MCP Server
The Sharpe MCP Server exposes 24 tools (21 endpoint tools + 3 composite workflows), 5 resources, and 2 prompts for crypto derivatives and market data via the Model Context Protocol. It connects AI agents in Claude Desktop, Claude Code, Cursor, and any MCP-compatible client to data across 13 funding-rate exchanges and the rest of the Sharpe API surface — funding rates, futures, options, arbitrage, narratives, ecosystems, memecoins, exchange listings, and more.
Installation
The recommended method uses uvx which always runs the latest version with zero install. For a persistent install that keeps the sharpe-mcp binary on your PATH, use uv tool install, pipx, or pip inside a venv.
No install needed (recommended)
uvx sharpe-mcp
Persistent install via uv
uv tool install sharpe-mcp
Or with pipx
pipx install sharpe-mcp
Or with pip inside a venv
python3 -m venv ~/.venvs/sharpe
source ~/.venvs/sharpe/bin/activate
pip install sharpe-mcp
Configuration
Claude Desktop
Add to your claude_desktop_config.json:
Recommended (always latest via uvx)
{
"mcpServers": {
"sharpe": {
"command": "uvx",
"args": ["sharpe-mcp"],
"env": {
"SHARPE_API_KEY": "sk_live_your_key_here"
}
}
}
}
No API key? Leave out the env block entirely. The server falls back to free public endpoints automatically.
Claude Code
Add to Claude Code
claude mcp add sharpe -- uvx sharpe-mcp
Cursor
Add to .cursor/mcp.json:
{
"mcpServers": {
"sharpe": {
"command": "uvx",
"args": ["sharpe-mcp"],
"env": {
"SHARPE_API_KEY": "sk_live_your_key_here"
}
}
}
}
Tools
The server exposes 24 tools organized into 6 categories. All tools accept optional parameters with sensible defaults and return structured data.
Composite tools
High-level tools that combine multiple API calls into a single consolidated response. Best for broad questions.
analyze_coin
Comprehensive single-coin analysis combining funding rates, futures OI, options IV, and AI price prediction into one view. Best tool for "what's happening with BTC?" questions.
- Name
coin- Type
- string
- Description
Coin ticker (e.g.,
BTC,ETH,SOL). Defaults toBTC.
market_briefing
Full market briefing combining market overview, top narratives, and funding rate highlights. Best tool for "what's going on in crypto?" or morning briefings.
No parameters. Returns formatted text with market stats, Fear and Greed, top gainers/losers, narrative rankings, and funding highlights.
find_opportunities
Scans for the best funding rate arbitrage opportunities across all exchanges, combining spot-perp basis trades and cross-exchange funding arb.
No parameters. Returns top opportunities sorted by annualized APR with a funding rate sentiment summary.
Derivatives tools
Granular derivatives data for funding rates, futures charts, and options analytics.
get_funding_rates
Perpetual funding rates across 13 exchanges (Binance, Bybit, OKX, Deribit, Hyperliquid, and more). Positive rate means longs pay shorts.
- Name
type- Type
- string
- Description
One of
current(live snapshot),accumulated(cumulative over 7d/30d/90d/1y), orhistory(per-coin time-series). Defaults tocurrent.
- Name
coin- Type
- string
- Description
Base coin ticker. Required when
type='history', ignored otherwise.
- Name
days- Type
- integer
- Description
Lookback days for history mode. Range 1--1095. Defaults to
30.
get_futures_data
Time-series or snapshot data for 19 futures chart types: open interest, liquidations, volume, long/short ratios, funding, basis, and term structure.
- Name
chart- Type
- string
- Description
Chart type ID. See the
sharpe://charts/futuresresource for all 19 valid IDs.
- Name
coin- Type
- string
- Description
Base coin ticker. Defaults to
BTC.
- Name
timeframe- Type
- string
- Description
Lookback window:
1W,2W,1M,3M,6M,1Y, or3Y. Defaults to3M.
- Name
exchanges- Type
- string
- Description
Comma-separated exchange filter (e.g.,
Binance,Bybit,OKX). Omit for all defaults.
get_futures_coins
Lists coins with futures data available, including per-coin capability flags (hasOI, hasLiquidations, hasLongShort).
No parameters.
get_options_data
Options analytics for BTC, ETH, and SOL across 22 chart types: implied volatility, Greeks, GEX, vol surface, flow, and more.
- Name
chart- Type
- string
- Description
Chart type ID. See the
sharpe://charts/optionsresource for all 22 valid IDs.
- Name
coin- Type
- string
- Description
One of
BTC,ETH,SOL. Defaults toBTC.
- Name
timeframe- Type
- string
- Description
Lookback window:
1W,1M,3M,6M,1Y,3Y, orALL. Defaults to3M.
- Name
exchanges- Type
- string
- Description
Comma-separated exchange filter (e.g.,
Deribit,OKX). Omit for all.
get_derivatives_overview
Market-wide derivatives snapshot: total OI, average funding rate, OI-weighted funding, top 20 coins by OI, and exchange/coin counts.
No parameters.
