Every tool listed below is a real API route in this codebase. Most fetch live data from public sources — RSS feeds, web scraping, Google search, HackerNews, Reddit, Yahoo Finance, Open-Meteo. Some use LLM analysis via OpenRouter. Some require connecting your own accounts. A few serve demo data to show what the panels look like before you connect real sources.
Every tool returns structured JSON. The Daily Monitor panels consume these tools and render them as interactive dashboards. Agents can call the same endpoints to reason over your data.
LIVEFetches real data from public sources
DEMOReturns sample data for UI preview
NEEDS SETUPRequires connecting your account
LLMUses LLM for analysis/generation
Sales Intelligence
(14 tools)
Competitive analysis, lead discovery, deal scoring, and meeting prep. All from public sources — no CRM required.
competitors
Aggregates HN + news for named competitors. Filters social for competitor mentions.
LIVE
competitive-digest
Weekly competitive intelligence digest across multiple competitors with importance scoring.
LIVE
competitor-pricing
Fetches a competitor pricing page and extracts structured plan/tier data.
LIVELLM
battlecard
Generates a sales battlecard from homepage, HN, careers, and autocomplete signals.
LIVELLM
deal-scoring
Scores deal close likelihood from public signals (website, social, news). No CRM needed.
LIVELLM
lead-finder
Searches HN + Reddit for posts matching keywords, LLM scores lead quality.
LIVELLM
lead-scoring
Scores a prospect company engagement from GitHub, HN, and website analysis.
LIVE
buyer-intent
Monitors public forums for people actively looking for solutions. Keyword-based intent scoring.
LIVE
contact-finder
Discovers key people at target companies from GitHub, team pages, and HN.
LIVELLM
funding-tracker
Monitors HN + TechCrunch RSS for investment/funding announcements. Pure regex extraction.
LIVE
meeting-prep
Auto-generates a pre-meeting dossier: company enrichment, news, people, competitors, funding signals.
LIVELLM
outreach-sequence
Creates personalized cold email sequences from enrichment data. Falls back to templates without API key.
LIVELLM
post-call
Extracts action items, next steps, objections from meeting notes. Falls back to regex without API key.
LLM
icp-analysis
Reverse-engineers an Ideal Customer Profile from company + competitor websites.
LIVELLM
Marketing Intelligence
(13 tools)
Brand monitoring, content analysis, funnel auditing, and ad intelligence. Real-time from RSS, HN, Reddit, and web scraping.
news
RSS feed aggregation with images and threat classification. Fetches real feeds.
LIVE
social
HackerNews + Reddit aggregation. Real posts, real scores, real-time.
LIVE
social-mentions
Tracks brand mentions on HN + Reddit with keyword-based sentiment analysis.
LIVE
social-metrics
Pulls real social engagement data from HN + Reddit. Reuses social-mentions internally.
LIVE
brand
Aggregates news + social for brand mentions. Combines news and social APIs.
LIVE
market-trends
Monitors what the market discusses now. HN, Reddit, Google Autocomplete, optional LLM synthesis.
LIVELLM
content
Fetches and analyzes website content pages. LLM-powered quality scoring and topic classification.
LIVELLM
content-brief
Generates an SEO content brief by fetching top Google results for a keyword.
LIVELLM
content-gaps
Identifies content gaps by comparing company + competitor content pages.
Customer health scores, NPS, churn signals, expansion opportunities.
NEEDS SETUP
intent
Third-party buying intent signals from Bombora, 6sense, or G2.
NEEDS SETUP
ads
Campaign performance from Google Ads / Meta Ads. Spend, ROAS, CPA.
NEEDS SETUP
email-marketing
Email deliverability, open rates, click rates from HubSpot / Mailchimp / SendGrid.
NEEDS SETUP
email
Gmail proxy with OAuth. Shows recent emails and thread summaries.
NEEDS SETUP
calendar
Google Calendar proxy with OAuth. Shows upcoming meetings and availability.
NEEDS SETUP
office
OneDrive/Microsoft 365 recent documents proxy with OAuth.
NEEDS SETUP
HR / Finance / Ops
(12 tools)
Internal operations panels. Currently serve demo data to demonstrate the panel layouts. Will connect to HRIS, accounting, and project management tools.
hr-headcount
Headcount by department, budget vs actual, change tracking.
DEMO
hr-openings
Open positions, avg days open, time-to-hire, offer accept rate.
DEMO
hr-attrition
Annual/voluntary/involuntary attrition rates vs industry benchmark.
Trending repos, user repos, workflow runs, activity feed from GitHub API.
LIVE
agent
Orchestrator agent that reads all panels and provides a unified briefing.
LLM
agent-recommender
Maps signals from panels to recommended marketplace agents.
LIVE
workflow
Server-side workflow store. Syncs from client, enables cron-based execution.
LIVE
skill-to-workflow
Discovers skills from GitHub + HN and translates them into workflow definitions.
LIVELLM
How the tools work
Each tool is a Next.js API route that returns JSON. The Daily Monitor panels call them on load and on refresh. The orchestrator agent can call any tool to build a cross-panel briefing. You can also hit them directly:
# Check your SEO rankings $curl /api/daily-monitor/seo?domain=yoursite.com&keywords=ai+agents
# Get a meeting prep dossier $curl /api/daily-monitor/meeting-prep?company=Vercel&domain=vercel.com
# Score a lead from public signals $curl /api/daily-monitor/lead-scoring?domain=acme.com
Tools that use LLM analysis route through OpenRouter to cost-effective models (Qwen, GLM). Tools that fetch public data work with zero API keys. Integration tools return setup instructions until you connect your accounts.
See these tools in action
The Daily Monitor uses all 72 tools to build vertical command centers for Sales, Marketing, HR, Finance, and Ops.