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 |
|---|---|---|---|---|---|---|---|
| 1051 | Vector DB MCPMCP Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1052 | krimtoMCP Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1053 | memexMCP Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1054 | che-apple-mail-mcpMCP Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1055 | warehouse-mcpMCP Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, DuckDB, MotherDuck. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1056 | DB2TOON MCPMCP Read-only SQL database and plain-text SQL dump schema extraction to compact TOON for MCP clients. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1057 | BasaltMCP Local SQL workspaces with bounded, recoverable writes for coding agents. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1058 | sw-postgres-mcpMCP Safe-write Postgres MCP server with preview-before-execute writes and rollback safety. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1059 | startup-investorsMCP Curated investor database: 10,469 VC, angel, PE, and family office firms with contacts, via MCP. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1060 | arm-code-mcpMCP MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrinsics, audit deps. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1061 | health4aiMCP Query your Apple Health data from your own Supabase/Postgres via local MCP. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1062 | KryptheonMCP Record a flow through your app, check it after every change, and attack a copy of your database. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1063 | daemoonMCP One PAT, any MCP agent: Vercel, GitHub, Cloudflare, Supabase, GCP — unified dev infra gateway. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1064 | engram-serverMCP Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1065 | Memory MCP ServerMCP SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1066 | memoMCP Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1067 | PostgreSQL MCP ServerMCP PostgreSQL MCP Server — 27 tools for queries, schema, CRUD, DBA, HA & server management | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1068 | PostgreSQL performance Tuner MCP ServerMCP provides AI-powered PostgreSQL performance tuning capabilities. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1069 | mcp-postgres-nl-queryMCP RLS/tenant-aware Postgres for AI agents — schema, read-only SQL, NL→SQL with safety rails. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1070 | mcp-clickhouseMCP Read-only ClickHouse for AI agents — analytics queries, table inspection, sizes, health. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1071 | mcp-notionMCP Notion for AI agents — search, read pages/blocks, query databases, create pages. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1072 | code-contextMCP Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1073 | mcp-mysqlMCP Read-only MySQL/MariaDB for AI agents — query, list/describe tables, health. SQL-guarded. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1074 | mcp-mongodbMCP Read-only MongoDB for AI agents — find, aggregate (no write stages), count, stats. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1075 | JDBC MCP ServerMCP Read-only SQL, plans, schema for AI agents: PostgreSQL, Oracle, SQL Server, Firebird, SQLite, JDBC | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1076 | Docker MCP ServerMCP Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1077 | Polyglot Database MCPMCP Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra, and more | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1078 | SQL ServerMCP Servidor MCP para SQL Server com controle de permissões e modo somente-leitura | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1079 | SAIJ — Jurisprudencia ArgentinaMCP Search Argentine legal databases: court decisions, legislation, summaries, doctrine | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1080 | MSSQL LocalDB MCPMCP MCP server for SQL Server Express LocalDB on Windows: manage instances, run T-SQL, discover DBs | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1081 | wherewentMCP Zero-config SQL flight recorder for slow Python/SQLAlchemy jobs: exact call site, count, and fix. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1082 | ERP Report EngineMCP Read-only MCP for the SQL database behind an ERP: provably read-only guard, public benchmark. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1083 | chart-canvasMCP Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON) | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1084 | MCP Toolbox for DatabasesMCP MCP Toolbox for Databases enables your agent to connect to your database. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1085 | MCP Toolbox for DatabasesMCP MCP Toolbox for Databases enables your agent to connect to your database. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1086 | FactMemMCP A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1087 | FacthouseMCP Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1088 | MySQL MCPMCP MCP server for one MySQL database: schema, read-only queries and guarded writes. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1089 | simpliq-serverMCP Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1090 | januscopeMCP Local MCP proxy for tool restrictions, response redaction, audit logs, and database schema context. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1091 | Data StudioMCP Unified MCP server for SQL and NoSQL databases, powered by dockit and sqlkit desktop apps | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1092 | lit-mcpMCP MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1093 | mcpMCP MCP server for Florentine.ai - Natural language to MongoDB aggregations | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1094 | SQL PreviewMCP Run governed SQL queries and inspect database schemas from MCP agents. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1095 | Nuzo MemoryMCP Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1096 | LiquidMCP Connect your AI agent to anything — APIs, databases, and agents; read and write, auto-discovered. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1097 | regexcronsql-validatorMCP Valida regex, cron y SQL contra ejecucion real. Pago por llamada via x402/USDC. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1098 | Postgres MCPMCP PostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe read-only defaults. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1099 | Max Eats OutMCP Editorial guide to restaurants and bars — hand-picked venues with opinions, not a places database | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1100 | ChassisMCP Scaffold an Express 5 + TypeScript backend: database, auth, optional Next.js front end. | 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.