MCP.Market

Bounty API MCP server

online · 100% uptime
by vncent786·io.github.vncent786/bounty-api·v1.8.0
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Singapore property & financial data APIs for AI agents. 27 MCP tools. x402 micropayments.

C64/100grade C
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Safety scan
C64/100

full report

Adoption
Growing

0 stars58 downloads/wk

Reviews

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Bounty API tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

1 high
  • Code scan3 source files scanned25/25
  • Live reliabilityremote unreachable: Streamable HTTP error: Error POSTing to endpoint: {"detail":"Method Not Allowed"}0/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 10 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • highRemote endpoint did not respondreliability.unreachable

    Streamable HTTP error: Error POSTing to endpoint: {"detail":"Method Not Allowed"}

Overall 64/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Bounty API compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
64/100
higher than 19% of 48,255 servers
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
179 ms
faster than 67% of 30,031 servers
Downloads a week
58
more than 48% of 12,191 servers with a package

Install Bounty API in Claude Code, Cursor or VS Code

claude mcp add --transport http bounty-api https://bountyapi.com/mcp
Add to Cursor

What the publisher says

From the Bounty API repository's README, as published. We do not edit it. Read it on GitHub

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

  1. 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.
  2. 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

Nothing above is checked by us. What we check is on the safety report.

Bounty API: common questions

Is Bounty API MCP server safe?
With care: it is graded C, so read the findings first (64/100). Read the Bounty API safety report
How do I install Bounty API?
It runs remotely at bountyapi.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Bounty API need an API key?
Yes. The registry entry asks for EVM_PRIVATE_KEY.
Is Bounty API maintained?
The last commit was 50 days ago (2026-09-15). The latest release is v1.8.0.
Is Bounty API up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Bounty API compare with other MCP servers?
safety score 64/100 (higher than 19% of 48,255 servers); uptime 100% (of our recent checks; the typical remote server answers 100%); response time 179 ms (faster than 67% of 30,031 servers). Full comparison.