Market data tools
Broad market data covering heatmaps, correlations, price predictions, and token discovery.
get_heatmap
Market heatmap data with tokens sized by market cap and colored by price performance.
- Name
mode- Type
- string
- Description
Grouping mode:
coins,narratives, orecosystems. Defaults tocoins.
- Name
category- Type
- string
- Description
Category slug (e.g.,
top-100,decentralized-finance-defi,layer-1,meme-token). Defaults totop-100.
get_correlation_matrix
Pearson correlation matrix for crypto and TradFi assets over a given lookback period.
- Name
period- Type
- string
- Description
Lookback period:
30d,90d,1y, or3y. Defaults to30d.
- Name
ids- Type
- string
- Description
Comma-separated asset IDs. Crypto uses CoinGecko IDs (
bitcoin,ethereum), TradFi uses short IDs (sp500,gold,nvda). Max 10.
get_market_overview
Broad crypto market overview: total market cap, 24h volume, BTC dominance, Fear and Greed Index, top gainers/losers, and trending coins.
No parameters. Use this as the first call for any general market question.
get_price_prediction
AI-powered price prediction scores with sub-signal breakdowns for bias assessment (bullish/bearish/neutral, 0--10 score, RSI, EMA trends, derivatives signals).
- Name
coin- Type
- string
- Description
CoinGecko slug (e.g.,
bitcoin,ethereum,solana). Omit for all coins.
search_market_cap
Search for coins by name or ticker symbol to find CoinGecko IDs and basic market stats.
- Name
q- Type
- string
- Description
Search query: coin name or ticker. 2--100 characters.
get_gem_finder
Curated list of low-cap, high-potential tokens identified by the gem finder algorithm. Returns score, ATH distance, FDV/MCap ratio, and exchange listing counts.
- Name
limit- Type
- integer
- Description
Number of tokens to return. Range 1--1000. Defaults to
100.
Arbitrage tools
Delta-neutral and yield-generating trade opportunities from funding rate differentials.
get_arbitrage_spot_perp
Spot-perp basis trade opportunities: long spot + short perp (or vice versa) to capture funding. Sorted by APR descending.
- Name
exchange- Type
- string
- Description
Exchange name (e.g.,
Binance,Bybit) orall. Defaults toall.
- Name
direction- Type
- string
- Description
Trade direction:
all,long(positive funding), orshort(negative funding). Defaults toall.
get_arbitrage_cross_exchange
Cross-exchange funding rate arbitrage: long where funding is negative, short where positive. Sorted by spread descending.
- Name
exchanges- Type
- string
- Description
Comma-separated exchanges to compare (e.g.,
Binance,Bybit). Omit for all.
Category tools
Sector, chain, and memecoin narrative analytics.
get_narratives
Analytics for 22 crypto narratives: L1, L2, DeFi, AI Agents, DePIN, RWA, Gaming, and more. Returns market cap, volume, performance, and social sentiment per narrative.
- Name
narrative- Type
- string
- Description
Narrative slug for detail view (e.g.,
defi,ai-agents,rwa,layer-1). Seesharpe://narrativesresource for all 22 slugs. Omit for overview of all.
- Name
correlation- Type
- string
- Description
Set to
trueto include a correlation matrix for the narrative's tokens.
- Name
timeframe- Type
- string
- Description
Timeframe for correlation data (e.g.,
30d,90d).
get_ecosystems
Analytics for 23 blockchain ecosystems: Ethereum, Solana, BNB Chain, Arbitrum, Base, and more. Returns market cap, volume, TVL, and performance per ecosystem.
- Name
ecosystem- Type
- string
- Description
Ecosystem slug (e.g.,
ethereum,solana,arbitrum,base). Seesharpe://ecosystemsresource for all 23 slugs. Omit for overview.
- Name
exclude_native- Type
- string
- Description
Set to
trueto exclude the chain's native token from aggregate metrics.
- Name
correlation- Type
- string
- Description
Set to
truefor a token correlation matrix within the ecosystem.
- Name
timeframe- Type
- string
- Description
Timeframe for correlation data (e.g.,
30d,90d).
get_memecoins
Memecoin narrative data across 17 curated categories: Dog, Cat, Frog, AI, Political, and more. Returns market cap, volume, dominance, momentum score, and top coins per category.
- Name
narrative- Type
- string
- Description
Memecoin narrative slug (e.g.,
dog-coins,ai-meme,political,cat-coins). Omit for all.
- Name
historical- Type
- string
- Description
Include time-series snapshots:
24hor7dfor trend analysis.
get_news
Aggregated crypto news feed from multiple sources, ranked by reliability tier.
- Name
limit- Type
- integer
- Description
Number of articles. Range 1--500. Defaults to
50.
- Name
category- Type
- string
- Description
Filter by category (e.g.,
defi,regulation,nft,bitcoin).
- Name
coin- Type
- string
- Description
Filter by CoinGecko coin slug (e.g.,
bitcoin,ethereum).
- Name
since- Type
- string
- Description
ISO 8601 timestamp -- only articles published after this time.
