Ranking · Data
Best AI agents & tools for Data
2,875 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 |
|---|---|---|---|---|---|---|---|
| 1251 | alpacacloud-mcpMCP Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Workflows. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1252 | Memory VaultMCP Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1253 | mushroomdbMCP Embedded graph database for agents: declare association rules once, edges maintain themselves. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1254 | Cartographer MCPMCP Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1255 | MySQL (security-first)MCP Security-first MySQL MCP server with AST validation, table whitelist, schema resources, and audit. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1256 | Raw SQL MCPMCP Execute raw SQL queries against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1257 | sqlai.dev SQL VerifierMCP Executes SQL in a real ephemeral database: rows, typed errors with suggestions, plans, diffs. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1258 | PlainQuery | MCP DB AgentMCP Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1259 | AdoMcpMCP Database MCP server for schema discovery, comments, and SQL queries. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1260 | hybridlogMCP Reads your own Garmin mirror: readiness, training load, muscle freshness, and read-only SQL. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1261 | InsForgeMCP MCP server for InsForge BaaS — database, storage, edge functions, and deployments | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1262 | db-conn-mcpMCP A dead-simple, self-hosted MCP server for securely querying databases via AI agents. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1263 | Bollard MCPMCP An AI-powered, safe database access gateway built on the Model Context Protocol (MCP). | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1264 | greptimedb-mcp-serverMCP Query GreptimeDB metrics, logs and traces with SQL, TQL and RANGE. Manage pipelines and dashboards. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1265 | engramMCP Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1266 | mcp-fleetMCP 12 MCP tools: invoice→JSON, text→SQL, PII redaction, regex & more. Free to try, pay per call. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1267 | RE-call MCP Memory ServerMCP Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1268 | MySQL Ops MCPMCP MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1269 | Cybersecurity Threat Intelligence MCPMCP CVE search, vulnerability database, EPSS exploit prediction, KEV, IP reputation & threat feed. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1270 | brokreMCP AI-safe credential broker for MCP — run saved SSH/MySQL/psql aliases; passwords never reach AI. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1271 | universal-db-mcpMCP Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL injection prevention. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1272 | Query ForgeMCP Enterprise SQL query optimizer and performance analyzer. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1273 | Serverless-DB-OracleMCP PostgreSQL database administrator with serverless query routing. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1274 | DarkWeb-BreachMCP OSINT dark web database search tool detecting credential leaks. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1275 | MC-Data MonitorMCP SQL pipeline observability and DBT integration monitor. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1276 | DataHealth-ObserverMCP Database health auditor monitoring query latencies. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1277 | Data ObservabilityMCP SQL data health analyzer and pipeline observability evaluator. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1278 | PostgreSQL (hardened, read-only)MCP Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1279 | SqlServer.RulesMCP Analyze T-SQL scripts for design, naming, and performance issues and prevent bad practices. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1280 | agentbuildersMCP Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on one platform. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1281 | Dataassist-IOMCP Query your org's data in natural language — read-only MCP access to SQL, NoSQL, files & warehouses. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1282 | crumbtrailMCP Recorded browser sessions, backend spans, and database row diffs as one ranked fix bundle. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1283 | mssql-readerMCP Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, safe querying | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1284 | mssqlMCP MCP server for Microsoft SQL Server — schema discovery, profiling, safe writes, and DDL | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1285 | mssql-writerMCP MCP server for Microsoft SQL Server — read and data write operations, no DDL | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1286 | ftp-ssh-mcpMCP Work with a remote host over FTP/FTPS/SFTP, SSH, and MySQL. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1287 | CPersonaMCP Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1288 | ClickHouseMCP Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1289 | sql-builder-ai-mcpMCP Sql Builder Ai MCP Server by MEOK AI Labs | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1290 | FronyBoardMCP Project tracker for AI agents: roadmap, periods, tasks and a validation gate, in one SQLite file | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1291 | meok-koikeeper-ai-mcpMCP Koi-pond MCP server — varieties database (Gosanke + secondary), pond stocking calc, koi-specific | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1292 | openchronicle-mcpMCP Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1293 | database-universal-mcpMCP Database Universal MCP Server by MEOK AI Labs | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1294 | hmem — Humanlike Memory for AI AgentsMCP Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1295 | Code Sandbox APIMCP Execute Python, JavaScript, SQL code in a sandbox. x402 micropayment. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1296 | total-recallMCP Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1297 | openLCA MCP ServerMCP Connect AI assistants to openLCA. 32 tools for database search, model building, and LCIA. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1298 | whoop-mcpMCP Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/Parquet exports. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1299 | SchemaBrainMCP The trust and intelligence layer between AI agents and your database. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1300 | Memory KernelMCP Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.