Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, Polymarket whales.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
FL_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"falsifylab-alpha": {
"command": "uvx",
"args": [
"falsifylab-alpha-mcp"
],
"env": {
"FL_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add falsifylab-alpha --env FL_API_KEY=your-value -- uvx falsifylab-alpha-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"falsifylab-alpha": {
"command": "uvx",
"args": [
"falsifylab-alpha-mcp"
],
"env": {
"FL_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"falsifylab-alpha": {
"type": "stdio",
"command": "uvx",
"args": [
"falsifylab-alpha-mcp"
],
"env": {
"FL_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account FalsifyLab, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: FL_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.2) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, dotnet-mcp
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
MCP server for .NET symbols, XAML, source generators, and restricted workspace edit
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
MCP data layer for AI-assisted market research. 13 live finance tools that drop into Claude Code, Cursor, Cline, Windsurf, or any MCP-compatible client. Free tier requires no signup.
Not a signal service. Not investment advice. Public market data with light enrichment for AI agents. Backtest before acting.
Option 1: hosted MCP (zero install). Point your agent at the hosted endpoint, no Python needed.
{
"mcpServers": { "falsifylab-alpha": { "url": "https://mcp.falsifylab.com/" } } }
Free tier auto-applies. OAuth 2.1 + PKCE flow for paid plan via Whop. Streamable HTTP transport. Full OpenAPI 3.1 spec at https://docs.falsifylab.com/openapi.html.
Option 2: stdio (this package).
pip install falsifylab-alpha-mcp
Zero runtime dependencies (Python stdlib only). Then wire to your agent. see client setup.
When the user asks your AI agent things like:
...the agent calls one of 13 tools and grounds its answer in real-time numbers from public-market data — instead of speculating from training-data knowledge.
| Tool | Returns | Use case |
|---|---|---|
top_yield_farms | DeFi yields with emissions stripped, IL risk priced | Find real yield, not headline yield |
hl_vault_leaderboard | Hyperliquid vaults by NAV / 30d / drawdown / score | Copy-trade reference |
insider_buy_clusters | SEC Form 4 cluster buys (3+ insiders, 24h window) | Equity conviction signal |
sec8k_material_today | 8-K filings filtered by material item codes | Earnings, M&A, officer changes |
macro_tape | SPX/NDX/VIX/UST/DXY/GOLD/WTI/BTC/ETH snapshot | Regime gate for trade ideas |
etf_flow_today | US spot BTC + ETH ETF aggregates | Institutional positioning |
active_airdrop_farms | DefiLlama yield-gap airdrops | Farms where you're paid to wait |
polymarket_whale_positions | Top wallets + active positions | Prediction-market copy-trade |
earnings_drift_radar | Post-earnings drift + IV-crush candidates | Equity event-volatility scanner |
token_unlock_radar | Forward token unlock schedule + size | Supply-overhang risk radar |
fed_comm_radar | Fed speaker/event volatility windows | Macro event-risk scanner |
confluence_today | Cross-source signal alignment | Stacks 2+ signals on same asset |
onchain_smart_wallets | Live Solana copy-trade bot scores | Production wallet rankings |
All tools have full JSON schemas exposed at /.well-known/mcp/server-card.json.
claude mcp add falsifylab-alpha -- python -m falsifylab_alpha_mcp
For Pro tier:
claude mcp add falsifylab-alpha \
--env FL_API_KEY=fl_your_key \ -- python -m falsifylab_alpha_mcp
Drop into ~/.cursor/mcp.json or workspace root .mcp.json:
{
"mcpServers": { "falsifylab-alpha": { "command": "python", "args": ["-m", "falsifylab_alpha_mcp"], "env": { "FL_API_KEY": "fl_your_key_or_omit_for_free_tier" } } } }
Restart Cursor. Tools auto-discovered.
Settings → MCP Servers → Add Server. Paste the same JSON as Cursor above.
