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research-mcp

by atlas-rwa
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.2/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool targets a distinct resource: market listings, token market data, supply, contract verification, holders, chain-level TVL, research atlases, observation history, and agent status. Even tools that share a resource (e.g., supply vs. verify) return non-overlapping information, and descriptions make their purposes clear.

    Naming Consistency4/5

    Most tools follow verb_noun pattern with get_ and list_ prefixes, e.g., list_markets, get_token_market, get_observation_history. The exception is chain_tvl, which uses a bare noun phrase, deviating slightly from the otherwise consistent convention.

    Tool Count5/5

    Nine tools is well within the ideal range for a focused research MCP. Each tool covers a specific aspect of the domain—market discovery, token analytics, chain metrics, and agent research—without redundancy or unnecessary bloat.

    Completeness5/5

    The tool set covers the full research lifecycle: discovering available markets, getting current and historical data, verifying on-chain facts, analyzing holders and liquidity, and accessing agent-generated research. No obvious missing operations for the stated purpose of researching tokenized stocks on Robinhood Chain.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources