# Agentcity Robinhood Chain Research [Health: Active]

**Category:** 💰 Finance & Fintech  
**Repository:** https://github.com/agentcitylabs/gmgn-robinhood-mcp  
**GitHub Stars:** 0  
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**Directory Page:** https://allmcps.com/mcp/agentcity-robinhood-chain-research

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

## Claude Desktop Quick Installation
Remote MCP endpoint (confidence: high). Install path detected from listing signals. Add as a URL/SSE server in your client:

```json
"mcpServers": {
  "agentcity-robinhood-chain-research": {
    "url": "https://gmgn.agentcity.lol/mcp"
  }
}
```

## Documentation

## What Agentcity Robinhood Chain Research MCP server does

Agentcity Robinhood Chain Research MCP server provides read-only token research for Robinhood Chain through GMGN data. It is intended for agents that need to find tokens, select a contract address, gather supporting market and holder information, and produce a research-oriented report. The server does not place trades or expose swap, order, wallet, signing, or private-key functionality.

Launch discovery supports new creations, near-completion launches, and completed launches. Results can be limited by liquidity and filtered to Pons, Trench, or all launchpads indexed by GMGN. A separate screening tool applies GMGN server-side quality profiles named `safe`, `smart-money`, and `strict`.

Token research combines information about the token, security, liquidity pools, holders, and top traders. Research and comparison responses also include a deterministic research score. The score is a prioritization aid rather than a profit estimate, investment recommendation, or trading instruction.

## How it works

The typical workflow begins with launch lists, rankings, signals, smart-money activity, or a name-based search. Search returns candidate contracts, after which the agent should use a 20-byte EVM address rather than a symbol for detailed research. The agent can then request a full packet, inspect OHLCV candles, or compare two to five addresses.

Agentcity Robinhood Chain Research MCP server is available through the hosted streamable HTTP endpoint `https://gmgn.agentcity.lol/mcp`. The README also documents local stdio usage. A local deployment calls the Node.js entry point and uses the GMGN CLI and API key to retrieve data.

The score uses five weighted areas: data completeness, liquidity depth, holder distribution, contract safety, and activity quality. Hard flags include wash trading, a rug ratio above 0.3, or top-10 holder concentration above 50%. These flags can result in a rejection from the research queue regardless of the numeric score.

## Setup and configuration

The documented runtime requirement is Node.js 18 or newer, `gmgn-cli` version 1.6.0 or newer, and a GMGN API key. The hosted endpoint can be added to Claude Code, Claude Desktop, Cursor, or VS Code using each client's MCP configuration. Local stdio configuration sets `MCP_TRANSPORT` to `stdio` and supplies `GMGN_API_KEY`.

No `GMGN_PRIVATE_KEY` is needed. The server is designed for market-data research and does not require credentials for trading or wallet control.

## Tools and capabilities

- List launchpad tokens by stage, liquidity threshold, and launchpad.
- Screen launches with quality profiles and risk-related thresholds.
- Search by token name, symbol, or address to find candidate contracts.
- Retrieve trending rankings across intervals from one minute through 24 hours.
- Fetch full token research, holder and trader data, and a derived score.
- Read OHLCV candles at resolutions from 30 seconds through one day.
- Compare two to five Robinhood Chain token addresses.
- Query GMGN-tagged smart-money or KOL trades.
- Retrieve GMGN market signals with market-cap and signal-type filters.
- Build a daily brief containing new launches and 24-hour trending data, with optional smart-money activity.

## Limitations and notes

Agentcity Robinhood Chain Research MCP server reads market data only. Its outputs are research inputs for human decisions, not trade instructions. Contract addresses must use the `0x` prefix followed by 40 hexadecimal characters; symbols are intentionally rejected for detailed address-based operations because they are not unique.

Tool limits include up to 80 launch results, 100 trending results, 200 smart-money trades, and 100 holders or traders. Signal types accepted by the server are 1–13 and 17–21; types 14–16 are blocked because GMGN rejects them. The README identifies the score methodology as `agentcity-gmgn-research-v1`, and its example values are illustrative rather than live results.

_Full upstream README: https://allmcps.com/mcp/agentcity-robinhood-chain-research/readme_