Exchange listings tools
Which tokens got listed on the top 5 retail CEXs (Binance, OKX, Bybit, Gate.io, MEXC), tagged by narrative. Use these as a forward signal for where retail capital is being deployed.
get_exchange_listings
Aggregated hub payload: weekly + monthly listing counts by narrative and exchange, last 90 days of recent listings, and summary stats (WoW/MoM deltas, top narratives of the month, top exchanges of the month). Best tool for "which narratives are CEXs deploying listing slots toward?".
- Name
narrative- Type
- string
- Description
Filter to a single narrative slug (e.g.,
ai-agents,memes,layer-1,rwa,defi). All returned counts are scoped to that narrative. Omit for all narratives.
- Name
exchange- Type
- string
- Description
Filter to a single exchange. One of
binance,okx,bybit,gateio,mexc. Omit for all.
get_recent_listings
Flat feed of recent listings, one row per token-exchange pair. Best for trade-signal consumers scanning fresh listings or agents building per-token context.
- Name
narrative- Type
- string
- Description
Filter to a single narrative slug.
- Name
exchange- Type
- string
- Description
Filter to a single exchange. One of
binance,okx,bybit,gateio,mexc.
- Name
days- Type
- integer
- Description
Lookback window in days. Range 1--365. Defaults to
90.
- Name
limit- Type
- integer
- Description
Max rows returned. Range 1--1000. Defaults to
200.
System tools
get_api_coverage
Metadata about all available data products: supported exchanges, coins, chart types, timeframes, and update frequencies. Call this first to discover what data is available before making specific queries.
No parameters.
Resources
The server exposes 5 MCP resources that provide reference data for valid parameter values.
- Name
sharpe://charts/futures- Type
- JSON array
- Description
All 19 valid futures chart IDs with descriptions. Use these IDs with
get_futures_data.
- Name
sharpe://charts/options- Type
- JSON array
- Description
All 22 valid options chart IDs with descriptions. Use these IDs with
get_options_data.
- Name
sharpe://exchanges- Type
- JSON object
- Description
Supported exchanges per product: 13 for funding rates, 5 default + 5 extra for futures, and Deribit for options.
- Name
sharpe://narratives- Type
- JSON array
- Description
All 22 narrative slugs and names for use with
get_narratives.
- Name
sharpe://ecosystems- Type
- JSON array
- Description
All 23 ecosystem slugs, names, and native tokens for use with
get_ecosystems.
Prompts
The server includes 2 guided prompt templates that walk AI agents through multi-step analysis workflows.
market_analysis
Guides the agent through a 6-step comprehensive market analysis: market overview, derivatives health, sector rotation, ecosystem flows, arbitrage opportunities, and synthesis into a bullish/bearish/neutral verdict.
No parameters.
coin_deep_dive
Guides the agent through an in-depth single-coin analysis: quick analysis, futures deep dive (OI, long/short, liquidations, basis), options analysis (IV, skew, put/call, GEX), funding history, correlations, price prediction, and a final synthesis with key levels and risk factors.
- Name
coin- Type
- string
- Description
Coin ticker. Defaults to
BTC.
Environment variables
- Name
SHARPE_API_KEY- Type
- string
- Description
API key for authenticated
/v1/endpoints. Not required -- the server falls back to free endpoints without one.
- Name
SHARPE_API_URL- Type
- string
- Description
Base URL for the v1 API. Defaults to
https://www.sharpe.ai/api.
- Name
SHARPE_FREE_URL- Type
- string
- Description
Base URL for free public endpoints. Defaults to
https://www.sharpe.ai.
Works without an API key
The MCP server works without setting SHARPE_API_KEY. When no key is configured, all tools automatically fall back to free public endpoints at sharpe.ai. Rate limits are lower and some data may be less granular, but all 23 tools remain functional. This makes it easy to try the server before committing to an API key.
Get an API key
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Example prompts
These natural language prompts show how AI agents route to the correct tools.
| Prompt | Tools triggered |
|---|---|
| "What are the current funding rates for BTC across exchanges?" | get_funding_rates with type='current' |
| "Give me a full market briefing" | market_briefing (composite: market overview + narratives + funding) |
| "Show me the open interest chart for ETH over the last month" | get_futures_data with chart='oi-stacked', coin='ETH', timeframe='1M' |
| "What arbitrage opportunities exist right now?" | find_opportunities (composite: spot-perp + cross-exchange + funding summary) |
| "How are AI and DeFi narratives performing this week?" | get_narratives with narrative='ai-agents', then get_narratives with narrative='defi' |
| "Deep dive on SOL -- derivatives, options, funding, everything" | coin_deep_dive prompt, or analyze_coin with coin='SOL' |
| "Find me some hidden gem tokens" | get_gem_finder |
| "What's the BTC implied volatility term structure?" | get_options_data with chart='iv-term-structure', coin='BTC' |
| "Which narratives are getting the most CEX listings this month?" | get_exchange_listings (returns top narratives by month + WoW/MoM deltas) |
| "What new AI-agent tokens listed on MEXC in the last 30 days?" | get_recent_listings with narrative='ai-agents', exchange='mexc', days=30 |