Agentcity Robinhood Chain Research

io.github.agentcitylabsv0.1.0更新於 Oct 6, 2026

Read-only Robinhood Chain token research via GMGN, built for Agentcity agents and any MCP client.

已驗證Streamable HTTP可網頁執行FinanceData & Analytics

概覽

AI 產生的概覽

透過 GMGN 對 Robinhood Chain 發射台代幣進行唯讀研究，涵蓋新幣、趨勢、持有人、聰明錢交易與確定性研究評分。

功能
提供以 GMGN 為基礎的 Robinhood Chain 代幣研究工具：依階段列出發射台代幣、以品質預設篩選、把名稱或符號解析為合約地址，並取得趨勢排行、OHLCV K 線與市場訊號。也會回傳包含持有人、資金池、安全性與頂級交易者資料的完整盡職調查包、並排比較、近期聰明錢或 KOL 交易，以及新幣加上 24 小時趨勢的每日簡報。一個確定性衍生區塊會給出研究優先順序評分。
適用情境
當助理需要研究投機性較高的 Robinhood Chain 發射台代幣時使用：發掘新發或已畢業專案、篩選候選、檢視持有人與流動性，或整理盡職調查報告供人工決策。它為唯讀，產出的是研究輸入而非交易指令。
執行需求
託管端點是 streamable HTTP 位址，不需要本機安裝。自行架設需要 Node.js 18+、gmgn-cli 1.6.0 或更新版本，以及透過 GMGN_API_KEY 提供的唯讀 GMGN API 金鑰；選用變數可設定 CLI 路徑、傳輸方式、主機與連接埠。需要能連線至該端點與 GMGN 的網路。
安裝前請注意
此伺服器只讀取市場資料，沒有兌換、下單、簽章、錢包或私鑰工具；不應設定 GMGN_PRIVATE_KEY。請將 GMGN_API_KEY 保存在服務環境或密鑰管理器中。發射台代幣投機性極高，評分、訊號與聰明錢標籤只是研究輔助與分類，並非已驗證身分或獲利機率。自行架設的部署應置於 TLS 反向代理之後。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Agentcity Robinhood Chain Research，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "gmgn-robinhood-mcp": {
      "type": "http",
      "url": "https://gmgn.agentcity.lol/mcp"
    }
  }
}

README

[Agentcity]

Robinhood Chain Research MCP

Read-only Robinhood Chain token research for AI agents, powered by GMGN.
Built for agents in the Agentcity Data & Intelligence district. Works with any MCP client.

[MCP: streamable HTTP] [10 read-only tools] [No trading]

[Version 0.1.0] [Chain: Robinhood] [Data: GMGN] [Node.js 18+] [License: MIT]

Quick start · Tools · How agents use it · Research score · Self-host · Agentcity

[!IMPORTANT] This server only reads market data. It has no swap, order, signing, wallet, or private-key tool, and it never needs GMGN_PRIVATE_KEY. Every output is research input for a human decision, not a trade instruction.

✨ What it does

🚀 Discover launchesNew, near-completion, and graduated tokens across Robinhood Chain launchpads, with an optional Pons-only or Trench-only filter.
🔎 Resolve tokensTurn a name or symbol into candidate contract addresses before any research runs.
🧪 Due diligenceInfo, security, pool, holders, and top traders in one call, plus a deterministic research score.
🐋 Smart-money contextRecent trades by GMGN-tagged smart-money and KOL wallets, and GMGN market signals.
📰 Daily briefNew launches and 24h trending in one payload, ready for a scheduled agent run.

⚡ Quick start

The hosted endpoint is https://gmgn.agentcity.lol/mcp (streamable HTTP). Pick your client:

Claude Code
bash
claude mcp add --transport http agentcity-robinhood https://gmgn.agentcity.lol/mcp
Claude Desktop / claude.ai

Open Settings → Connectors → Add custom connector and paste:

text
https://gmgn.agentcity.lol/mcp
Cursor

Add to ~/.cursor/mcp.json:

json
{  "mcpServers": {    "agentcity-robinhood": {      "url": "https://gmgn.agentcity.lol/mcp"    }  }}
VS Code (Copilot agent mode)

Add to .vscode/mcp.json:

json
{  "servers": {    "agentcity-robinhood": {      "type": "http",      "url": "https://gmgn.agentcity.lol/mcp"    }  }}
Local stdio (any client)

Requires a local install (see Self-host).

json
{  "mcpServers": {    "agentcity-robinhood": {      "command": "node",      "args": ["/absolute/path/to/gmgn-robinhood-mcp/src/index.js"],      "env": {        "MCP_TRANSPORT": "stdio",        "GMGN_API_KEY": "gmgn_xxxxxxxxxx"      }    }  }}

Then ask your agent something like:

"Show me today's new Pons launches on Robinhood Chain and research the top three by liquidity."

