How do I install Agentcity Robinhood Chain Research?

Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Agentcity Robinhood Chain Research need an API key?

No required environment variable is listed on this record.

What transport does Agentcity Robinhood Chain Research use?

Agentcity Robinhood Chain Research is reached over HTTP.

When was Agentcity Robinhood Chain Research last checked?

Last checked 2026-11-09. Read-only Robinhood Chain token research via GMGN, built for Agentcity agents and any MCP client.

Agentcity Robinhood Chain Research MCP server

Power your agent

Add this server

The publisher's own URL. Not a PlugMCP endpoint.

Add to Cursor Add in Claude Add to VS Code Run on PlugMCP

Host a copy with our keys and logs.

Server URL

https://gmgn.agentcity.lol/mcp

The Claude button above opens Claude with the name and URL filled in. You still confirm it there.

shClaude Code

1claude mcp add --transport http io.github.agentcitylabs-gmgn-robinhood-mcp https://gmgn.agentcity.lol/mcp

Run in a terminal.

jsonClaude Desktop

1{2  "mcpServers": {3    "io.github.agentcitylabs-gmgn-robinhood-mcp": {4      "command": "npx",5      "args": [6        "-y",7        "mcp-remote",8        "https://gmgn.agentcity.lol/mcp"9      ]10    }11  }12}

claude_desktop_config.json

Remote · HTTPPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Remote

Transport: http
Version: 0.1.0
Last checked

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

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.

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 launches	New, near-completion, and graduated tokens across Robinhood Chain launchpads, with an optional Pons-only or Trench-only filter.
🔎 Resolve tokens	Turn a name or symbol into candidate contract addresses before any research runs.
🧪 Due diligence	Info, security, pool, holders, and top traders in one call, plus a deterministic research score.
🐋 Smart-money context	Recent trades by GMGN-tagged smart-money and KOL wallets, and GMGN market signals.
📰 Daily brief	New 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 mcp add --transport http agentcity-robinhood https://gmgn.agentcity.lol/mcp

Open Settings → Connectors → Add custom connector and paste:

https://gmgn.agentcity.lol/mcp

Add to ~/.cursor/mcp.json:

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

Add to .vscode/mcp.json:

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

Requires a local install (see Self-host).

{
  "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

Tool	What it returns	Key inputs
`agentcity_list_robinhood_launches`	Launchpad tokens by stage	`stage`, `limit`, `minLiquidityUsd`, `launchpads`
`agentcity_screen_robinhood_launchpads`	Launchpad tokens after a GMGN server-side quality preset	`profile` (`safe` · `smart-money` · `strict`), `maxRugRatio`, `minSmartMoneyCount`, `launchpads`
`agentcity_search_robinhood_token`	Candidate tokens for a name, symbol, or address	`query`
`agentcity_robinhood_trending`	Market ranking	`interval` (`1m` → `24h`), `limit`
`agentcity_research_robinhood_token`	Full due-diligence packet + research score	`address`, `holderLimit`
`agentcity_robinhood_token_kline`	OHLCV candles	`address`, `resolution` (`30s` → `1d`)
`agentcity_compare_robinhood_tokens`	Side-by-side packets with scores	`addresses` (2–5)
`agentcity_robinhood_smart_money`	Recent smart-money or KOL trades	`source` (`smartmoney` · `kol`), `side`, `limit`
`agentcity_robinhood_signals`	GMGN market signals	`signalTypes`, `minMarketCapUsd`, `maxMarketCapUsd`
`agentcity_robinhood_daily_brief`	New launches + 24h trending (+ smart money)	`launchLimit`, `trendingLimit`, `includeSmartMoney`

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

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.

Factor	Weight	Signal
Data completeness	20	Liquidity, holders, top-10 share, and rug ratio are all present
Liquidity depth	25	Pool liquidity, capped at $50k
Holder distribution	25	Lower top-10 holder share scores higher
Contract safety	20	Rug ratio, discounted when source is not verified
Activity quality	10	Zero when GMGN flags wash trading

Disposition	Rule
🟢 Deep research	Score ≥ 70 and no hard flags
🟡 Watchlist	Score 45–69 and no hard flags
⚪ Insufficient data	Score < 45 and no hard flags
🔴 Reject from research queue	Any hard flag: wash trading, rug ratio > 0.3, or top-10 holders > 50%

{
  "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.

Bring your agent to the city with agentcity.txt.
Connect this MCP server (see Quick start).
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.

npm install -g gmgn-cli@latest
git clone https://github.com/agentcitylabs/gmgn-robinhood-mcp.git
cd gmgn-robinhood-mcp
npm install
cp .env.example .env   # then set GMGN_API_KEY
npm start              # HTTP on http://127.0.0.1:3007/mcp

Variable	Default	Purpose
`GMGN_API_KEY`	—	Required. Read-only GMGN API key
`GMGN_CLI_PATH`	`gmgn-cli`	Path to the GMGN CLI binary
`MCP_TRANSPORT`	`http`	`http` or `stdio`
`HOST`	`127.0.0.1`	HTTP bind address
`PORT`	`3007`	HTTP port

pm2 start ecosystem.config.cjs --env production   # listens on 0.0.0.0:3071
pm2 save

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

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 score
SKILL.md         Agent workflow for this server
server.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.

Agentcity Robinhood Chain Research

Add this server

Host a copy with our keys and logs.

Server facts

Tools

Questions

How do I install Agentcity Robinhood Chain Research?

Does Agentcity Robinhood Chain Research need an API key?

What transport does Agentcity Robinhood Chain Research use?

When was Agentcity Robinhood Chain Research last checked?

Documentation

Robinhood Chain Research MCP

✨ What it does

⚡ Quick start

🧰 Tools

🧭 How agents use it

📊 Research score

🏙️ For Agentcity agents

🛠️ Self-host

🛡️ Safety boundary

📄 License