Research & Data

Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.

Triage Linear or Jira backlogs and run bug sweeps via the Composio CLI. Bulk-fetch issues, dedupe, relabel, reassign, and post summaries — all from the shell without clicking through the UI.

Search real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and meme search via the Helium MCP server.

Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix failing PR CI/CD checks on GitHub Actions and wants a plan + code changes; for external checks (e.g., Buildkite), only report the details URL and mark them out of scope.

Analyzes your recent Codex chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

Query and filter Datadog logs from the shell using the Composio CLI. Run scoped log searches, pivot across services/environments, and export structured JSON for downstream agents instead of click-driving the Datadog UI.

Automate HR operations in Workday -- manage workers, time off requests, absence balances, and employee data through natural language commands.

Automate Twelve Data tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Supadata tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Snowflake data warehouse operations -- list databases, schemas, and tables, execute SQL statements, and manage data workflows via the Composio MCP integration.

Automate Simple Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate SimilarWeb tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through the Composio SEMrush integration.

Automate Rosette Text Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate lead generation, web scraping, and social media data extraction workflows through PhantomBuster's cloud platform via Composio

Automate Peopledatalabs tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration.

Automate user behavior analytics with Microsoft Clarity -- export heatmap data, session metrics, and engagement analytics segmented by browser, device, country, source, and more through the Composio Microsoft Clarity integration.

Automate Lemlist multichannel outreach -- manage campaigns, enroll leads, add personalization variables, export campaign data, and handle unsubscribes via the Composio MCP integration.

Automate Kaggle tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ipdata co tasks via Rube MCP (Composio). Always search tools first for current schemas.

A markdown intelligence layer for AI agents: turn news and policy noise into decision-ready analysis.

Figma to code + validate + UX audit — works with any component library

Auto-version local config files via git + OS file watchers. A drop-in skill for AI coding agents (Claude Code, Codex, Gemini CLI, etc.).