Model Context Protocol (MCP) Live Diligence

Every early deal,
audited by radar.

PitchAudit extracts unstructured market filings, code repositories, and financial claims into an objective 4-dimension diligence score (Team, Market, Moat, Traction). Query deals directly via MCP or explore the verified directory.

2,400+Deals Audited+140 this week
68/100Avg. Radar ScoreTop 12% pass >85
31%Red Flags CaughtFound before term sheet
860+Active Angels & VCsTop tier syndicates
Live Audit Scorecard
Score: 98/100

claude-codePRE-SEED (未披露)

Full Report

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

Team100Market94Moat100Traction99
Verified Strength: 最强项: 团队分100、产品分100
Red Flag Flagged: Early-stage market risks requiring syndicate review
Verified via Git AST & Diligence PipelineUpdated today
MCPhttps://pitchaudit.store/api/mcp
Verified Diligence Radar Database

Early-Stage Deal Flow Directory

Discover verified technical startups with audited 0-100 radar scorecards. Filter by sector, financial metrics, or investment thesis.

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Showing 127 audited deals
claude-codePre-SeedDevTools & Infra
未披露·Raised 未披露
98/100
Top Quartile

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

Team100
Market94
Moat100
Traction99
最强项: 团队分100、产品分100
150,9190 commits
Audit Report
I'm building an open-source AmazonPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
98/100
Top Quartile

A couple of years ago, I had an interesting idea. What if there was a marketplace where all the underlying tech was open-source? The order management system, th

Team98
Market95
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
reaPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
98/100
Top Quartile

Reverse engineer anything with agents, from app behavior down to native binaries.

Team100
Market92
Moat100
Traction100
最强项: 团队分100、产品分100
248,1490 commits
Audit Report
ai-engineering-from-scratchPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
98/100
Top Quartile

Learn AI Engineering! Learn it. Build it. Ship it for others.

Team100
Market92
Moat100
Traction100
最强项: 团队分100、产品分100
69,2230 commits
Audit Report
Gemini Pro 3 imagines the HN front page 10 years from nowPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
98/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team100
Market92
Moat100
Traction100
最强项: 团队分100、产品分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
98/100
Top Quartile

Heya HN, I've been working on a reddit-like platform as my primary side project for the last few years. Doing a (very) soft launch today, mainly because I want

Team100
Market92
Moat100
Traction100
最强项: 团队分100、产品分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Beeper Mini – iMessage client for AndroidPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
98/100
Top Quartile

Hi HN! I’m proud to share that we have built a real 3rd party iMessage client for Android. We did it by reverse engineering the iMessage protocol and encryption

Team100
Market92
Moat100
Traction100
最强项: 团队分100、产品分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
paperclipPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
97/100
Top Quartile

The open-source app everyone uses to manage agents at work

Team94
Market95
Moat100
Traction100
最强项: 产品分100、增长分100
102,2460 commits
Audit Report
ECCPre-SeedSecurity & Trust
未披露·Raised 未披露
97/100
Top Quartile

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Team100
Market88
Moat100
Traction100
最强项: 团队分100、产品分100
279,5870 commits
Audit Report
Homebrew 6.0.0Pre-SeedDevTools & Infra
未披露·Raised 未披露
97/100
Top Quartile

Today, I’m proud to announce Homebrew 6.0.0. The most significant changes since 5.1.0 are a new tap trust security mechanism, the new faster, smaller, default i

Team98
Market88
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
97/100
Top Quartile

I wasn't quite sure if this qualified as "Show HN" given you can't really download it and try it out. However, dang said[0]: > If it's hardware or something tha

Team100
Market88
Moat99
Traction100
最强项: 团队分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
skillsPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
96/100
Top Quartile

Skills for Real Engineers. Straight from my .agents directory.

Team100
Market92
Moat93
Traction100
最强项: 团队分100、增长分100
291,5370 commits
Audit Report
agent-skillsPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
96/100
Top Quartile

Production-grade engineering skills for AI coding agents.

