AcademyData and reporting
AI tools for data and reporting
Databases, spreadsheets, dashboards and scraping, made available to your AI agent in a controlled way.
- 1,084resources in this area
- 10 October 2026last updated
Where AI helps with data and reporting first
Asking questions of a database in plain language, building recurring reports, cleaning spreadsheets and collecting data from websites. Give the agent read only access and a clear description of your tables.
Search
data and reporting.
Skills
- 001XLSXFinance and data teams that build or update Excel models and reports and want them to recalculate correctly.
- 002SkillOptAI and data teams that maintain agent skills and want to improve them with a measured, validated process instead of manual tweaks.
- 003Firecrawl Plugin for Claude CodeResearch, marketing and data teams that need web content pulled into a clean format for analysis with an AI agent.
- 004Firecrawl SkillsResearch, marketing and data teams, and developers, who want their AI agent to work with live web data.
- 005CogneeTeams building or using AI agents that need to remember information across conversations and tasks.
- 006Auto-claude-code-research-in-sleepResearch and data teams that want an agent to help explore ideas, run experiments and review results.
- 007zvecData and development teams that need vector search inside an application without running a separate database service.
- 008AI-Research-SKILLsData and research teams that want their coding agent to follow structured steps for AI research and engineering work.
MCP servers
- 009markitdownOperations and analyst teams that need to give reports, contracts and spreadsheets to an AI assistant as plain text.
- 010server-fetchMarketing and research teams that want an AI assistant to read and summarise public web pages.
- 011MCP Toolbox for DatabasesData teams and developers who want AI agents to query company databases through controlled tools.
- 012Firecrawl MCP ServerMarketing, research and data teams that need clean web content and structured data for their agents.
- 013Supabase MCP ServerData and product teams that want an AI assistant to inspect and query their Supabase project.
- 014Neon MCP ServerData and engineering teams that use Neon and want to manage their Postgres databases by asking an AI agent.
- 015World MonitorResearch, strategy and risk teams that need current global market and geopolitical information inside their agent workflows.
- 016PostHog MCP serverProduct and data teams that use PostHog and want to query analytics, flags and errors from an AI assistant.
Workflows
- 017Scrape and summarize webpages with AIMarketing and research teams that want quick summaries of articles from a website.
- 018AI agent that can scrape webpagesOperations and research teams that want a chat agent able to read web pages and answer questions about their content.
- 019Pull data from services without an n8n integrationOperations and data teams who need to connect n8n to a service that has no dedicated node.
- 020AI Data Analyst Chatbot (n8n template)Data and business teams that want to ask questions about their spreadsheets or databases in a chat.
- 021Joining different datasetsData and operations teams that process separate data sources in n8n and need to combine them.
- 022Web Scraping to CSV, Google Sheets and ExcelOperations and analysis teams that need to collect data from a web page and share it in spreadsheets.
- 023Scrape and Store Data from Multiple Website PagesData and operations teams that need to collect structured data from a multi-page website into a database.
- 024Learn JSON Basics with an Interactive n8n TutorialOperations and business teams new to automation who need to understand JSON before building n8n workflows.
Subagents
- 025SQL ProData and development teams that write and tune SQL queries and want help with performance and schema design.
- 026Database AdministratorData and infrastructure teams that look after production databases.
- 027Data Analyst (Claude Code subagent)Business intelligence and analytics teams that need help turning raw data into metrics, queries and dashboards.
- 028Data Engineer (Claude Code subagent)Data and platform teams that design or maintain pipelines and storage and want a structured second opinion.
- 029Data Scientist subagentData and analytics teams that need help with exploratory analysis, experiments and models that answer a business question.
- 030Database Optimizer subagentData and engineering teams that want to find and fix slow queries and poorly tuned databases.
- 031Postgres Pro subagentData and engineering teams that run PostgreSQL and need help with performance, reliability and backups.
- 032Knowledge SynthesizerTeams that run agent workflows and want a short, evidence-backed record of what keeps working and what keeps failing.
Rules
- 033AutoML and hyperparameter optimization rulesData teams running model experiments who want Cursor to follow sound validation and run-tracking habits.
- 034Helium MCP Rules for CursorAnalysts and finance teams who want Cursor to pull news and market data from a tool instead of inventing it.
- 035Linux NVIDIA CUDA Python RulesData and machine learning teams who maintain model quantization pipelines on Linux servers.
- 036Pandas and scikit-learn guide for CursorData and analytics teams doing exploratory analysis and charts in Jupyter notebooks.
- 037PostgreSQL rules for CursorData and backend teams writing schemas, queries and migrations for PostgreSQL.
- 038PySpark ETL Best Practices for CursorData engineering teams that want PySpark jobs written in a consistent, testable way.
- 039Python LLM and ML Workflow Rules for CursorData and AI teams that build ML and LLM prototypes in Python and want Cursor to follow a defined toolset.
- 040PyTorch and scikit-learn for chemistry MLData teams building machine learning models on chemical data who want consistent, reproducible code from their AI editor.
Resources
- 041geo-sleuthResearch and investigation teams that need to verify or find the location shown in a photo.
- 042CCDashTeam leads and developers on Claude plans who want to see usage and spend in a single place.
- 043Claude Scientific SkillsResearch, analysis and finance teams that want Claude Code to follow documented procedures for technical work and writing.
Questions
people ask.
Is it safe to connect an AI agent to our database?
Use a read only user limited to the tables it needs, never production admin credentials. Log the queries it runs.
Is it safe to install what I find here?
Every listed item passed an automatic scan for credential theft, hidden instructions to the AI and risky install commands, and comes from a licensed, active project. That lowers the risk but does not remove it. Read the code and check the permissions before you connect anything to company data.
Before you choose,
read the guide.
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