Ranking · Data
Best AI agents & tools for Data
2,873 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 |
|---|---|---|---|---|---|---|---|
| 1151 | PercolateMCP Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1152 | MCP SupersetMCP Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1153 | queryshieldMCP Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1154 | refcheckMCP Verify academic citations against real databases. Catches hallucinated references, exports BibTeX. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1155 | Beget HostingMCP Beget hosting: sites, domains, DNS, MySQL, FTP, cron, backups, mail — 73 tools | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1156 | Echo MemoryMCP Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1157 | Qdrant MCPMCP MCP server that wraps the Qdrant vector database API as tools. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1158 | Generate Tech StackMCP Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1159 | fastmcp-sqltoolsMCP A MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1160 | pgopsMCP Safe, audited PostgreSQL operations for AI agents: queries, migrations, EXPLAIN, containers | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1161 | LeteoMCP Persistent memory for AI coding agents: one Rust binary, one local SQLite database. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1162 | lakexpress-mcpMCP MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1163 | fastbcp-mcpMCP MCP server for FastBCP — high-performance parallel database export to files and cloud | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1164 | aifpMCP Database-driven FP enforcement and project management for AI-maintained codebases | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1165 | migratorxpress-mcpMCP MCP server for MigratorXpress — cross-platform database migration with parallel transfer | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1166 | fasttransfer-mcpMCP MCP server for FastTransfer — high-performance parallel data transfer between databases | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1167 | database-mcp-libsqlMCP MCP server for libSQL/Turso, local or remote. Read-only by default, row caps, timeouts. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1168 | argonMCP Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1169 | mosta-netMCP 1 MCP server, 13 databases, zero config. Multi-protocol transport with Auth + RBAC. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1170 | metabrainMCP MCP server giving AI agents persistent SQLite memory that proves which lessons hold. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1171 | dataxplan-mcpMCP Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fixes, charts. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1172 | garmin-local-mcpMCP Local-first Garmin data warehouse: sync once to SQLite, analyze trends and correlations offline. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1173 | SafeSelect MCPMCP Fail-closed, read-only PostgreSQL and MongoDB access for AI agents over MCP. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1174 | PostgreSQLMCP MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1175 | tokenlite-mysql-mcpMCP A secure, efficient, and intelligent MySQL server for the Model Context Protocol | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1176 | interactive-terminalMCP MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1177 | DBHub AnalyticsMCP MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, MariaDB | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1178 | ClickHouseMCP Read-only MCP server for ClickHouse metadata, parameterized queries, and plan analysis. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1179 | Microsoft SQL ServerMCP Read-only-by-default SQL Server: schema, parameterized SELECT, execution plans; writes opt-in. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1180 | Health Data (your own Supabase)MCP Your health data (weight, macros, weigh-ins) as MCP tools — in your own Supabase, zero custody. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1181 | altr-mcp-serverMCP MCP server for ALTR data security: databases, tags, policies, classification, access, audits | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1182 | Akeyless Agentic Runtime AuthorityMCP Secretless database and cloud access via Akeyless RTA. Credentials never enter the model. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1183 | mycMCP Task queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1184 | a2dbMCP Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1185 | Spark SQLMCP Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1186 | copilot-datagateMCP Policy-driven, read-only MCP server for safe database access from AI tools. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1187 | Code IndexMCP SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1188 | Postgres Secured (Aegis Zero-Trust)MCP Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL injections. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1189 | lean-memoryMCP Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1190 | quarryMCP Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by default. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1191 | LificMCP Local-first, lightweight issue tracker. Single binary, SQLite-backed, MCP-native. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1192 | repo-memory-mcpMCP Persistent local memory for MCP-compatible AI coding agents, stored per repository in SQLite. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1193 | ContextBridgeMCP MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1194 | tinycontextMCP Token-light local memory with SQLite hybrid retrieval for MCP agents. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1195 | SQL Server MCP (Windows)MCP SQL Server MCP with RAG capabilities for Windows (native ODBC support) | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1196 | MCP Database ServerMCP MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1197 | amnesicMCP Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1198 | chronMCP Timestamped audit log for every AI conversation — stored locally in SQLite, owned by you. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1199 | BackendGenMCP Validate compact backend specs and generate tested NestJS, Prisma, and PostgreSQL repositories. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1200 | Memory Engine MCPMCP Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools. | 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.