Server data from the Official MCP Registry
Singapore property & financial data APIs for AI agents. 27 MCP tools. x402 micropayments.
About
Singapore property & financial data APIs for AI agents. 27 MCP tools. x402 micropayments.
Remote endpoints: streamable-http: https://bountyapi.com/mcp
Security Report
The MCP server is well-structured with proper payment integration via x402 protocol and reasonable permission scopes for its purpose as a Singapore data API provider. However, there are notable security concerns around private key handling in environment variables, CORS configuration that is overly permissive, and some input validation gaps that should be addressed before production use at scale. Supply chain analysis found 4 known vulnerabilities in dependencies (0 critical, 3 high severity). Package verification found 1 issue.
4 files analyzed · 14 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
What You'll Need
Set these up before or after installing:
Environment variable: EVM_PRIVATE_KEY
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
Bounty
A research system that turns online conversations into cited findings. Bounty collects posts, comments, and replies from YouTube, Reddit, TikTok, Instagram, and X; discovers rising topics via Google Trends; and uses LLM analysis to extract signals — pain points, adoption patterns, objections, belief shifts — each backed by quotes and source links. If evidence is thin, it says so.
Users: investors (unknown-unknown discovery, pain-point research around companies), marketers (creative angles, competitor mentions), product teams (feature gaps, user complaints). The engine is horizontal; investing is the first lens, not a hardwired filter.
Live at bountyapi.com/dashboard (token-gated).
Read this first
AGENTS.md— operating manual: architecture, the two-pipeline warning, commands, deploy flow, credentials map, hard rules, known-broken list. Any agent (or human) working in this repo must read this before making changes.STATE.md— product philosophy, what's built, gaps, priority order.
Quickstart
python -m pytest tests/ -x -q # 189+ tests, must be green before every push
python -m uvicorn app:app --port 8000 # local dev; BOUNTY_ENV=development bypasses token gate
# open http://localhost:8000/dashboard
Deploy: push to main → Railway auto-builds → bountyapi.com. Nothing else.
What this repo is NOT
- Not the x402/USDC data-API marketplace — that code exists but is deferred (see
docs/legacy/) - Not Singapore property/real-estate tooling — legacy, deferred
- Not an MCP directory play — legacy, deferred
Old strategy and marketing documents live in docs/legacy/ and describe that earlier direction. They are kept for history only.
Layout
| Path | What |
|---|---|
apis/ | FastAPI routers (dashboard API, dashboard page, social search) |
public/ | Dashboard frontend (vanilla JS/CSS) |
social_scraper/ | Connectors, broker, discovery pipeline, monitoring, storage, LLM client |
tests/ | Full suite |
docs/legacy/ | Superseded strategy docs — do not implement from these |
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