Team100
Market92
Moat93
Traction100
最强项: 团队分100、增长分100
106,7430 commits
Audit Report
未披露·Raised 未披露
96/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team95
Market88
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
96/100
Top Quartile

Hello! I'm Byran. I spent the past ~6 months engineering a laptop from scratch. It's fully open-source on GH at: https://github.com/Hello9999901/laptop

Team92
Market91
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
94/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team90
Market88
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
94/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team93
Market92
Moat96
Traction96
最强项: 产品分96、增长分96
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
94/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team90
Market88
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
open-code-reviewPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
94/100
Top Quartile

Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

Team100
Market92
Moat85
Traction100
最强项: 团队分100、增长分100
47,2220 commits
Audit Report
未披露·Raised 未披露
94/100
Top Quartile

Hey HN, I 3d scanned the interior of the Great Pyramid / Khufu's pyramid for the Giza Project this summer and just finished the guided version to share. Would l

Team91
Market88
Moat99
Traction99
最强项: 产品分99、增长分99
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Clippy – 90s UI for local LLMsPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
94/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team95
Market92
Moat95
Traction95
最强项: 团队分95、产品分95
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
94/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team95
Market81
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
94/100
Top Quartile

In today's world, catchy headlines and articles often distract readers from the facts and relevant information. By utilizing OpenAI's language models, Boring Re

Team85
Market92
Moat99
Traction100
最强项: 增长分100、产品分99
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
knowledge-work-pluginsPre-SeedDevTools & Infra
未披露·Raised 未披露
94/100
Top Quartile

Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

Team100
Market97
Moat89
Traction89
最强项: 团队分100、市场分97
29,7050 commits
Audit Report
未披露·Raised 未披露
94/100
Top Quartile

Hi everyone! My name's Luke and I made the original Jmail here alongside Riley Walz. We had a ton of friends collaborate on building out more of the app suite l

Team87
Market88
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
claude-memPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
94/100
Top Quartile

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

Team94
Market92
Moat90
Traction99
最强项: 增长分99、团队分94
100,8120 commits
Audit Report
VoiceStudioPre-SeedDevTools & Infra
未披露·Raised 未披露
93/100
Top Quartile

VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.

Team89
Market91
Moat92
Traction100
最强项: 增长分100、产品分92
66,9070 commits
Audit Report
WeKnoraPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
93/100
Top Quartile

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Team100
Market95
Moat93
Traction84
最强项: 团队分100、市场分95
34,0470 commits
Audit Report
Trading cards made with e-ink displaysPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
93/100
Top Quartile

I made a thing! In 2014, I was holding a stack of iPhones and thought to myself: "Hey, if I had each phone display a playing card, I could click a button and th

Team90
Market92
Moat95
Traction95
最强项: 产品分95、增长分95
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
isometric.nyc – giant isometric pixel art map of NYCPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
92/100
Top Quartile

Hey HN! I wanted to share something I built over the last few weeks: isometric.nyc is a massive isometric pixel art map of NYC, built with nano banana and codin

Team85
Market92
Moat96
Traction96
最强项: 产品分96、增长分96
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
hyperframesPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
92/100
Top Quartile

Write HTML. Render video. Built for agents.

Team89
Market92
Moat88
Traction100
最强项: 增长分100、市场分92
63,8500 commits
Audit Report
未披露·Raised 未披露
92/100
Top Quartile

Hey HN! Pilots everywhere are required to keep a logbook of all their flying hours, aircraft, airports, and so on. Since I track everything digitally (some peop

Team86
Market88
Moat98
Traction98
最强项: 产品分98、增长分98
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
I built an app to stop me doomscrolling by touching grassPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
92/100
Top Quartile

i wanted to change the habit of reaching for my phone in the morning and doomscrolling away an hour so i built an app to help me. now i have to literally touch

Team86
Market92
Moat95
Traction95
最强项: 产品分95、增长分95
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
freellmapiPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
92/100
Top Quartile

7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted keys. Personal experimentation only.

