# MCP servers for Data and databases MCP servers for Data and databases: what each one does, an install command and example prompts. 661 cards · page 4 of 17 - HTML: https://affpapa.org/en/nevibecode/mcp/topic/data?page=4 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [SAP HANA CLI](https://affpapa.org/en/nevibecode/mcp/sap-hana-cli.md) — MCP server · SAP-samples · Claude Code, Codex, Cursor +5 · ★ 114 — Wires more than 150 SAP HANA tools into your AI assistant: queries, schema objects, plan analysis. - [U.S. Government Open Data](https://affpapa.org/en/nevibecode/mcp/us-government-open-data.md) — MCP server · lzinga · Claude Code, Codex, Cursor +5 · ★ 113 — Connect an AI agent to U.S. - [DexPaprika](https://affpapa.org/en/nevibecode/mcp/dexpaprika.md) — MCP server · coinpaprika · Claude Code, Codex, Cursor +5 · ★ 113 — Gives your coding agent live DEX data: liquidity pools, token prices, trading volume, swaps. - [mcp-gsheets](https://affpapa.org/en/nevibecode/mcp/mcp-gsheets.md) — MCP server · freema · Claude Code, Codex, Cursor +5 · ★ 104 — Connects Google Sheets API to your agent: read and write cells, format ranges, run batch operations. - [Coach Watts](https://affpapa.org/en/nevibecode/mcp/coach-watts.md) — MCP server · watt-mind · Claude Code, Codex, Cursor +5 · ★ 103 — Connects your coding agent to endurance workouts, sleep metrics, and nutrition logs through remote OAuth 2.0 MCP endpoints. - [Dynoxide](https://affpapa.org/en/nevibecode/mcp/dynoxide.md) — MCP server · nubo-db · Claude Code, Codex, Cursor +5 · ★ 102 — A DynamoDB emulator written in Rust on top of SQLite. - [orionbelt-semantic-layer](https://affpapa.org/en/nevibecode/mcp/orionbelt-semantic-layer.md) — MCP server · ralforion · Claude Code, Codex, Cursor +5 · ★ 101 — MCP server that compiles YAML models into SQL for BigQuery, Snowflake, DuckDB and five more dialects. - [LuxAlgo MCP](https://affpapa.org/en/nevibecode/mcp/luxalgo-mcp.md) — MCP server · LuxAlgo · Claude Code, Codex, Cursor +5 · ★ 101 — Connect an AI agent to LuxAlgo reference material, a trade journal and market data. - [VelesDB Memory](https://affpapa.org/en/nevibecode/mcp/velesdb-memory.md) — MCP server · cyberlife-coder · Claude Code, Codex, Cursor +4 · ★ 100 — An offline memory layer for your agent: it keeps facts, retrieves them by meaning, links them together and can show the evidence behind a recall. - [Knowl](https://affpapa.org/en/nevibecode/mcp/knowl.md) — MCP server · dat999zx · Claude Code, Codex, Cursor +5 · ★ 100 — Local memory for AI agents. - [sqlsure](https://affpapa.org/en/nevibecode/mcp/sqlsure.md) — MCP server · sqlsure · Claude Code, Codex, Cursor +5 · ★ 99 — sqlsure checks SQL against a semantic model before execution, flagging risky joins, invalid aggregations, and exposed sensitive fields. - [Open Library](https://affpapa.org/en/nevibecode/mcp/open-library.md) — MCP server · 8enSmith · Claude Code, Codex, Cursor +5 · ★ 99 — Connects AI tools to the Internet Archive's Open Library catalogue to look up books, inspect author keys, and fetch validated cover URLs. - [clinicaltrialsgov-mcp-server](https://affpapa.org/en/nevibecode/mcp/clinicaltrialsgov-mcp-server.md) — MCP server · cyanheads · Claude Code, Codex, Cursor +5 · ★ 98 — Connects AI assistants to the ClinicalTrials.gov registry to query studies, pull outcome data, and pre-screen trials for patient