Graph Limitless MCP

Protocol-wide on-chain analytics for Limitless prediction markets on Base — trader P&L, top traders, market and daily volume history, liquidity events, and raw GraphQL, from the Limitless subgraphs on The Graph's decentralized network.

Query Limitless prediction markets on Base. Get live market data, trader analytics, positions, and volume — powered by The Graph's decentralized network.

Try it

• "What are the top markets on Limitless by volume?"
• "Show me the biggest traders on Limitless"
• "Daily volume trends for the last 30 days"
• "Who holds the largest positions in this market?"
• "What markets resolved today?"
• "Show me whale trades over $10K"

What's inside

19 tools, all read-only.

Tool	What it does
Protocol-wide
get_global_stats	Get combined protocol-wide stats across both simple and negrisk markets.
get_daily_protocol_stats	Get daily protocol stats (volume, trades, fees, splits, merges, redemptions) across both market types as a time series.
compare_market_types	Side-by-side comparison of simple vs negrisk market performance.
get_recent_activity	Get a unified feed of all recent on-chain activity: trades, splits, merges, and redemptions across both market types wit
get_liquidity_events	Get splits, merges, and redemptions — the liquidity lifecycle events.
get_conditions	Get conditions (markets that have been prepared on-chain) with resolution status.
Markets
search_markets	Search markets by keyword or category.
get_market_analytics	Get full analytics for a specific market by conditionId.
get_market_trades	Get trades for a specific market.
get_market_positions	Get top position holders for a specific market.
get_market_daily_snapshots	Get daily volume, trades, and fees for a specific market over time.
get_market_lifecycle	Get the complete lifecycle of a market: creation, trading stats, splits/merges, resolution status, and redemptions — all
Traders
get_trader_profile	Get a trader's profile across both simple and negrisk markets.
get_trader_trades	Get a trader's recent trades across both market types, enriched with market names.
get_trader_positions	Get a trader's current positions across both market types with balances and PnL.
get_trader_pnl	Calculate a trader's estimated profit & loss from on-chain data.
get_top_traders	Get top traders ranked by volume, trade count, or PnL.
Escape hatches
get_subgraph_schema	Get the GraphQL schema for a Limitless subgraph via introspection.
query_subgraph	Run a raw GraphQL query against a Limitless subgraph.

Data coverage

• Simple Markets: 8,000+ markets, 3.9M trades, $317M volume
• NegRisk Markets: 700+ markets, multi-outcome prediction markets
• Network: Base L2
• Updated: Real-time via The Graph's decentralized indexing network

Install

bash

GRAPH_API_KEY=your-key npx graph-limitless-mcp

Get a free API key at The Graph Market.

External Endpoints

Endpoint	Data sent	Purpose
gateway.thegraph.com	GraphQL queries with your API key	Queries 2 Limitless subgraphs on Base
api.limitless.exchange	Market search queries	Fetches market metadata and categories

No other endpoints are contacted. No data is stored locally.

Security & Privacy

• Runs locally via npx — no remote server
• Your API key stays local — only sent to The Graph Gateway
• No persistent storage — no database, no local files
• Open source — full code at github.com/PaulieB14/limitless-subgraphs

Model Invocation Note

This skill may be invoked autonomously by your AI agent when it detects a prediction market question about Limitless. Disable the skill to opt out.

Trust Statement

By using this skill, GraphQL queries are sent to gateway.thegraph.com using your API key, and market metadata requests go to api.limitless.exchange. Only install if you trust these endpoints with your query data.

Links

• GitHub: https://github.com/PaulieB14/limitless-subgraphs
• npm: https://www.npmjs.com/package/graph-limitless-mcp
• Limitless: https://limitless.exchange
• The Graph: https://thegraph.com