Team90
Market92
Moat90
Traction96
最强项: 增长分96、市场分92
35,3970 commits
Audit Report
Web Design in 4 minutesPre-SeedCompute & Data
未披露·Raised 未披露
92/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team98
Market74
Moat98
Traction98
最强项: 产品分98、增长分98
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
92/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team98
Market88
Moat92
Traction89
最强项: 团队分98、产品分92
43,7030 commits
Audit Report
未披露·Raised 未披露
92/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team100
Market66
Moat100
Traction100
最强项: 团队分100、产品分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
BelPre-SeedCompute & Data
未披露·Raised 未披露
92/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team100
Market66
Moat100
Traction100
最强项: 团队分100、产品分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
I created an After Effects alternativePre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
91/100
Top Quartile

Many years ago, I made VJ softwares (to mix live visuals in clubs) for unexpected platforms like the Game Boy Advance, the Playstation 2 and the Raspberry Pi. T

Team83
Market92
Moat95
Traction95
最强项: 产品分95、增长分95
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Tetris in a PDFPre-SeedDevTools & Infra
未披露·Raised 未披露
91/100
Top Quartile

I realized that the PDF engines of modern desktop browsers (PDFium and PDF.js) support JavaScript with enough I/O primitives to make a basic game like Tetris. I

Team84
Market88
Moat96
Traction96
最强项: 产品分96、增长分96
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
diagram-designPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
91/100
Top Quartile

Editorial diagram design for Claude Code, Codex, GitHub Copilot, Cursor, Factory Droid, and Pi. 44 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid slop.

Team90
Market92
Moat81
Traction100
最强项: 增长分100、市场分92
55,4460 commits
Audit Report
未披露·Raised 未披露
90/100
Top Quartile

hope you enjoy

Team84
Market88
Moat95
Traction95
最强项: 产品分95、增长分95
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
OpenShellPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
90/100
Top Quartile

OpenShell is the safe, private runtime for autonomous AI agents.

Team100
Market92
Moat86
Traction83
最强项: 团队分100、市场分92
16,2600 commits
Audit Report
未披露·Raised 未披露
90/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team94
Market66
Moat99
Traction100
最强项: 增长分100、产品分99
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
OctopPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
89/100
Top Quartile

A smarter, self-hosted AI assistant — multi-user, multi-agent.

Team92
Market92
Moat86
Traction87
最强项: 市场分92、团队分92
9,3610 commits
Audit Report
Sorting Two Metric Tons of LegoPre-SeedCompute & Data
未披露·Raised 未披露
89/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team100
Market66
Moat96
Traction96
最强项: 团队分100、产品分96
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
89/100
Top Quartile

Hi HN! I made many small web games in the past with Unity or Phaser. But this time I wanted to make something completely on my own. So I coded a basic game fram

Team90
Market78
Moat95
Traction95
最强项: 产品分95、增长分95
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
hindsightPre-SeedCompute & Data
未披露·Raised 未披露
89/100
Top Quartile

Hindsight: Agent Memory That Learns

Team79
Market92
Moat92
Traction92
最强项: 产品分92、增长分92
49,7530 commits
Audit Report
未披露·Raised 未披露
89/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team89
Market66
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
If YouTube had actual channelsPre-SeedCompute & Data
未披露·Raised 未披露
89/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team88
Market66
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Six Degrees of WikipediaPre-SeedCompute & Data
未披露·Raised 未披露
88/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team88
Market66
Moat99
Traction100
最强项: 增长分100、产品分99
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
88/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team86
Market66
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
ghidraPre-SeedSecurity & Trust
未披露·Raised 未披露
88/100
Top Quartile

Ghidra is a software reverse engineering (SRE) framework

Team100
Market85
Moat93
Traction74
最强项: 团队分100、产品分93
87,7560 commits
Audit Report
ElevatorsPre-SeedCompute & Data
未披露·Raised 未披露
88/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team85
Market66
Moat100
Traction100
最强项: 产品分100、增长分100
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
context-modePre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
88/100
Top Quartile