profiles. - [claudex](https://affpapa.org/en/nevibecode/mcp/claudex.md) — MCP server · kunwar-shah · Claude Code, Codex, Cursor +5 · ★ 97 — claudex gives Claude Code memory that carries across sessions and lets it search earlier conversations. - [Django ORM Lens](https://affpapa.org/en/nevibecode/mcp/django-orm-lens.md) — MCP server · FROWNINGdev · Claude Code, Codex, Cursor +5 · ★ 93 — Statically parses Django models, relations, and migrations without database access. - [strimzi-kafka-cli](https://affpapa.org/en/nevibecode/mcp/strimzi-kafka-cli.md) — MCP server · SystemCraftsman · Claude Code, Codex, Cursor +5 · ★ 91 — Gives your AI agent 42 tools to manage Kafka clusters, topics, users and connectors through the Strimzi operator. - [Odoo MCP Pro](https://affpapa.org/en/nevibecode/mcp/odoo-mcp-pro.md) — MCP server · pantalytics · Claude Code, Codex, Cursor +5 · ★ 88 — Connects an AI assistant to Odoo ERP 14–20 so you can search, create and update records by asking. - [Alchemy MCP Server](https://affpapa.org/en/nevibecode/mcp/alchemy-mcp-server.md) — MCP server · alchemyplatform · Claude Code, Codex, Cursor +5 · ★ 88 — Hosted MCP server connecting AI agents to Alchemy onchain data across 100+ chains with OAuth authentication and zero local setup. - [pond](https://affpapa.org/en/nevibecode/mcp/pond.md) — MCP server · tenequm · Claude Code, Codex, Cursor +4 · ★ 87 — pond archives agent sessions and exposes them to search over MCP. - [mcp-cn-commerce](https://affpapa.org/en/nevibecode/mcp/mcp-cn-commerce.md) — MCP server · TonyWang-hub · Claude Code, Codex, Cursor +5 · ★ 87 — Read-only stdio MCP server suite connecting AI agents to merchant operational metrics across Chinese marketplaces like Doudian, Taobao, and JD. - [Copilot Money](https://affpapa.org/en/nevibecode/mcp/copilot-money.md) — MCP server · ignaciohermosillacornejo · Claude Code, Codex, Cursor +5 · ★ 85 — Exposes personal finance records from Copilot Money to AI assistants offline or via GraphQL. - [mcp](https://affpapa.org/en/nevibecode/mcp/keboola-mcp.md) — MCP server · keboola · Claude Code, Codex, Cursor +5 · ★ 85 — Connect Claude Code to Keboola so an agent can query tables, create SQL transformations, and run jobs. - [Kibana](https://affpapa.org/en/nevibecode/mcp/kibana.md) — MCP server · TocharianOU · Claude Code, Codex, Cursor +5 · ★ 84 — An MCP server that connects Kibana to your AI client, so you can check status, search saved objects and call the Kibana API from chat. - [Patsnap Patent & Literature Search](https://affpapa.org/en/nevibecode/mcp/patsnap-patent-literature-search.md) — MCP server · patsnap · Claude Code, Codex, Cursor +5 · ★ 84 — Search patent and research-paper collections with natural-language descriptions or filters, then retrieve selected records for your agent to analyze. - [mcp](https://affpapa.org/en/nevibecode/mcp/twelvedata-mcp.md) — MCP server · twelvedata · Claude Code, Codex, Cursor +5 · ★ 84 — Streams live stock, crypto, and forex market feeds to your AI assistant. - [jDataMunch MCP](https://affpapa.org/en/nevibecode/mcp/jdatamunch-mcp.md) — MCP server · jgravelle · Claude Code, Codex, Cursor +5 · ★ 82 — Local tabular retrieval for CSV, Excel, Parquet, and JSONL without dumping millions of raw rows into LLM context. - [brain — the recorder](https://affpapa.org/en/nevibecode/mcp/brain-the-recorder.md) — MCP server · mordechaipotash · Claude