GitDealFlow — GitHub signals for startup investors

io.github.kindrat86由 GitHub 账号 kindrat86 发布v2.2.2更新于 Oct 24, 2026

GitHub engineering acceleration signals for venture deal flow across 15 sectors.

发布方自己的服务：SentientData Market Scan

已验证STDIO仅桌面金融开发者工具数据与分析

服务详情

标识符: io.github.kindrat86/vc-deal-flow-signal
传输: STDIO
运行时: Desktop only
信任: Verified
发布于: Sep 16, 2026

安全提示

MCP 服务会接收对话中的工具调用请求，并可能执行外部操作。启用前请先了解该服务能做什么，并只授予它所需的权限。

注册中心已验证此条目所属的 GitHub 账号 kindrat86。这并不表明该账号就是产品方。

SourceWeft 的检查只涵盖条目是否完整、端点是否响应；不审查服务器的代码，也不审查其工具的行为。

在 README 中添加徽章

向读者展示该 MCP 服务已收录于 SourceWeft，徽章链接到本页。

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概览

AI 生成的概览

一个本地 MCP 服务器，让助手检索 15 个行业中 350 多家初创公司的 GitHub 工程加速信号，用于风险投资交易流。

可以做什么: 按工程加速程度搜索并排序初创公司，可按行业、阶段、地区或信号类型筛选，并生成最强信号候选清单。获取单个初创公司的信号档案，对 2 至 5 家公司做并排比较，并获得带完整证据链的融资可能性评分。获取带引用的公开来源尽职调查档案，或根据 GitHub 用户名计算 Scout Score。读取数据集元数据、更新日期与方法说明，或使用付费工具获取增强档案、投资论点和多队列行业扫描。
适用场景: 适合天使投资人、侦察员和技术型运营者，希望在传统交易流之前从 GitHub 活动发现早期增长信号；也适合在助手内快速做行业扫描、公司比较或尽职调查查询。
运行要求: 通过 npx 从 npm 包 @gitdealflow/mcp-signal 作为本地进程运行，需要 Node.js。免费工具无需 API 密钥或账户。付费工具每次调用 0.10 欧元，需要购买额度；托管远程端点还提供一个每次 0.19 欧元的工具。需要网络访问提供方的公共 API。

安装前请注意

有三个工具按每次调用 0.10 欧元收费并需购买额度，远程端点的深度信号工具每次 0.19 欧元，调用可能产生费用。所列工具均声明为只读且幂等，但查询内容和公司名称会发送到提供方 API。融资预测和 Scout Score 是评分估算，并非已核实的事实。

安装

在 SourceWeft 中

打开控制台中的 GitDealFlow — GitHub signals for startup investors，将其添加到工作区。
为需要使用其工具的对话启用该服务。

Desktop only，通过 STDIO。 STDIO 服务会启动本地进程，因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照仓库中的启动说明。

README

VC Deal Flow Signal — MCP Server

Search startup engineering acceleration signals directly from your AI assistant.

[Glama A-Tier]

Glama A-Tier (4.9 / 5.0). 13 tools — 10 free, no API key. One-line install for Claude Desktop, Claude Code, Cursor, Cline, and Continue via npx -y @gitdealflow/mcp-signal.

[Claude querying VC Deal Flow Signal MCP server]

Tracks commit velocity, contributor growth, and repository expansion across 15 sectors and 350+ startups. Built for angels, scouts, and technical operators looking for traction signals before they show up in traditional deal flow.

Install

Add to your Claude Desktop config (claude_desktop_config.json):

json

{  "mcpServers": {    "vc-deal-flow-signal": {      "command": "npx",      "args": ["-y", "@gitdealflow/mcp-signal"]    }  }}

{  "mcpServers": {    "vc-deal-flow-signal": {      "command": "npx",      "args": ["-y", "@gitdealflow/mcp-signal"]    }  }}

Or for Claude Code (.mcp.json in project root):

json

{  "mcpServers": {    "vc-deal-flow-signal": {      "command": "npx",      "args": ["-y", "@gitdealflow/mcp-signal"]    }  }}

{  "mcpServers": {    "vc-deal-flow-signal": {      "command": "npx",      "args": ["-y", "@gitdealflow/mcp-signal"]    }  }}

Tools

All tools are read-only, idempotent, and fetch live data from the public API (no auth required). Responses include both human-readable text and structured JSON (structuredContent) matching each tool's outputSchema.

