# DeckMatch MCP for AI Agents AI Agent Connect

> DeckMatch helps you manage your venture capital deal flow by connecting your AlphaLens account to your AI agent. It automates pitch deck analysis, generates investment memos, and helps you find specific funding connections. Stop manually triaging PDFs and start using your agent to filter the noise and surface the best investment opportunities instantly. It turns your deal flow into a searchable, organized pipeline.

## Overview
- **Category:** artificial-intelligence
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Nup7a9iBEEXveVorWbmtpbJ1ECda9zHWUApml3pE/ai-agent-connect
- **Tags:** pitch-deck-analysis, investment-triage, deal-flow, startup-analysis, automated-extraction, investment-memo

## Description

DeckMatch connects your AlphaLens account to your AI agent to give you full control over your venture capital deal flow and startup analysis. Managing a venture capital pipeline is usually a mess of open tabs, dozens of PDFs, and endless spreadsheets. You spend half your day just trying to figure out which startups actually fit your thesis and which ones are just noise. This Connector changes that by giving your AI agent direct access to your investment data. Instead of manually summarizing every pitch deck that hits your inbox, you can let your agent do the heavy lifting. You can ask it to pull triage results, draft professional investment memos, or find startups that match specific criteria like 'climate tech payments' without ever leaving your workspace. It acts like a dedicated investment associate that never sleeps. By connecting this to the Vinkius catalog, you get a centralized way to manage your entire deal flow. Your agent handles the data extraction and portfolio monitoring, so you can focus on making the actual investment decisions. It is about moving from manual data entry to high-level oversight. You can quickly check the status of any submission or look up the specific details of a company's business model without searching through folders. This setup ensures that your team stays aligned on every deal and that no high-potential opportunity falls through the cracks.

## Tools

### delete_submission
Remove a pitch deck from your list. This allows you to keep your portfolio clean and organized.

### get_api_status
Get connectivity info for your account. This shows if your integration is active and working correctly.

### list_submissions
List all analyzed decks in your account. This gives you a complete overview of your current deal flow.

### list_submission_tags
List available tags for your submissions. Use this to see how you can organize your portfolio.

### search_startups_semantically
Find similar startups using semantic search. This tool helps you find companies that match your strategic criteria.

### submit_pitch_deck
Submit a deck for AI analysis. This triggers the automated extraction of data from your provided link.

### tag_submission
Label a submission with a specific tag. Use this to move a deal through your internal pipeline.

### generate_investment_memo
Create investment memo for a specific submission. This tool drafts a professional memo based on the deck analysis.

### get_deck_analysis
Get AI triage results for a pitch deck. This tool pulls the summary of a business model and problem statement.

### get_submission_audit
Get audit trail for a submission. This tool shows the history and changes for a specific deck.

### get_submission_details
Get full submission info for a specific deck. Use this to see all the data points for a startup.

### list_enrichment_sources
Get data sources for the analysis. This shows where the AI found its information for a deck.

## Prompt Examples

**Prompt:** 
```
Analyze this pitch deck: 'https://docsend.com/view/example-deck'.
```

**Response:** 
```
I've submitted that DocSend link for analysis. I'll monitor the progress and let you know as soon as the triage results are ready. I can also draft an investment memo for you once it's finished.
```

**Prompt:** 
```
Find startups similar to 'Stripe' focusing on 'climate tech payments'.
```

**Response:** 
```
I've searched the portfolio for you. Here are 3 startups that match that profile:

* **ClimatePay** (Seed)
* **CarbonSettlements** (Seed)
* **EcoFin** (Seed)

Would you like me to pull the triage summaries for any of these?
```

**Prompt:** 
```
Generate an investment memo for submission 'sub_123'.
```

**Response:** 
```
I've finished drafting that memo for you. Here is the summary of the investment case:

**Investment Summary: [Startup Name]**
* **Problem:** [Description]
* **Solution:** [Description]
* **Business Model:** [Description]

I've also included the key metrics from the deck analysis. Let me know if you want any sections adjusted.
```

## Capabilities

### Submit pitch decks for automated analysis
Send a pitch deck URL to your agent to trigger automated data extraction and triage.

### Generate professional investment memos
Have your agent draft structured investment memos based on the analyzed deck data.

### Find startups using semantic search
Search your portfolio for startups that match specific strategic criteria and market signals.

### Track triage statuses across your portfolio
Monitor the status of every analyzed deck to maintain a coordinated deal flow.

### Label and organize deal flow submissions
Apply specific tags to submissions to keep your investment pipeline organized.

### Check API health and audit logs
Monitor your connectivity status and view audit trails for your investment activity.

## Use Cases

### Triage Overload
A VC gets 50 decks a week. They ask the agent to list all submissions from last week and get_deck_analysis for the top 5 to see the business models.

### Thesis Research
An associate needs to find climate tech. They ask the agent to search_startups_semantically for companies similar to Stripe but in the carbon credit space.

### Memo Drafting
An associate has a hot lead. They ask the agent to generate_investment_memo for a specific submission ID to get a first draft for the investment committee.

### Portfolio Tracking
An accelerator manager wants to see who's in the pipeline. They ask the agent to list_submissions and tag_submission to mark them as qualified or not interested.

## Benefits

- Stop manual data entry by using submit_pitch_deck to trigger automated extraction of key startup metrics from PDFs and DocSends.
- Draft professional investment memos in seconds with generate_investment_memo, ensuring your team stays consistent with its reporting.
- Find new investment opportunities faster by using search_startups_semantically to identify startups that match your specific strategic criteria.
- Maintain a clean pipeline by using tag_submission to label and organize deals as they move through your internal review process.
- Get a high-level view of your entire portfolio by using list_submissions to see every analyzed deck in one single list.
- Verify your data integrity by checking the audit trail with get_submission_audit to see exactly how each deck was processed.

## How It Works

The bottom line is you get a hands-off way to manage startup deal flow through natural conversation.

1. Subscribe to this Connector and grab your API key from your DeckMatch dashboard.
2. Connect your AI client to the Connector to give it access to your investment data.
3. Start asking your agent to analyze decks, search for startups, or draft memos.

## Frequently Asked Questions

**What is DeckMatch MCP for?**
It helps you connect your AlphaLens account to your AI agent so you can automate startup analysis and deal flow management.

**Can I use DeckMatch to find new investment opportunities?**
Yes, it uses semantic search to find startups that match your specific strategic criteria rather than just simple keywords.

**How does DeckMatch handle pitch decks?**
You provide a URL like a DocSend or PDF, and the Connector triggers an automated extraction of the business model and key metrics.

**Can I use this to write investment memos?**
Yes, it can automatically generate professional investment memos based on the data extracted from the pitch decks.

**Does DeckMatch work with my current portfolio?**
It allows you to list, tag, and monitor all the decks you've already analyzed in your DeckMatch account.

**Can I see the history of a deck submission?**
Yes, it provides an audit trail for every submission so you can see how the data was processed.

**How do I find my DeckMatch API Key?**
Log in to your DeckMatch or AlphaLens dashboard and navigate to the **Settings** or **API** section to generate your secret key.

**What deck formats are supported for analysis?**
You can provide URLs for PDF and PPTX files, as well as direct view links from platforms like DocSend.

**How does semantic startup search work?**
The `search_startups_semantically` tool uses the AlphaLens engine to match your natural language query against a massive database of startups and their strategic metadata.