This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
World's Best AI Company Researcher for Pre-Meeting Forensic Intelligence. Deconstruct any company to the atomic level before walking into high-stakes executive meetings, sales pitches, investment reviews, or strategic partnership negotiations.
Pillar | Focus Areas | Forensic Capabilities |
1. Basic Company DNA | Founders, Leadership, HQ, Size, Industry, Age | Extracts legal entity, founder pedigrees, executive organogram, headcount growth rates, and history. |
2. Business & Monetization | What they sell, Who buys, Revenue model, Clients | Maps core offerings, ICP & buyer personas, pricing tiers, enterprise logos, and ARR estimates. |
3. Product & User Sentiment | Current products, Roadmap, Weaknesses, Complaints | Mines public roadmaps, architectural bottlenecks, and real user complaints from G2, Reddit, and Trustpilot. |
4. Technology & AI Detective | Tech stack, AI usage, APIs, Infra, Automation | Detects frontend/backend/cloud frameworks, live LLM integrations, API protocols (REST/GraphQL), and DevOps. |
5. Strategy & Expansion | Launches, Partnerships, Hiring, Funding, M&A | Tracks 2024–2026 releases, alliances, open hiring signals, total capital raised, cap table, and M&A deals. |
6. Competitive Landscape | Battlecard, Moats, Where they lag behind | Identifies direct/indirect competitors, defensible USPs, and deal-breaking vulnerability gaps. |
7. Pre-Meeting Intelligence | Icebreakers, Talking points, Landmines, 10x Questions | Generates tailored executive icebreakers, landmine warnings on what NOT to say, and high-IQ deep questions. |
Related MCP server: FundzWatch MCP Server
LLM Engine: NVIDIA NIM (https://integrate.api.nvidia.com/v1) using meta/llama-3.1-70b-instruct and meta/llama-3.1-8b-instruct.
Scraping Swarm:
Firecrawl API / MCP: Clean markdown web crawling and recursive sub-page discovery.
Playwright Headless Scraper: JavaScript DOM hydration, single-page application rendering, and screenshot capture.
Multi-Query Web Search: Parallel multi-dimensional search aggregator.
Tech Signature Detector: Automated HTML, HTTP headers, CDN, and DNS signature analyzer.
Frontend Dashboard: Vite + React 19 + TypeScript + Cyber-Executive Glassmorphic Dark UI + Real-Time SSE Terminal.
Storage: SQLite Database (researcher.db) for caching, history, side-by-side comparison, and 1-click PDF/Markdown exports.
python run.py(Or double-click start.bat on Windows)
Backend:
cd backend
.\venv\Scripts\uvicorn app.main:app --host 0.0.0.0 --port 8000 --reloadFrontend:
cd frontend
npm run devOpen your browser at http://localhost:5173.
The project includes mcp_config.json configured for:
firecrawl-mcp: Clean markdown extraction and web crawling.
@executeautomation/playwright-mcp-server: Dynamic browser automation.
POST /api/research/stream: Real-time Server-Sent Events (SSE) stream for live agent execution logs and final report.
POST /api/research/sync: Synchronous execution returning full structured JSON report.
GET /api/dossiers: List all saved company dossiers in SQLite.
GET /api/dossiers/{id}: Fetch complete dossier by ID.
GET /api/export/{id}/markdown: Generate and download formatted markdown briefing.
GET /api/models: List available NVIDIA NIM models.
GET /api/mcp/status: Check Firecrawl and Playwright MCP server statuses.
This server cannot be deployed
Company and market intelligence, news, enrichment, and agentic workflows for dealmakers.
Uncover opportunities in public markets, examine company evidence and track how it changes over time
AI-native B2B sales research, ranking, and CRM enrichment.
Company research for AI agents: contacts, tech stack, LEI, EU legal entities, SEC financials, jobs
