Bounty-api
The Bounty API server provides Singapore property/financial intelligence and general research APIs, using an x402 micropayment model (pay-per-call in USDC on Base) with no API keys or subscriptions required.
Free Endpoints
Stamp Duty: Calculate BSD + ABSD by buyer profile (SC/SPR/Foreigner/Entity), property type, and count — verified against IRAS
Postal Lookup: Get district, area, and name from a 6-digit Singapore postal code
Address Intelligence: Full details including URA planning area, market region (CCR/RCR/OCR), HDB town, coordinates, and nearest 5 MRT stations with walking distance
MRT Nearby / MRT Search: Find nearest MRT/LRT stations to a postal code, or search stations by name
Income Tax: Singapore resident (progressive) and non-resident (flat) tax with reliefs and deductions
GST: Add or remove Singapore 9% GST
Property Commission: Estimate agent commission for sale or rental (HDB, private, landed)
CPF Housing: Estimate CPF OA accumulation for housing use
Salary Benchmark: Median and percentile salaries from live MyCareersFuture job postings
Mortgage Calculation: Standard amortization calculation
Currency Conversion: Convert currencies using ECB rates
Paid Endpoints (USDC micropayments)
Affordability: Loan affordability under MAS TDSR/MSR rules with stress-tested rates and LTV limits
Rental Yield: Gross/net yield, cap rate, cashflow, and break-even years
HDB Resale Median: Median resale prices by flat type and town
HDB Resale Search: Search transactions with filters (town, flat type, price range)
Property Analyze: Comprehensive analysis combining stamp duty, HDB comparables, rental yield, affordability, and location — with verdict and risk flags
Property Rank: Rank multiple candidate properties across value, yield, affordability, and location dimensions
Property Pitch: Generate a complete one-page investment pitch with plain-English recommendation
Company Intelligence ($0.05): Tech stack, contacts, social links, SSL/security headers
News Search ($0.01): Structured current news by keyword
Job Search ($0.02): Job postings and hiring signals
App Reviews ($0.02): Recent App Store reviews with rating samples and topic flags
Integration: Available via direct REST API or as an MCP (Model Context Protocol) package for AI agent integration.
Provides access to recent App Store reviews for applications, including ratings and topic flags.
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.
Related MCP server: quanta-x402-mcp
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/dashboardDeploy: 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 |
| FastAPI routers (dashboard API, dashboard page, social search) |
| Dashboard frontend (vanilla JS/CSS) |
| Connectors, broker, discovery pipeline, monitoring, storage, LLM client |
| Full suite |
| Superseded strategy docs — do not implement from these |
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Related MCP Servers
- Alicense-qualityAmaintenance62 real-time data tools for AI agents via MCP. Finance, crypto, FMCSA, sanctions, courts, weather, vehicles, cybersecurity. One bearer token, one bill. Free tier available.MIT
- Flicense-qualityCmaintenancePay-per-call structured data for autonomous AI agents. x402-metered, MCP-native.
- AlicenseCqualityBmaintenanceOne MCP install that lets your AI agents discover and pay (x402 micropayments, USDC on Base + Solana) for 66 specialized real-time intelligence APIs - finance, crypto, insurance, immigration, legal, markets and more. 68 tools, pey-per-query, no subscription.69272Apache 2.0
- Alicense-qualityBmaintenance55+ pay-per-call tools for AI agents over MCP: live telemetry, blockchain/on-chain checks, environmental, transit, finance, and network utilities. No API key or signup — agents pay per request with x402 USDC micropayments (Base and Solana).MIT
Related MCP Connectors
Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.
52 paid x402 API endpoints for AI agents — crypto, data, DeFi, market intelligence.
Zillow MCP for AI agents: property data, Zestimates & listings — 300+ fields per home. Free tier.
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/vncent786/bounty-api'
If you have feedback or need assistance with the MCP directory API, please join our Discord server