DeckMatch MCP for AI. Automate V.C. deal flow analysis and discovery.
Works with every AI agent you already use
…and any MCP-compatible client








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DeckMatch analyzes startup pitch decks against investor profiles using AI. This MCP helps venture capitalists and investment teams automatically gauge the fit between a company and potential funding sources, generating professional memos and tracking deal flow status without manual data entry.
What your AI can do
Tag submission
Applies custom labels or tags to a specific pitch deck entry.
Delete submission
Removes a specified pitch deck submission from your portfolio records.
Generate investment memo
Automatically creates a professional investment memorandum for a given submission ID.
Programmatically submit PDF or PPTX deck URLs for automated data extraction and high-fidelity analysis.
Automatically draft professional, structured investment memoranda using the analyzed deck content.
Search your portfolio to find startups that match specific strategic criteria or industry trends.
Access a directory of all submitted decks and monitor their current analysis or triage statuses.
Retrieve detailed AI-driven results, including the underlying problem/solution fit and business models for any submission.
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DeckMatch: 12 Investment Analysis Tools
These tools let you manage every step of due diligence, from submitting a deck to generating final investment reports.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using DeckMatch on VinkiusTag Submission
Applies custom labels or tags to a specific pitch deck entry.
Delete Submission
Removes a specified pitch deck submission from your portfolio records.
Generate Investment Memo
Automatically creates a professional investment memorandum for a given submission ID.
Get Api Status
Checks the current connectivity and health status of your MCP account.
Get Deck Analysis
Retrieves the AI-driven triage results, detailing the problem/solution fit for a...
Get Submission Audit
Provides a complete historical log of all actions taken on a specific submission.
Get Submission Details
Retrieves the full metadata and details for any analyzed pitch deck submission.
List Enrichment Sources
Lists all data sources available to augment your analysis and search queries.
List Submissions
Lists all pitch decks that have been submitted and analyzed in your portfolio.
List Submission Tags
Shows the list of existing tags you can apply to submissions for better organization.
Search Startups Semantically
Finds startups within your portfolio that are conceptually similar to a given...
Submit Pitch Deck
Accepts a deck URL and triggers the automated AI analysis process for the submission.
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Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
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Make Your AI Do More
Start with DeckMatch, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,100+ others, all in one place
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- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 12 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Diligence work today means endless document switching and copy/pasting.
Right now, assessing a potential investment is a nightmare of tabs. You open the deck in one window, switch to your spreadsheet to input findings, jump to an internal wiki to check investor history, and then start drafting a memo in another program. It's constant context switching, manual copy-pasting, and endless hours just synthesizing data.
With this MCP, that whole mess disappears into the chat window. You feed your agent the deck URL; it does the extraction, provides the structured results, and lets you draft the full memo—all while staying in one conversation thread. It's pure process automation.
Generate Investment Memos with DeckMatch
You don't have to manually summarize the problem/solution fit, key metrics, and market size into a clean document. You trigger the process using `get_deck_analysis` first. Then, you prompt for the final output, calling `generate_investment_memo`. The system pulls all that structured data automatically.
What's different now is that the synthesis of raw information into an executive-ready report takes seconds, not hours. It just works.
What your AI can actually do with this
Take full control of your deal flow and startup analysis by connecting this MCP to your preferred agent. Instead of manually reviewing hundreds of decks and cross-referencing them with investor theses, you feed the materials into your AI client. It handles all the heavy lifting: extracting core business models, identifying market signals, and determining strategic fit.
Your agent acts like a dedicated investment associate, letting you search across your entire portfolio for specific types of companies or instantly generating professional investment memos based on the analysis. Because Vinkius hosts this MCP in its catalog, you connect once from Claude, Cursor, Windsurf, or any compatible client, giving your AI one centralized place to manage all your venture capital workflows.
019dd0dd-c8c4-72dc-bbe6-b9ac7470584f Here's how it actually works
The bottom line is: your AI client uses this MCP as a single source of truth for all your startup due diligence.
Subscribe to this MCP on Vinkius and retrieve your API Key from your DeckMatch dashboard settings.
Connect your AI client (Claude, Cursor, etc.) and initiate the workflow by submitting a pitch deck URL or requesting an analysis.
Your agent processes the data, returns structured triage results, and allows you to generate reports like investment memos directly in conversation.
Who is this actually for?
Venture Capitalists and investment associates who are tired of manual data entry and spreadsheet management. This tool gives you an instant, conversational way to assess deal flow quality across dozens of potential investments.
Needs to instantly pull triage summaries and check startup metrics on a dozen different deals during a limited time slot with founders.
Automates the drafting of initial investment memos and tracks deal statuses across multiple projects without leaving their primary workspace.