Free tools (10) — no API key, no account:

Tool	Input	Returns
`get_trending_startups`	—	Top 20 startups ranked by engineering acceleration across all sectors.
`search_startups_by_sector`	`sector` (enum of 15 slugs)	All tracked startups in the sector, ranked by acceleration.
`get_startup_signal`	`name` (case-insensitive)	Full signal profile for one startup: velocity, contributors, repos, classification.
`get_signals_summary`	—	Dataset snapshot — period, counts, refresh date, format URLs, citation.
`get_methodology`	—	How signals are sourced, computed, and classified, with known limitations.
`shortlist_signals`	filters (sector, stage, geography, signal type)	Ranked shortlist of the strongest engineering-acceleration signals matching your filters.
`compare_signals`	2–5 startup names	Side-by-side acceleration scores, evidence, and raise-likelihood for the named startups.
`predict_funding`	`name`	Transparent, scored funding-likelihood claim with the full evidence chain, citable.
`get_diligence_dossier`	company/entity name	Public-source diligence dossier in one cited object — M&A history, funding, key facts.
`get_scout_receipts`	GitHub username	Scout Score (0–100) computed from public starring history, cross-referenced against tracked startups.

Paid agent tools (3) — €0.10 per call, credits at signals.gitdealflow.com/agents/credits:

Tool	Returns
`research_company`	Enriched dossier for one tracked startup: full signal row, sector rank, top-5 sector peers, citation.
`compose_thesis`	Structured investment thesis: snapshot, signal type, sector rank, data-derived strengths, peer comparables.
`deep_dive_scan`	Multi-cohort sector scan: tracked/breakout/cooling counts, top-10 by velocity, breakout and cold lists.

The hosted remote endpoint (https://signals.gitdealflow.com/api/mcp/rpc, streamable-http) additionally exposes share_result (free) and get_deep_signal (€0.19/call).

Supported sectors: healthcare, edtech, ecommerce-infrastructure, supply-chain, web3, enterprise-saas, data-infrastructure, robotics, legal-tech, hr-tech, proptech, agtech, gaming, space-tech, social-community.

Data

All data is sourced live from the deal flow data API public API. No API key required. Updated weekly on Mondays.

Live CSV: https://signals.gitdealflow.com/api/signals.csv
Live JSON: https://signals.gitdealflow.com/api/signals.json
Stable CC BY 4.0 research snapshot: https://huggingface.co/datasets/the-data-nerd/vc-deal-flow-signal
DOI-stamped release: https://doi.org/10.5281/zenodo.19650920
Free field guide: Seven Signals explains the method, limits, and replication path in 104 pages.

Complementary: the Scout Game

If you want to put your own eye on the line, there's a prediction game on top of the same dataset at signals.gitdealflow.com/predict. Call which tracked startups raise a round in the next 6 months, earn points when your calls resolve, climb a public rank ladder from Curious to Oracle. Free tier: 3 predictions per month. Paid: 10 per month. Leaderboard: signals.gitdealflow.com/leaderboard.

Complementary: two Chrome extensions

Same dataset, different surfaces. Install one or both:

VC Deal Flow Signal — Crunchbase + Wellfound badge: a green "Accelerating" engineering-acceleration badge appears inline on any Crunchbase or Wellfound startup profile where the GitHub data is interesting. For investors who research deals in browser tabs.
VC GitHub Lookup — Startup Signals on Hover (NEW, May 2026): hover any GitHub repo or org link to see commit velocity (14d), velocity change vs prior period, contributor count and growth, signal type, and stage estimate. Chip injected on direct repo and org page loads. Toolbar opens a manual lookup form for any GitHub URL. For developer-investors who live on GitHub.

Both are free in perpetuity. Manifest V3, no analytics, no account.