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 |
|---|---|---|---|---|---|---|---|
| 1101 | Open Food FactsMCP Search and contribute to the Open Food Facts database. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1102 | ConariumMCP Governed database access for AI assistants: masking, signed receipts, coverage reconciliation. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1103 | MockHeroMCP Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1104 | mcpgMCP Production-grade PostgreSQL MCP server — 254 tools for query, tuning & ops, read-only by default. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1105 | EngraphyMCP Self-hosted MCP memory server: a typed knowledge graph on Postgres 16 and pgvector. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1106 | dagpipeMCP Crash-proof LLM pipelines. Resumes from failure without a database. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1107 | OwnPGMCP PostgreSQL DBA tools over MCP, scoped to one database and one schema. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1108 | mcp-data-pipeline-connectorMCP Universal data connector for CSV, Postgres, and REST APIs via DuckDB | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1109 | BigQuery Data PlatformMCP Read-only BigQuery tools for plain-language data questions, with a cost gate on every query | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1110 | delx-memoryMCP Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1111 | Redshift MCP ServerMCP Secure, read-only access to Amazon Redshift with schema introspection and smart sampling | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1112 | aifordatabase-mcpMCP Query any database in plain English or SQL through a guardrailed, read-only data layer. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1113 | dbatools-mcp-serverMCP MCP server for dbatools — exposes SQL Server management commands as MCP tools | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1114 | mcp-server-mssqlMCP MCP server for Microsoft SQL Server using mssql-python | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1115 | database-adminMCP Database admin MCP: schema inspection, query optimization for PostgreSQL and MySQL | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1116 | tmdb-mcp-serverMCP Search, detail, and discovery for movies, TV, and people on The Movie Database (TMDB). | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1117 | mcp-mysql-connectorMCP MCP server exposing MySQL database functionalities as tools | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1118 | usda-mcp-serverMCP Search foods, compare nutrients, and look up the full USDA FoodData Central database. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1119 | mcp-psycopg2MCP MCP server exposing psycopg2 PostgreSQL database adapter functionality | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1120 | Knowledge Graph RDBMSMCP A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1121 | WHOOP MCPMCP Sync WHOOP recovery, sleep, strain, and workouts into Postgres and query them from any MCP client. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1122 | ilostat-mcp-serverMCP Search ILOSTAT labour indicators, query and compare series, build country profiles, run SQL. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1123 | locksmithMCP Lints PostgreSQL migrations for dangerous locking operations and suggests safe rewrites. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1124 | SQL Server MCPMCP MCP server for DBAs running dozens of SQL Server instances: grouped connections, plans, indexes | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1125 | ensembl-mcp-serverMCP Look up genes, sequences, variants, homologs, and cross-database xrefs from Ensembl REST. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1126 | cc0company-mcpMCP cc0pedia CC0 database + cc0.company agent services as MCP tools, paid per call via x402 on Base. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1127 | text2sqlMCP Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1128 | MCP Feed ReaderMCP RSS/Atom feed reader MCP server with SQLite backend | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1129 | LiteScopeMCP Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1130 | colabfit-mcpMCP An MCP server that provides access to the ColabFit database | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1131 | sql-server-analyst-mcpMCP Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1132 | mysqlMCP MCP server for MySQL/MariaDB — pooled async queries with destructive-query safety | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1133 | mcpMCP CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and Platform modes. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1134 | database-mcpMCP MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1135 | awesome-coolifyMCP Coolify 4.1.x MCP server — deploy, diagnose, and manage apps, services, and databases | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1136 | freshtrackMCP USDA food shelf-life database, food safety, storage tips, food waste cost calculator. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1137 | nyc-property-intelMCP MCP server giving Claude AI access to 22+ NYC public-record databases for real estate due diligence | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1138 | RetentionCheckMCP Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers + fixes. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1139 | hypokratesMCP Pharmacovigilance hypothesis generation from 15 public drug safety databases | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1140 | mcp-loomMCP Stdio MCP proxy: intercepts oversized tool results into a queryable embedded DuckDB. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1141 | memwrightMCP Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1142 | mongo-scout-mcpMCP Scout your MongoDB databases with AI - safety features, live monitoring, and data quality | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1143 | U2 MCP ServerMCP Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1144 | dryrunMCP PostgreSQL schema intelligence from a committed snapshot. No connection, no credentials. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1145 | EvidriftMCP Catch TypeScript API and OpenAPI contract drift in AI-generated code, then revalidate it in CI. | 0.8 | 2 / 10 | Extract data from PDFs · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1146 | BoyceMCP Deterministic SQL compiler for AI agents. Your agent stops guessing SQL. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1147 | postgres-scout-mcpMCP Scout your PostgreSQL databases with AI - safety features, monitoring, and data quality | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1148 | memory-arbiter-mcpMCP Local SQLite MCP memory: evidence-based recall, advisory conflict notices, authorized governance. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1149 | Pour PicksMCP Search the Pour Picks bourbon & whiskey database: 4,700+ bottles with tasting profiles and prices. | 0.8 | 2 / 10 | Query databases in plain language · Build data pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 1150 | Perfume PicksMCP Search the Perfume Picks fragrance database: 13,000+ scents with notes, dupes, and wear data. | 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.