Data & Analytics
AI agents that query, transform, and reason over structured data — from SQL databases to cloud data warehouses. These tools let language models run analytics, generate reports, and surface insights without manual wrangling. Best for BI automation, data quality pipelines, and AI-driven dashboards.
Airbyte Agents
Context layer for AI agents: MCP server and Python SDK giving agents unified access to 50+ business data connectors wit…
Airtable MCP
Manages Airtable as a database and operations layer for agents — create bases and schema, work with records, and share…
Apify MCP Server
Runs thousands of ready-made Apify Actors through an official MCP server — scrape social media, search engines, maps, a…
Arize Phoenix
Traces, evaluates and debugs LLM and agent applications from an open-source observability platform built on OpenTelemet…
Armature
Product analytics and evaluation for agent sessions running against MCP servers, tracking tool calls, failures, and per…
BigQuery
Google Cloud serverless data warehouse queryable over SQL through a REST API, commonly used as an analytics backend for…
Clay
Data enrichment and outbound automation platform that combines 100+ data providers with AI for personalized outreach at…
ClickHouse MCP
Official ClickHouse Cloud MCP — run SQL queries, list databases and tables, explore services and backups, inspect usage…
Crawl4AI
Crawls and scrapes web pages into clean Markdown for RAG pipelines, with CSS, XPath, and LLM-driven structured extracti…
Databricks AI
Unified analytics platform with AI/ML capabilities, featuring Mosaic AI for building compound AI systems on your lakeho…
dbt MCP
Exposes the dbt Semantic Layer, Discovery API, and dbt CLI over MCP so agents query governed metrics and inspect model…
DeepEval
Unit-tests LLM and agent outputs in a pytest-style workflow, scoring answer relevancy, faithfulness, hallucination and…
DeepSQL
Runs a self-hostable DBA agent for Postgres and MySQL that monitors workloads, rewrites slow queries and proposes index…
Docling
Parses PDF, DOCX, PPTX, XLSX, HTML, audio, and image files into a unified DoclingDocument and exports Markdown, HTML, D…
Elasticsearch MCP Server
Official Elastic MCP server letting agents query Elasticsearch indices, run search and aggregations, and inspect mappin…
Fabric RTI MCP
Bridges AI agents to Microsoft Fabric Real-Time Intelligence for natural-language KQL queries against Eventhouse and Az…
Firebolt
Cloud data warehouse engineered for sub-second analytics with AI-optimized indexing and query acceleration.
Firecrawl
Turn websites into LLM-ready data — crawl, scrape, and convert web pages to clean markdown for AI consumption.
Google MCP Toolbox
Official Google MCP server for 30+ databases — BigQuery, Postgres, AlloyDB, Spanner, MySQL, Redis, Neo4j. YAML-configur…
Google Sheets MCP
Reads, writes, and formats Google Sheets data via MCP — manage sheets, run formulas, and collaborate on structured spre…
Haystack
Builds production RAG pipelines and agentic workflows with modular components, explicit retrieval control, and multimod…
Helicone
Monitors LLM and agent traffic through a one-line proxy integration, logging requests, costs and latency with caching,…
Hex
Collaborative analytics platform with AI-assisted SQL, Python notebooks, and Magic AI that writes queries from natural…
MarkItDown
Converts PDF, Office, HTML, image, audio, and ZIP files into structured Markdown for LLM pipelines, preserving headings…
Medplum
Open-source healthcare developer platform providing a FHIR-native backend, API, and SDK for building compliant clinical…
MindsDB
AI-SQL layer that brings machine learning and AI agents into databases. Query predictions with SQL, build AI tables, an…
MinerU
Converts PDFs, Office documents, and scanned pages into LLM-ready Markdown or JSON, preserving tables, formulas, and re…
MongoDB MCP
Official MongoDB MCP server. AI agents query, analyze, and manage MongoDB databases with schema inspection, aggregation…
Neon MCP
Official Neon MCP server for creating and managing serverless Postgres databases from AI coding agents. Full SQL, branc…
Nobie
Provides an Excel-compatible spreadsheet runtime built for agents and humans to share, so agents can read, compute and…
OpenBB
Open-source financial data platform for analysts, quants, and agents, unifying market, fundamental, and economic data b…
Postgres MCP Pro
Connects agents to Postgres over MCP with configurable read or write access plus index tuning, EXPLAIN plan analysis an…
Reddit MCP Buddy
MCP server for Reddit — search subreddits, retrieve posts and comment threads, analyze user activity, and post content.…
Snowflake Cortex
AI-powered analytics layer on Snowflake enabling natural language queries, automated insights, and LLM-driven data tran…
Tableau MCP
Queries published Tableau data sources through VizQL over MCP and lets agents browse workbooks, dashboards, and metadat…
Tako
Live web search plus licensed datasets for agents, covering company financials, macroeconomic indicators, web traffic,…
Unstructured
Transforms PDFs, spreadsheets, emails, and 65+ file types into structured, chunked data ready for RAG pipelines and LLM…
Voker
Analytics platform for AI agents — track conversation intents, corrections, resolutions, and business impact. Python &…
Wren AI
Open-source text-to-SQL agent for governed GenBI — ask questions in natural language across 20+ data sources and get ac…