Settings → MCP. Same JSON config. Auto-indexed from Smithery within 48h.
Connect via Smithery's hosted gateway — no local Python install needed. See smithery.ai/servers/falsifylab/falsifylab-alpha-mcp.
In your agent, ask:
Use macro_tape. Show me SPX, VIX, BTC, ETH with 1d and 5d returns.
If the agent returns numbers, you're live.
Copy-paste these. They work on first run.
Daily macro brief:
Use macro_tape. Tell me the macro regime in 3 sentences. Cite specific
numbers — last price, 1d return, 5d return. Then list 2 tickers from sec8k_material_today that might benefit from this regime.
Insider + 8-K stacker:
Run insider_buy_clusters (min_insiders=3) and sec8k_material_today
(items=["2.02","8.01","5.02"]). Find tickers in both within 24h. For each match, summarize what insiders bought and what the 8-K said. End with the bear case in one sentence.
Confluence scan with bear case:
Use confluence_today with min_signals=2. For each asset/ticker, explain
why these signals stacking is meaningful in 2 sentences. Skip noise (DeFi LP pools with stablecoins). Highlight the most contrarian stack.
8 more recipes at falsifylab.com/cookbook.
| Tier | Price | What |
|---|---|---|
| Free | $0 | 24h cached, 10 results/query, no signup, 60 req/hr |
| Pro | $19/mo | Real-time (5min), 100 results/query, 90d history, no rate limit |
| Pro Plus | $49/mo | 1-min refresh, email + Slack alerts, 365d on equity feeds, webhooks |
| Teams | $199/mo | 5 seats, 50k req/day, priority support |
Launch promo EARLY50: 50% off first 3 months, capped 25 redemptions. Get a key at falsifylab.com/pro.
Public agent calling these tools every 15 minutes: falsifylab.com/demo. Same MCP server you'd install. Real numbers, no curation.
Built it because the author hand-scraped SEC EDGAR and DefiLlama at 6am every morning to feed a fleet of trading bots. The bots that survived ate from this exact pipeline. Wrapped it as an MCP server so any agent can pull the same data.
The bot fleet receipts (alive + dead, P&L, drawdown) are public at falsifylab.com/vaults.
The local stdio server writes minimal per-tool telemetry JSONL rows to:
/var/log/falsifylab/mcp_tool_calls.jsonl (override with FL_MCP_TOOL_CALL_LOG)Each row includes only:
ts, tool, args_keys (argument names only), has_api_key, key_hash (sha256 prefix), versionNever logged by this telemetry path:
To disable telemetry completely:
export FL_DISABLE_TELEMETRY=1
Honest list. Updated every release.
count: 0 Sat/Sun. Expected.confluence_today on a free key shows yesterday's confluence, not today's. Pro $19/mo plan hits live.api.falsifylab.com host. Fixed in 0.2.1 within 4 days. Apologies if you grabbed 0.2.0 first.If you find something broken, dm the FL X account or open an issue. We ship fixes inside the same day for prod-blocking bugs.
your AI agent
↓ (MCP stdio) falsifylab_alpha_mcp (Python stdlib, no deps) ↓ (HTTPS) falsifylab.com/api/* (Cloudflare Workers) ↓ (cached 60s-1hr) R2 (data feeds refreshed every 15min via cron) ↓ (every 15min) Backend cron scripts (Form 4, 8-K, ETF, yield, polymarket, onchain, etc.)
Free tier hits cached data with 24h age. Pro tier hits the same endpoints with auth header, bypasses cache to fresh upstream.
[security]. 48h response. Responsible disclosure credited in CHANGELOG.PRs welcome for:
Do not submit PRs for trading-signal generators or copy-trading helpers — out of scope for this server (we are research data infrastructure, not advisory).
MIT. See LICENSE.
*FalsifyLab Alpha v0.3.3 · Built for AI coding agents · Free tier no signup · falsifylab.com*