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

Team86
Market92
Moat82
Traction91
最强项: 市场分92、增长分91
29,2800 commits
Audit Report
未披露·Raised 未披露
87/100
Top Quartile

I built the world's most impractical 1000-pixel display and anyone in the world can draw on it. It draws a single pixel at a time and takes 30-60 minutes to com

Team84
Market74
Moat95
Traction95
最强项: 产品分95、增长分95
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
I built a synth for my daughterPre-SeedCompute & Data
未披露·Raised 未披露
87/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team89
Market66
Moat96
Traction96
最强项: 产品分96、增长分96
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
text-to-cadPre-SeedB2B SaaS
未披露·Raised 未披露
87/100
Top Quartile

Give your agent CAD superpowers.

Team84
Market91
Moat82
Traction90
最强项: 市场分91、增长分90
20,4450 commits
Audit Report
financial-servicesPre-SeedCompute & Data
未披露·Raised 未披露
87/100
Top Quartile

GitHub 热门开源项目 anthropics/financial-services

Team100
Market66
Moat92
Traction89
最强项: 团队分100、产品分92
39,8830 commits
Audit Report
18 WordsPre-SeedCompute & Data
未披露·Raised 未披露
86/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team81
Market66
Moat99
Traction100
最强项: 增长分100、产品分99
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
86/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team88
Market66
Moat96
Traction96
最强项: 产品分96、增长分96
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
86/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team79
Market66
Moat99
Traction100
最强项: 增长分100、产品分99
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
flutterPre-SeedCompute & Data
未披露·Raised 未披露
86/100
Top Quartile

Flutter makes it easy and fast to build beautiful apps for mobile and beyond

Team100
Market66
Moat100
Traction77
最强项: 团队分100、产品分100
180,1890 commits
Audit Report
Lofi.cafePre-SeedCompute & Data
未披露·Raised 未披露
86/100
Top Quartile

Hacker News Show HN 早期项目展示帖

Team86
Market66
Moat95
Traction95
最强项: 产品分95、增长分95
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
未披露·Raised 未披露
85/100
Top Quartile

See also: Avian Visitors - https://news.ycombinator.com/item?id=48343424 - May 2026 (20 comments)

Team82
Market88
Moat83
Traction88
最强项: 市场分88、增长分88
3,7220 commits
Audit Report
AnyPS5Pre-SeedCompute & Data
未披露·Raised 未披露
85/100
Top Quartile

Tool for automatic PS5 executables porting to Linux and Windows

Team89
Market66
Moat86
Traction100
最强项: 增长分100、团队分89
37,3720 commits
Audit Report
InstantDB – A Modern FirebasePre-SeedDevTools & Infra
未披露·Raised 未披露
83/100

Hey there HN! We’re Joe and Stopa, and today we’re open sourcing InstantDB, a client-side database that makes it easy to build real-time and collaborative apps

Team87
Market88
Moat81
Traction77
最强项: 市场分88、团队分87
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
10,5460 commits
Audit Report
e2ePre-SeedDevTools & Infra
未披露·Raised 未披露
83/100

Next generation e2e testing framework for web and mobile apps.

Team76
Market91
Moat75
Traction91
最强项: 市场分91、增长分91
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
10,5640 commits
Audit Report
SwiftUI-Agent-SkillPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
83/100

SwiftUI agent skill for Claude Code, Codex, and other AI tools.

