Ranking · Data
Best AI agents & tools for Data
2,879 tools cover at least one of the 10 data tasks, ranked by coverage score: how much of the theme's tasks each one covers.
Tasks in this theme:Build dashboardsBuild data pipelinesClean and merge spreadsheetsExtract data from PDFsExtract website dataForecast demandGenerate reportsLabel and classify dataMonitor pricesQuery databases in plain language
| # | Tool | Coverage score | Tasks covered | Best at | Access | Trust | Seen |
|---|---|---|---|---|---|---|---|
| 1401 | afgong-sqlite-mcp-serverMCP Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible… | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1402 | bielacki-igdb-mcp-serverMCP Explore and discover video games from the Internet Game Database. Search titles, view detailed inf… | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1403 | sixta-connectMCP DBRE-grade SQL analysis inside any MCP client. No connection. No install. Paste a query. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1404 | SchemaMCP The AI that understands raw data: Schema over your tables and databases, as MCP tools. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1405 | OneDroid EngramMCP Versioned agent memory in your own Postgres: portable context, permissioned, audit trail. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1406 | mcpmyadminMCP Query 40 databases from Claude, ChatGPT, or Cursor — on any device. Read-only, encrypted, audited. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1407 | MidplaneMCP Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table policy, audit log. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1408 | mcpMCP The grounded data layer for any LLM: governed SQL, metrics, lineage and catalog over your data. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1409 | mythexMCP Build and publish web apps from your AI client: live preview, Postgres, storage, public URL. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1410 | JustDeployMCP Deploy and manage your apps, databases, storage, and scheduled jobs from your AI agent | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1411 | rabbitmq-elasticsearch-mongodb-stack-generatorMCP RabbitMQ + Elasticsearch + MongoDB Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1412 | mysql-redis-compose-generator-nginxMCP MySQL + Redis Compose Generator (Nginx) | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1413 | rabbitmq-elasticsearch-postgres-stack-generator-mongoMCP RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo) | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1414 | postgres-redis-compose-generatorMCP Postgres + Redis Compose Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1415 | mysql-redis-compose-generatorMCP MySQL + Redis Compose Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1416 | memcached-mongodb-redis-compose-generatorMCP Memcached + MongoDB + Redis Compose Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1417 | postgres-kafka-stack-generatorMCP Postgres + Kafka Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1418 | minio-postgres-redis-stack-generatorMCP MinIO + Postgres + Redis Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1419 | rabbitmq-elasticsearch-mysql-stack-generatorMCP RabbitMQ + Elasticsearch + MySQL Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1420 | postgres-kafka-prometheus-stack-generatorMCP Postgres + Kafka + Prometheus Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1421 | dbmcpMCP Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1422 | rabbitmq-postgres-mongodb-stack-generatorMCP RabbitMQ + Postgres + MongoDB Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1423 | postgres-minio-stack-generatorMCP Postgres + MinIO Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1424 | mysql-redis-compose-generator-adminerMCP MySQL + Redis Compose Generator (Adminer) | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1425 | rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearchMCP RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearch) | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1426 | kafka-and-postgres-monitoring-stackMCP Kafka and Postgres Monitoring Stack | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1427 | postgres-prometheus-stack-generatorMCP Postgres + Prometheus Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1428 | postgres-grafana-stack-generatorMCP Postgres + Grafana Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1429 | redis-minio-postgres-stack-generatorMCP Redis + MinIO + Postgres Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1430 | HostingFor.AIMCP Publish and manage websites on HostingFor.AI: files, DNS, MySQL, SSL and site checks. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1431 | nats-mysql-redis-stack-generatorMCP Nats Mysql Redis Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1432 | fincontextMCP Read-only bank & investment accounts via Plaid: balances, holdings, transactions, SQL analytics. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1433 | elasticsearch-redis-mysql-stack-generatorMCP Elasticsearch + Redis + MySQL Stack Generator | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1434 | elasticsearch-mongodb-redis-stack-generator-elasticsearch-elasticsearchMCP Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch) | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1435 | EOSL.ai — Hardware End-of-Life DatabaseMCP Hardware end-of-life dates by part number, each linked to the vendor's own bulletin. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1436 | Cortex RMCPMCP Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1437 | AeviaMCP AI-powered life cycle assessment and modelling: connect to LCA databases, build and analyze systems | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1438 | x-openapi-flow-mcpMCP OpenAPI lifecycle guard and MCP sidecar for policy-driven API orchestration. | 0.7 | 1 / 10 | Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1439 | Agent Rescue Desk Production TriageMCP Read-only triage for n8n, MCP, webhook, and AI agent workflow production failures. | 0.7 | 1 / 10 | Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1440 | Quire PDFMCP Turn JSON into polished PDFs: invoices, receipts, quotes, certificates, or any data. | 0.5 | 1 / 10 | Extract data from PDFs | REMOTELOCAL | DECLARED | 23m ago |
| 1441 | MCP Server for ExcelMCP Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only. | 0.5 | 1 / 10 | Clean and merge spreadsheets | REMOTELOCAL | DECLARED | 23m ago |
| 1442 | ModelRiskMCP Read, build, fit, and run Monte Carlo risk models in Excel through Vose Software's ModelRisk. | 0.5 | 1 / 10 | Clean and merge spreadsheets | REMOTELOCAL | DECLARED | 1h ago |
| 1443 | exchange-rates-mcp-serverMCP Convert currencies, get FX rates, and query historical ECB exchange rate data. | 0.5 | 1 / 10 | Monitor prices | REMOTELOCAL | DECLARED | 2h ago |
| 1444 | Lumaion ContinuityMCP Agent continuity: live continuity index, self-test contract, offline Continuity Proof verification. | 0.5 | 1 / 10 | Extract data from PDFs | REMOTELOCAL | DECLARED | 3h ago |
| 1445 | treasury-fiscaldata-mcp-serverMCP Query US Treasury national debt, interest rates, exchange rates, and fiscal datasets via MCP. | 0.5 | 1 / 10 | Monitor prices | REMOTELOCAL | DECLARED | 3h ago |
| 1446 | federal-reserve-mcp-serverMCP Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP. | 0.5 | 1 / 10 | Forecast demand | REMOTELOCAL | DECLARED | 4h ago |
| 1447 | Empresas BR (CNPJ due diligence)MCP Brazilian company checks by CNPJ: registry, sanctions, federal contracts and CVM, with sources. | 0.5 | 1 / 10 | Extract data from PDFs | REMOTELOCAL | DECLARED | 7h ago |
| 1448 | Espresso StealsMCP Espresso gear price history: live Amazon prices, 2+ years of daily data, BUY calls at verified lows. | 0.5 | 1 / 10 | Monitor prices | REMOTELOCAL | DECLARED | 8h ago |
| 1449 | ritokoMCP Record browser tasks, replay CSV/Excel rows, verify results and resume locally. | 0.5 | 1 / 10 | Clean and merge spreadsheets | REMOTELOCAL | DECLARED | 12h ago |
| 1450 | stathead-mcpMCP Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper leagues, Excel I/O | 0.5 | 1 / 10 | Clean and merge spreadsheets | REMOTELOCAL | DECLARED | 12h ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.