Searches incoming applications for relevant companies based on specific criteria, narrowing down a large pool of submissions quickly.
What Changes When You Connect
Stop manually tracking status updates. With access to list_submissions and the full directory, you keep a perfectly coordinated view of every deal in your pipeline.
Generate professional documents on demand. Instead of drafting investment memos from scratch, simply call generate_investment_memo using natural language prompts.
Find hidden opportunities quickly. Use search_startups_semantically to surface companies that fit a strategic profile you can't describe with keywords alone.
Know exactly what the AI found. The get_deck_analysis tool lets you immediately see the problem/solution and business model triage results after submission.
Maintain perfect records. You can check the entire history of any pitch deck using get_submission_audit or pull all data with get_submission_details.
See it in action
Reviewing a large batch of incoming applications
An Accelerator Manager gets a folder of 50 new pitch decks. Instead of clicking into 50 different URLs, they prompt their agent to use submit_pitch_deck on all of them. The AI runs the triage analysis and surfaces potential matches using search_startups_semantically, allowing the manager to prioritize follow-up calls immediately.
Deep dive into a specific deal
A VC is reviewing a promising company, 'AlphaCorp'. They need to know if it's worth pursuing. They ask their agent to use get_deck_analysis on the submission ID and then immediately call generate_investment_memo to draft talking points for an internal meeting.
Cleaning up portfolio data
An Investment Associate realizes several decks from last quarter are mislabeled. They use list_submission_tags to see available categories, and then call tag_submission on the relevant decks to keep their deal flow records accurate.
Investigating a past decision
A VC needs to understand why they passed on 'BetaTech' six months ago. They ask their agent to retrieve all activity for that submission using get_submission_audit to check who saw it and when the final analysis was completed.
The honest tradeoffs
Treating this like a simple database query
Trying to find all companies in the 'FinTech' space by just asking for a list of tags. You get only the names, not the actual data or context.
Use search_startups_semantically instead. This tool uses conceptual matching (like 'payments infrastructure') rather than simple keyword searches, giving you far better fit results.
Overlooking required steps
Asking the AI to generate an investment memo without first submitting the deck or retrieving the analysis. The process fails because it lacks source data.
Always start by running submit_pitch_deck with the URL. Once that submission is active, you can reliably use get_deck_analysis before calling generate_investment_memo.
Mixing up roles
Thinking the MCP manages your investor contact list or CRM records. It only handles pitch deck data and analysis.
This MCP is strictly for internal deal flow management. To manage external contacts, you'll need a separate client-side tool; use this solely to track the decks themselves.
When It Fits, When It Doesn't
Use this MCP if your core pain point is connecting raw pitch deck data (PDFs) with structured analysis and strategic search results. You need an AI layer that handles the messy, multi-step process of extraction, evaluation, and reporting. Don't use it if you just need to store simple text notes or manage basic contact information; those tasks are better handled by a dedicated CRM system. If your goal is purely data storage or retrieval without analysis (like listing tags), this MCP adds unnecessary complexity. When in doubt, check if the process involves 'analyzing fit'—if it does, use DeckMatch.
Questions you might have
How do I start the analysis using submit_pitch_deck? +
You simply provide the URL to the pitch deck (PDF or PPTX) to your agent. The MCP triggers the automated process, giving you a job ID for tracking.
What is the difference between get_deck_analysis and get_submission_details? +
Use get_deck_analysis when you want the AI's judgment on fit (problem/solution, business model). Use get_submission_details for basic metadata like submission date or original file name.
Can I search my portfolio using search_startups_semantically? +
Yes. This tool lets you find startups conceptually similar to a target company, even if they aren't in the same industry category. You just need to describe the criteria.
How do I update my deal flow status? Is there a tagging tool? +
Yes, you can use tag_submission to label decks (e.g., 'Needs Followup' or 'Passed'). You can also view available labels by calling list_submission_tags.
Is there a way to delete an old pitch deck record? I need the delete_submission tool. +
Yes, use delete_submission and provide the specific submission ID. This permanently removes the record from your monitored portfolio.
How do I use get_submission_audit to check who accessed or modified a deck submission? +
It provides the full history of changes made to a pitch deck record. This tool lets you track every modification, ensuring compliance and maintaining an accurate audit trail for your investment activity.
What information does generate_investment_memo provide after running the tool? +
The memo generates a structured professional document based on the deck's analysis. It automatically summarizes the core business model, problem/solution fit, and key metrics for immediate review.
How do I use list_submissions to get a comprehensive list of my analyzed decks? +
It returns metadata for every pitch deck you've submitted. This lets you quickly view the status, submission date, and unique ID for all items in your portfolio at once.
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.
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