Team100
Market92
Moat68
Traction72
最强项: 团队分100、市场分92
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
5,9940 commits
Audit Report
Wave function collapse algorithmPre-SeedDevTools & Infra
未披露·Raised 未披露
83/100

Hacker News Show HN 早期项目展示帖

Team85
Market88
Moat84
Traction73
最强项: 市场分88、团队分85
仓库失活 207 天未提交(> 90 天)
25,3960 commits
Audit Report
pluginsPre-SeedCompute & Data
未披露·Raised 未披露
82/100

Cursor plugin specification and official plugins

Team100
Market66
Moat83
Traction77
最强项: 团队分100、产品分83
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
11,4400 commits
Audit Report
substratePre-SeedCompute & Data
未披露·Raised 未披露
81/100

Agent Substrate: the core system

Team76
Market92
Moat82
Traction74
最强项: 市场分92、产品分82
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
5,1740 commits
Audit Report
Make a programmable mirrorPre-SeedDevTools & Infra
未披露·Raised 未披露
81/100

Hacker News Show HN 早期项目展示帖

Team84
Market88
Moat84
Traction67
最强项: 市场分88、产品分84
仓库失活 1996 天未提交(> 90 天)
7,8050 commits
Audit Report
raddebuggerPre-SeedDevTools & Infra
未披露·Raised 未披露
80/100

A native, user-mode, multi-process, graphical debugger.

Team100
Market88
Moat74
Traction58
最强项: 团队分100、市场分88
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
8,5480 commits
Audit Report
cuaPre-SeedCompute & Data
未披露·Raised 未披露
79/100

Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.

Team85
Market69
Moat83
Traction79
最强项: 团队分85、产品分83
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
29,7720 commits
Audit Report
未披露·Raised 未披露
78/100

Hacker News Show HN 早期项目展示帖

Team87
Market88
Moat74
Traction61
最强项: 市场分88、团队分87
置信度 medium(60-84 区间,按规范强制人工二次复验)
430 commits
Audit Report
tuiosPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
76/100

A terminal window manager that knows what your agents are doing. Tiling panes, workspaces, sessions that survive restarts, and one Inbox for every coding agent.

Team77
Market92
Moat69
Traction63
最强项: 市场分92、团队分77
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
5,3550 commits
Audit Report
gpui-kitPre-SeedCompute & Data
未披露·Raised 未披露
75/100

Rust GUI components for building fantastic cross-platform desktop application by using GPUI.

Team86
Market66
Moat79
Traction68
最强项: 团队分86、产品分79
B 级存疑复核:未达 A 级放行标准,需人工复核商业可行性
17,4660 commits
Audit Report
InferockPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
61/100

Serverless inference, with credits back for failed calls.

Team45
Market92
Moat74
Traction34
最强项: 市场分92、产品分74
置信度 medium(60-84 区间,按规范强制人工二次复验)
1070 commits
Audit Report
EditUIPre-SeedDevTools & Infra
未披露·Raised 未披露
60/100

Point at your UI. Tell your coding agent what to change.

Team48
Market94
Moat66
Traction34
最强项: 市场分94、产品分66
置信度 medium(60-84 区间,按规范强制人工二次复验)
50 commits
Audit Report
SupoClipPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
59/100

Open-source AI clipper: long videos into viral shorts

Team45
Market95
Moat50
Traction45
最强项: 市场分95、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Hindsight 1.0 + MemlakePre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
59/100

Open source memory for AI agents to learn from experience

Team45
Market95
Moat50
Traction45
最强项: 市场分95、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
AcyclicPre-SeedDevTools & Infra
未披露·Raised 未披露
58/100

Rapid agent swarms for any agentic workflow

Team45
Market94
Moat50
Traction45
最强项: 市场分94、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
EpheremPre-SeedDevTools & Infra
未披露·Raised 未披露
58/100

Find login and database flaws in your AI-built app

Team45
Market94
Moat50
Traction45
最强项: 市场分94、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
ReasonPre-SeedDevTools & Infra
未披露·Raised 未披露
58/100

A state-of-the-art coding agent for cost efficiency

Team45
Market94
Moat50
Traction45
最强项: 市场分94、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Exodus for Google Cloud RunPre-SeedDevTools & Infra
未披露·Raised 未披露
58/100