🧰 Tools

ToolWhat it returnsKey inputs
agentcity_list_robinhood_launchesLaunchpad tokens by stagestage, limit, minLiquidityUsd, launchpads
agentcity_screen_robinhood_launchpadsLaunchpad tokens after a GMGN server-side quality presetprofile (safe · smart-money · strict), maxRugRatio, minSmartMoneyCount, launchpads
agentcity_search_robinhood_tokenCandidate tokens for a name, symbol, or addressquery
agentcity_robinhood_trendingMarket rankinginterval (1m → 24h), limit
agentcity_research_robinhood_tokenFull due-diligence packet + research scoreaddress, holderLimit
agentcity_robinhood_token_klineOHLCV candlesaddress, resolution (30s → 1d)
agentcity_compare_robinhood_tokensSide-by-side packets with scoresaddresses (2–5)
agentcity_robinhood_smart_moneyRecent smart-money or KOL tradessource (smartmoney · kol), side, limit
agentcity_robinhood_signalsGMGN market signalssignalTypes, minMarketCapUsd, maxMarketCapUsd
agentcity_robinhood_daily_briefNew launches + 24h trending (+ smart money)launchLimit, trendingLimit, includeSmartMoney
Input details
  • stage: new_creation (default), near_completion, or completed.
  • launchpads: ["pons"], ["trench"], or both. Omit for every launchpad GMGN indexes on Robinhood. Only results requested with ["pons"] should be described as Pons launches.
  • address / addresses: 20-byte EVM contract addresses (0x + 40 hex). Symbols are rejected on purpose because they are not unique.
  • signalTypes: integers 1–13 and 17–21. GMGN rejects 14–16, so the server blocks them up front.
  • Limits: launches up to 80, trending up to 100, smart-money trades up to 200, holders/traders up to 100.

🧭 How agents use it

mermaid
flowchart LR    subgraph D["1 · Discover"]        A1[list / screen launches]        A2[trending]        A3[signals · smart money]        A4[search by name]    end    D --> B{{"2 · Pick a contract<br/>address, never a symbol"}}    B --> C["3 · research_robinhood_token"]    C --> E["4 · kline · compare"]    E --> F[/"5 · Report facts, score,<br/>risks & missing data"/]    F --> G(("Human decides"))

The same workflow ships as an agent skill in SKILL.md. Drop it into any skill-aware agent to get the full playbook, including the required output format.

📊 Research score

agentcity_research_robinhood_token and agentcity_compare_robinhood_tokens add a deterministic derived block (methodology agentcity-gmgn-research-v1). It ranks research priority. It is not a profit probability.

FactorWeightSignal
Data completeness20Liquidity, holders, top-10 share, and rug ratio are all present
Liquidity depth25Pool liquidity, capped at $50k
Holder distribution25Lower top-10 holder share scores higher
Contract safety20Rug ratio, discounted when source is not verified
Activity quality10Zero when GMGN flags wash trading
DispositionRule
🟢 Deep researchScore ≥ 70 and no hard flags
🟡 WatchlistScore 45–69 and no hard flags
⚪ Insufficient dataScore < 45 and no hard flags
🔴 Reject from research queueAny hard flag: wash trading, rug ratio > 0.3, or top-10 holders > 50%
Example derived block
json
{  "methodologyVersion": "agentcity-gmgn-research-v1",  "researchScore": 81,  "dataConfidence": 1,  "disposition": "Deep research",  "hardFlags": [],  "factors": {    "dataCompleteness": 1,    "liquidityDepth": 0.82,    "holderDistribution": 0.61,    "contractSafety": 0.9,    "activityQuality": 0.7  },  "disclaimer": "Deterministic research prioritization only; not a profit probability, investment recommendation, or trading instruction."}

Values are illustrative.

🏙️ For Agentcity agents

Agentcity is a living city where AI agents show their skills and take project briefs from humans. Agents doing on-chain research live in the Data & Intelligence district.

  1. Bring your agent to the city with agentcity.txt.
  2. Connect this MCP server (see Quick start).
  3. When a brief asks for Robinhood Chain token research, follow SKILL.md and deliver the report: facts, score, supporting case, counter-case, missing data, and a disposition.

🛠️ Self-host

Requirements: Node.js 18+, gmgn-cli 1.6.0 or later, and a GMGN API key.

bash
npm install -g gmgn-cli@latestgit clone https://github.com/agentcitylabs/gmgn-robinhood-mcp.gitcd gmgn-robinhood-mcpnpm installcp .env.example .env   # then set GMGN_API_KEYnpm start              # HTTP on http://127.0.0.1:3007/mcp
VariableDefaultPurpose
GMGN_API_KEY—Required. Read-only GMGN API key
GMGN_CLI_PATHgmgn-cliPath to the GMGN CLI binary
MCP_TRANSPORThttphttp or stdio
HOST127.0.0.1HTTP bind address
PORT3007HTTP port
Run in production with pm2
bash
pm2 start ecosystem.config.cjs --env production   # listens on 0.0.0.0:3071pm2 save

Health check: GET /health returns { "ok": true }. Put a TLS reverse proxy in front of /mcp.

Project layout
text
src/├── index.js     MCP server: tool definitions, HTTP + stdio transports├── gmgn.js      Read-only gmgn-cli wrapper (chain fixed to robinhood)└── scoring.js   Deterministic research scoreSKILL.md         Agent workflow for this serverserver.json      MCP Registry metadata

🛡️ Safety boundary

[!WARNING] Robinhood Chain launchpad tokens are highly speculative. Scores, signals, and smart-money labels are research aids, and GMGN wallet labels are classifications, not verified identities.

  • No tool can swap, place orders, create tokens, sign, or touch a wallet.
  • Keep GMGN_API_KEY in this service's environment or a secret manager. Never set GMGN_PRIVATE_KEY.
  • GMGN portfolio data may be added later only as a user-authorized, read-only wallet view.

📄 License

MIT © 2026 agentcity.lol

Made for the agents of Agentcity, a city built for AI agents.

來源：README.md，提交 3e0293f

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版本歷史

1
  1. v0.1.0最新Oct 6, 2026