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Ranking · Data

Best AI agents & tools for Data

2,870 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
AI agents 20Tools 2,870
#ToolCoverage scoreTasks coveredBest atAccessTrustSeen
851TribalMCP
Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
852ToolbeltMCP
A collaborative substrate over your data: vector, knowledge graph, SQL, geospatial, streaming.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
853mcp-serverMCP
The stock market, in SQL — scan, replay, or subscribe across ~12k US tickers and top 100 cryptos.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
854remem-mcp — Local-first MCP Memory + CodeGraph + WikiMCP
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
855SQL Sentinel MCP ServerMCP
SQL Server monitoring and diagnostics for AI agents using Extended Events. No ODBC drivers required.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
856pg-aiguideMCP
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
857tdai-memory-mcpMCP
Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
858myco-brainMCP
Self-hosted, source-traceable memory layer and MCP server for AI agents, on your own Postgres.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
859memkeeperMCP
Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
860claude-webcacheMCP
Cross-session WebFetch cache for Claude Code. Unlimited TTL by default, SQLite, MCP plugin.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
861dbxMCP
Query databases from AI agents using connections configured in DBX.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
862tmdb-mcp-serverMCP
MCP server for The Movie Database (TMDB) API
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
863Local MemoryMCP
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
864DB MCP ServerMCP
Database MCP server for MySQL, PostgreSQL, MongoDB, and SQLite with SSH tunneling support.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
865MCPDBWizardMCP
An Oracle MCP server built from the PL/SQL, tables and statements you select. No run-sql tool
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
866memorymeshMCP
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
867postgres-mcpMCP
PostgreSQL MCP server with 15 tools (SQL, EXPLAIN, health, indexes) plus a Gradio UI with LLM chat.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
868QueryBearMCP
Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-level controls.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
869MADB — Agent Memory DatabaseMCP
Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
870mcp-sqlite-toolsMCP
MCP server for local SQLite database operations
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
871sqlsureMCP
Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
872sqemoMCP
Design ERDs with your team's naming standards: query/edit entities and relationships, SQL/DBML
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
873DBeast PostgreSQL MCPMCP
PostgreSQL MCP server for schema, query, health, security, and performance analysis.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
874db-gatewayMCP
145+ tools across 8 databases: MySQL, PostgreSQL, Redshift, MongoDB, Redis, Kafka, and more
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
875AgentBuildersMCP
Deploy full-stack web apps with database, file storage, auth, and RBAC via a single API call.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
876Jeero MCPMCP
Local Jeero MCP server backed by Mother and SQLite.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
877Mi Fitness Data BridgeMCP
Local-first bridge: export your own Mi Fitness (Xiaomi) health data to SQLite/JSON/CSV and MCP.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
878tetherMCP
Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
879MySQL (read-only, switchable)MCP
Read-only MySQL access, with the database and server switchable mid-conversation.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
880Databases (read-only, switchable)MCP
Read-only SQL, MongoDB, Redis and Elasticsearch access, switchable mid-conversation.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
881SAME - Stateless Agent Memory EngineMCP
Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
882cds-db-nlquery-mcpMCP
MCP server for natural-language queries against SAP CAP db-layer entities via real CQN/SQL JOINs.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
883redash-mcpMCP
Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
884fabric-dwMCP
MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
885cludeMCP
Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
886BerthMCP
Database management — query, schema inspection, migrations for PostgreSQL, MySQL, SQLite.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
887Exoscale MCP ServerMCP
MCP server for managing Exoscale cloud infrastructure — compute, Kubernetes, DNS, databases, storage
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
888dokploy-mcp-serverMCP
Dokploy MCP server: manage apps, Docker Compose, databases, domains, backups, and servers.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
889mcp-sql-rustMCP
Token-efficient MCP server for MySQL, PostgreSQL, and SQLite
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
890strut-stack-sqlMCP
Token-efficient MCP server for MySQL, PostgreSQL, and SQLite
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
891mcp-sqliteMCP
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations and query support
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
892mcp-encrypted-sqliteMCP
MCP server for encrypted SQLite databases (SQLCipher 4) - Works with MoneyMoney, KeePass and more
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
893databaseMCP
SQL formatting, schema visualization, migration generation
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
894pharma-regulatoryMCP
Drug safety: DrugBank, interactions, FAERS, WHO, TGA. 7 databases. Free.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
895mcp-ordali-memoryMCP
MCP server for Ordali memory: SQLite-backed project memory and governance traces.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
896custom-mcp-databaseMCP
Run alias-based queries against PostgreSQL, MySQL, MongoDB and Oracle without exposing credentials.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
897orionbelt-semantic-layerMCP
API-first semantic layer MCP server compiling YAML models into dialect-specific SQL
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
898llm-koshMCP
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
899RebaseMCP
Schema, database, document, user and dev-server tools for a Rebase backend project.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
900SQL Benchmarks LabMCP
Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.
0.82 / 10Query databases in plain language · Build data pipelinesREMOTELOCALDECLARED5d ago
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Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.