Upgrade any app to Cloud Run, with your coding agent

Team45
Market94
Moat50
Traction45
最强项: 市场分94、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Spinachi AIPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Personal AI health manager on Whatsapp

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Mira ToursPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

AI Walking Tour Guide

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Screenwell.aiPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

An AI interviewer that runs your first-round screening

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
ElocuentiPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Agentic commerce: sell on WhatsApp and AI assistants

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Kugel 3.5Pre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Text-to-speech that beats any other Model out there

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
FamRelayPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Share facts between AI assistants — only what you approve

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
WriterzRoomPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Governed multi-agent AI content for regulated industries

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Make0 BrainPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

A memory store that works across all of your AI agents.

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Apple HomePod mini 2Pre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Apple's tiny smart speaker, now built for Siri AI

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
CSuitePre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

All-in-one suite for AI content creation, fully private.

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
NimblePre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

SOTA Decision Model

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
TidenPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Intent verification for coding agents

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
FutureMailPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Email on your domain, built for people and their AI agents

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Retriever AIPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
58/100

Free AI browser agent: find leads, reach out, apply to jobs

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Agent CraftPre-SeedCompute & Data
未披露·Raised 未披露
58/100

100× your social engagement and leads

Team45
Market92
Moat50
Traction45
最强项: 市场分92、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
EtchvPre-SeedDevTools & Infra
未披露·Raised 未披露
57/100

invisible forensic watermarks in images, PDFs and videos

Team45
Market88
Moat50
Traction45
最强项: 市场分88、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Table CanonPre-SeedDevTools & Infra
未披露·Raised 未披露
57/100

Automated notes, searchable history, prep ideas for GMs

Team45
Market88
Moat50
Traction45
最强项: 市场分88、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
OrboraPre-SeedDevTools & Infra
未披露·Raised 未披露
57/100

Create personalized guided audio: meditation, breath, ASMR

Team45
Market88
Moat50
Traction45
最强项: 市场分88、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Confidence by SpotifyPre-SeedDevTools & Infra
未披露·Raised 未披露
57/100

Build products at full speed, with both hands on the wheel

Team45
Market88
Moat50
Traction45
最强项: 市场分88、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
DashrendrPre-SeedB2B SaaS
未披露·Raised 未披露
56/100

Build dashboards visually, embed them anywhere

Team45
Market85
Moat50
Traction45
最强项: 市场分85、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
OpenCouncilPre-SeedB2B SaaS
未披露·Raised 未披露
56/100

Voice rooms where your team and AIs debate together

Team45
Market85
Moat50
Traction45
最强项: 市场分85、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
SlashDocs by RazorpayPre-SeedCompute & Data
未披露·Raised 未披露
56/100

Self-hosted collaboration layer for agent-written HTML

Team45
Market84
Moat50
Traction45
最强项: 市场分84、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
LegacyFixerPre-SeedSecurity & Trust
未披露·Raised 未披露
56/100

Python dependency security scans with optional fix PRs

Team45
Market82
Moat50
Traction45
最强项: 市场分82、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
T-ScriptorPre-SeedCompute & Data
未披露·Raised 未披露
54/100

Be in the lecture. T-Scriptor takes the notes.

Team45
Market78
Moat50
Traction45
最强项: 市场分78、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
RamboxPre-SeedCompute & Data
未披露·Raised 未披露
54/100

Ready-to-use workspaces as you switch tasks and contexts

Team45
Market78
Moat50
Traction45
最强项: 市场分78、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
AdAnt 2.0Pre-SeedCompute & Data
未披露·Raised 未披露
54/100

Muse for Social Media Marketing

Team45
Market74
Moat50
Traction45
最强项: 市场分74、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
daily.dev for agentsPre-SeedMachine Intelligence & Systems
未披露·Raised 未披露
52/100

Where agents discover what's next

Team45
Market92
Moat37
Traction32
最强项: 市场分92、团队分45
10 commits
Audit Report
DiagramlyPre-SeedCompute & Data
未披露·Raised 未披露
52/100

Sketch systems at the speed you think

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
BladePre-SeedCompute & Data
未披露·Raised 未披露
52/100

Find your first customers hiding in your inbox

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
CraveLensPre-SeedCompute & Data
未披露·Raised 未披露
52/100

See it. Crave it. Get it.