Code, Codex, Cursor +5 · ★ 81 — Records Claude, Codex and Pi sessions before cleanup deletes them, then makes them searchable with citations you can verify. - [robrain](https://affpapa.org/en/nevibecode/mcp/robrain.md) — MCP server · adelinamart · Claude Code, Codex, Cursor +5 · ★ 81 — Stores engineering decisions and rejected alternatives in Postgres. - [Lific](https://affpapa.org/en/nevibecode/mcp/lific.md) — MCP server · VoidNullable · Claude Code, Codex, Cursor +4 · ★ 80 — Lific keeps issues and plans in SQLite and exposes them to AI agents through MCP. - [mcp](https://affpapa.org/en/nevibecode/mcp/licinexus-mcp.md) — MCP server · Licinexus · Claude Code, Codex, Cursor +5 · ★ 80 — Connects your AI client to Brazilian government procurement notices and federal CNPJ records. - [membase](https://affpapa.org/en/nevibecode/mcp/membase.md) — MCP server · unibaseio · Claude Code, Codex, Cursor +5 · ★ 80 — The membase MCP server gives agents one long-term memory: search, profile, adding facts and documents. - [hypermnesia-mcp](https://affpapa.org/en/nevibecode/mcp/hypermnesia-mcp.md) — MCP server · cdeust · Claude Code, Codex, Cursor +5 · ★ 75 — Local persistent memory for AI coding agents that preserves decisions and project context across sessions. - [mcp-victorialogs](https://affpapa.org/en/nevibecode/mcp/victoriametrics-mcp-victorialogs.md) — MCP server · VictoriaMetrics · Claude Code, Codex, Cursor +5 · ★ 105 — Connects your agent to a VictoriaLogs instance: log queries, streams and fields, stats as metrics. - [emem, the verifiable memory protocol for the physical world](https://affpapa.org/en/nevibecode/mcp/emem-the-verifiable-memory-protocol-for-the-physical-world.md) — MCP server · Vortx-AI · Claude Code, Codex, Cursor +5 · ★ 74 — emem connects AI agents to verifiable shared memory without moving raw files. - [Total Agent Memory](https://affpapa.org/en/nevibecode/mcp/total-agent-memory.md) — MCP server · vbcherepanov · Claude Code, Codex, Cursor +5 · ★ 73 — Stores decisions, bugs, and project facts in a local SQLite database across agent sessions. - [COROS](https://affpapa.org/en/nevibecode/mcp/coros.md) — MCP server · coroslab · Claude Code, Codex, Cursor +5 · ★ 71 — Links your COROS training records and recovery metrics to AI assistants so you can plan workouts and review runs in chat. - [Misata: synthetic data library](https://affpapa.org/en/nevibecode/mcp/misata-synthetic-data-library.md) — MCP server · rasinmuhammed · Claude Code, Codex, Cursor +5 · ★ 70 — Builds relational synthetic datasets with matching foreign keys and exact mathematical totals. - [Reverie](https://affpapa.org/en/nevibecode/mcp/reverie.md) — MCP server · knowall-ai · Claude Code, Codex, Cursor +5 · ★ 69 — Keeps an agent's memory in a Neo4j graph: typed entities, links between them, and hybrid search over names, keywords and meaning. - [langcare-mcp-fhir](https://affpapa.org/en/nevibecode/mcp/langcare-mcp-fhir.md) — MCP server · langcare · Claude Code, Codex, Cursor +5 · ★ 67 — Connects AI coding assistants directly to EMR backends using the FHIR R4 standard. - [SAS Viya](https://affpapa.org/en/nevibecode/mcp/sas-viya.md) — MCP server · sassoftware · Claude Code, Codex, Cursor +5 · ★ 66 — Executes SAS code, orchestrates AutoML pipelines, and queries SAS Viya APIs directly from your AI workspace. 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