus-mcp-server.md) — MCP server · pab1it0 · Claude Code, Codex, Cursor +5 · ★ 519 — Lets your AI assistant query Prometheus metrics and run PromQL without leaving the chat. - [mcp-ssh-manager](https://affpapa.org/en/nevibecode/mcp/mcp-ssh-manager.md) — MCP server · bvisible · Claude Code, Codex, Cursor +5 · ★ 518 — This MCP server lets an agent work with SSH connections, remote commands, files, and databases. - [Oracle3 prediction-market arbitrage checks](https://affpapa.org/en/nevibecode/mcp/oracle3-prediction-market-arbitrage-checks.md) — MCP server · YichengYang-Ethan · Claude Code, Codex, Cursor +5 · ★ 511 — Wires Kalshi and Polymarket into your agent: contract search, quotes, relationship checks and fee math. - [Horosa Skill](https://affpapa.org/en/nevibecode/mcp/horosa-skill.md) — MCP server · Horace-Maxwell · Claude Code, Codex, Cursor +4 · ★ 477 — A local MCP server for astrology and metaphysics calculations. - [Tidewave Rails](https://affpapa.org/en/nevibecode/mcp/tidewave-rails.md) — MCP server · tidewave-ai · Claude Code, Codex, Cursor +4 · ★ 476 — Connects coding agents to a live Ruby on Rails application over HTTP. - [Airtable](https://affpapa.org/en/nevibecode/mcp/airtable.md) — MCP server · domdomegg · Claude Code, Codex, Cursor +5 · ★ 455 — Give an AI agent tools to inspect Airtable bases and work with their tables and records. - [legal-data-hunter](https://affpapa.org/en/nevibecode/mcp/legal-data-hunter.md) — MCP server · worldwidelaw · Claude Code, Codex, Cursor +5 · ★ 411 — Connects AI assistants to an open database of legislation and court rulings across more than 110 countries. - [Bagel](https://affpapa.org/en/nevibecode/mcp/bagel.md) — MCP server · Extelligence-ai · Claude Code, Codex, Cursor +4 · ★ 399 — Bagel lets an agent inspect robotics, drone, and IoT data through natural-language requests. - [Stock Screener](https://affpapa.org/en/nevibecode/mcp/stock-screener.md) — MCP server · xang1234 · Claude Code, Codex, Cursor +5 · ★ 396 — MCP server for daily stock screening, relative-strength ratings, and market breadth across 12 countries. - [sec-edgar-mcp](https://affpapa.org/en/nevibecode/mcp/sec-edgar-mcp.md) — MCP server · stefanoamorelli · Claude Code, Codex, Cursor +5 · ★ 374 — MCP server providing direct access to US SEC EDGAR filings, XBRL financial statements, and insider trading records. - [mcp-server](https://affpapa.org/en/nevibecode/mcp/mapbox-mcp-server.md) — MCP server · mapbox · Claude Code, Codex, Cursor +5 · ★ 363 — Connects Mapbox location APIs to your AI assistant for geocoding, multi-modal routing, and map rendering. - [DBCode](https://affpapa.org/en/nevibecode/mcp/dbcode.md) — MCP server · dbcodeio · Claude Code, Codex, Cursor +5 · ★ 360 — DBCode lets an AI agent query and inspect databases through your existing DBCode connections. - [ClaudeR - RStudio MCP Server](https://affpapa.org/en/nevibecode/mcp/clauder-rstudio-mcp-server.md) — MCP server · IMNMV · Claude Code, Codex, Cursor +5 · ★ 358 — Connects an active RStudio or Positron session to Claude Code and other agents to run scripts, inspect loaded datasets, and capture plots. - [fojin — Buddhist Canon Tools](https://affpapa.org/en/nevibecode/mcp/fojin-buddhist-canon-tools.md) — MCP server · xr843 · Claude Code, Codex, Cursor +5 · ★ 352 — Connects AI models to an open Buddhist text corpus with stable URN citations. - [mcp-documentation-server](https://affpapa.org/en/nevibecode/mcp/mcp-documentation-server.md) — MCP server · andrea9293 · Claude Code, Codex, Cursor +5 · ★ 343 — A local document store with semantic search for AI coding agents. - [tw-legal-rag](https://affpapa.org/en/nevibecode/mcp/tw-legal-rag.md) — MCP server · aa0101181514 · Claude Code, Codex, Cursor +5 · ★ 333 — Connects an AI assistant to semantic search over Taiwan court judgments and administrative interpretations, with citation checks on every bundle. - [TrueSource](https://affpapa.org/en/nevibecode/mcp/truesource.md) — MCP server · agentpit-io · Claude Code, Codex, Cursor +5 · ★ 570 — Supplies AI agents with factual market signals, government procurement awards, exchange disclosures, and macro releases backed by verifiable sources. - [Kronos](https://affpapa.org/en/nevibecode/mcp/kronos.md) — MCP server · agentpit-io · Claude Code, Codex, Cursor +5 · ★ 570 — Kronos predicts upcoming daily candles for China A-shares. - [AKShare](https://affpapa.org/en/nevibecode/mcp/akshare.md) — MCP server · agentpit-io · Claude Code, Codex, Cursor +5 · ★ 570 — Gives the model three tools to search, inspect and call AKShare functions for China market data. - [veritasgraph](https://affpapa.org/en/nevibecode/mcp/veritasgraph.md) — MCP server · bibinprathap · Claude Code, Codex, Cursor +5 · ★ 325 — An on-prem GraphRAG server that answers from a knowledge graph with source citations and admits when evidence is missing. - [elasticsearch-mcp-server](https://affpapa.org/en/nevibecode/mcp/elasticsearch-mcp-server.md) — MCP server · cr7258 · Claude Code, Codex, Cursor +5 · ★ 313 — Connects an agent to Elasticsearch and OpenSearch tools for document search, index inspection, and cluster management. - [OSS Snowflake MCP Server](https://affpapa.org/en/nevibecode/mcp/oss-snowflake-mcp-server.md) — MCP server · Snowflake-Labs · Claude Code, Codex, Cursor +5 · ★ 301 — Connects your assistant to Snowflake Cortex AI services, semantic models, and SQL execution. - [mcp-odoo](https://affpapa.org/en/nevibecode/mcp/mcp-odoo.md) — MCP server · erpipe-org · Claude Code, Codex, Cursor +5 · ★ 425 — Connects Odoo to an AI agent over MCP for data access, diagnostics, schema discovery, and gated write operations. - [finlab-ai](https://affpapa.org/en/nevibecode/mcp/finlab-ai.md) — MCP server · koreal6803 · Claude Code, Codex, Cursor +5 · ★ 417 — Connects an agent to trading strategies, stock evidence, data catalogs, and backtesting references. - [AdLoop](https://affpapa.org/en/nevibecode/mcp/adloop.md) — MCP server · kLOsk · Claude Code, Codex, Cursor +5 · ★ 287 — Connects Google Ads, Reddit Ads, and GA4 to your coding assistant, previewing every change before adjusting campaigns or budgets. - [PMB AI](https://affpapa.org/en/nevibecode/mcp/pmb-ai.md) — MCP server · oleksiijko · Claude Code, Codex, Cursor +5 · ★ 286 — Local memory for your coding agent: decisions, lessons and project structure live in SQLite and come back in later sessions. - [Alfanous - Quranic Search Engine](https://affpapa.org/en/nevibecode/mcp/alfanous-quranic-search-engine.md) — MCP server · Alfanous-team · Claude Code, Codex, Cursor +5 · ★ 286 — Searches Quranic verses using Arabic text, Buckwalter transliteration, and linguistic filters. - [GeoLens](https://affpapa.org/en/nevibecode/mcp/geolens.md) — MCP server · geolens-io · Claude Code, Codex, Cursor +5 · ★ 281 — Hooks your coding agent up to a GeoLens instance so it can list datasets, read schemas, features and maps, and run read-only SQL during a dev session. Next: https://affpapa.org/en/nevibecode/mcp/topic/data.md?page=3 ## Refine [sql](https://affpapa.org/en/nevibecode/tag/sql.md) · [sqlite](https://affpapa.org/en/nevibecode/tag/sqlite.md) · [database](https://affpapa.org/en/nevibecode/tag/database.md) · [memory](https://affpapa.org/en/nevibecode/tag/memory.md) · [analytics](https://affpapa.org/en/nevibecode/tag/analytics.md) · [api](https://affpapa.org/en/nevibecode/tag/api.md) · [rag](https://affpapa.org/en/nevibecode/tag/rag.md) · [search](https://affpapa.org/en/nevibecode/tag/search.md) · [csv](https://affpapa.org/en/nevibecode/tag/csv.md) · [knowledge-graph](https://affpapa.org/en/nevibecode/tag/knowledge-graph.md) · [oauth](https://affpapa.org/en/nevibecode/tag/oauth.md) · [observability](https://affpapa.org/en/nevibecode/tag/observability.md) ## Narrow this list Parameters: `?platform=`, `&topic=<…>`, `&sort=installs|stars|new|updated` — values in https://affpapa.org/en/nevibecode/agents.md --- NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md