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Cloud ReleasesPre-SeedCompute & Data
未披露·Raised 未披露
52/100

Every AWS, Azure, GCP and Cloudflare update in one feed

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
Payload PeekPre-SeedCompute & Data
未披露·Raised 未披露
52/100

Catch Webhooks. Inspect Payloads. Generate TypeScript.

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
PixLatePre-SeedCompute & Data
未披露·Raised 未披露
52/100

Translate documents. Preserve artwork and layout.

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
PancakePre-SeedCompute & Data
未披露·Raised 未披露
52/100

The Vercel for GTM

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
RoleFitPre-SeedCompute & Data
未披露·Raised 未披露
52/100

Tailor every job application without starting from scratch

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
NoteHousePre-SeedCompute & Data
未披露·Raised 未披露
52/100

Private lending, without the paperwork headache.

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
WinqPre-SeedCompute & Data
未披露·Raised 未披露
52/100

Control your Mac with a look and a wink

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
SpecreelPre-SeedCompute & Data
未披露·Raised 未披露
52/100

Product demos that update themselves

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
AirJellyPre-SeedCompute & Data
未披露·Raised 未披露
52/100

Your Proactive, Self-Organizing Second Brain

Team45
Market66
Moat50
Traction45
最强项: 市场分66、产品分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report
KeysiPre-SeedCompute & Data
未披露·Raised 未披露
51/100

See every shortcut of the app you're in

Team69
Market66
Moat39
Traction31
最强项: 团队分69、市场分66
20 commits
Audit Report
AURORA LifelinePre-SeedCompute & Data
未披露·Raised 未披露
43/100

Know who a cyclone will cut off, before the roads close

Team50
Market66
Moat32
Traction25
最强项: 市场分66、团队分50
置信度 medium(60-84 区间,按规范强制人工二次复验)
00 commits
Audit Report

Diligence Architecture

01

Multi-Source Deal Flow Ingestion

Technical repositories, open-source velocity, commercial registrations and early customer adoption aggregated into verifiable signals.

CONTINUOUS PIPELINE
02

4-Axis Quantitative Diligence Radar

Team pedigree, Market TAM, Technology Defensibility and Commercial Traction scored 0-100 against calibrated distributions.

AUDIT TELEMETRICS
03

Data Room & MCP Connectivity

Public teaser protects founder IP. Full diligence datasets queryable over Model Context Protocol or via verified Investor Pro access.

MCP-ENABLED

FAQ

How can I connect PitchAudit to Cursor, Claude Desktop, or my research tools via MCP?

PitchAudit hosts an official Model Context Protocol (MCP) server at https://pitchaudit.store/api/mcp. Add it to your client configuration to programmatically list deals, inspect full diligence radars, and compare startup cohorts without browser interaction.

How does PitchAudit prevent confidential leakage of venture filings?

A strict Dual-Tier Data Room architecture applies. Only public teasers (one-line summary, radar score, sector tags) are publicly indexed. Original decks, financial models and contact details stay in the encrypted confidential room, accessible solely by verified Investor Pro members or explicit founder approval.

How are the 0-100 radar scores computed?

A weighted composite of Team (pedigree, prior exits, domain papers), Market (TAM defensibility, CAGR tailwinds), Moat (architectural differentiation, proprietary IP) and Traction (commit velocity, organic MRR, pilot contracts). Calibration keeps only the top 15% of startups above 85.

What is included with the Investor Pro ($49/mo) membership?

Unmasked direct founder channels (Email, WhatsApp, LinkedIn), unlimited due diligence dossier PDFs, and high-score deal flow curation delivered to your inbox.