PreFlyte — DeFi Financial Intelligence for AI Agents

xyz.preflytePublished by preflyte.xyzOfficial publisherv1.2.2Updated Oct 24, 2026

Evidence-based market data for AI agents deploying capital in DeFi. Empirical, not advertised.

VerifiedStreamable HTTPWeb executableFinanceData & Analytics

Overview

AI-generated overview

Remote MCP server giving AI assistants empirical DeFi lending data: returns, rankings, market snapshots, claim verification, gas timing and position estimates.

What you can do
Query historical after-fee DeFi lending returns and ranked best net-APY opportunities by chain, window and strategy, plus current market snapshots with rates, risk parameters, token and gas prices. Verify single or batch factual claims about current DeFi market conditions. Assess the best opportunity for a given capital amount and strategy, and check entry viability of lending markets and Uniswap V3 pool liquidity for a trade size. Judge gas timing against 24-hour and 7-day averages and estimate net yield of a lending position after gas over a holding period.
When to use it
Useful when an assistant is helping plan or sanity-check DeFi lending or swap moves and needs measured returns, current market conditions, liquidity and gas context rather than advertised APY. Also suited to fact-checking claims about DeFi markets before acting.
Requirements
A remote streamable HTTP endpoint; no local package. Every tool requires a PreFlyte API key passed as the api_key argument. Network access to the provider's endpoint.
Before you install
The API key is passed as a tool argument, so it appears in tool calls and conversation logs. Output is data and recommendations only; the server does not execute transactions, but acting on its recommendations involves real capital and gas costs. Figures come from the provider's own engine and should be treated as third-party data.

Installation

In SourceWeft

  1. Open PreFlyte — DeFi Financial Intelligence for AI Agents in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/xyz.preflyte%2Fpreflyte/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "preflyte-defi-financial-intelligence-for": {
      "type": "http",
      "url": "https://mcp.preflyte.xyz/mcp"
    }
  }
}

Tools

9

get_returns

Query historical DeFi lending returns from the ProfitLens engine. Returns real, empirically measured after-fee returns — not theoretical APY projections. Data is computed from on-chain index ratios every 30 min. Args: api_key: Your PreFlyte API key (required). chain: Filter by chain — "ethereum" or "arbitrum". Empty = all chains. protocol: Filter by protocol — "aave-v3" or "compound-v3". Empty = all. asset: Filter by asset symbol — "USDC", "WETH", etc. Empty = all. strategy: Filter by strategy — "supply" or "borrow". Empty = both. window_days: Return window — 7, 14, 30, or 90 days. Default 7. limit: Max results to return. Default 20, max 50. Returns: Dictionary with 'results' array and metadata. Each result includes: gross_apy_pct, net_apy_pct, gas_cost_pct, data_completeness_pct, chain, protocol, asset, strategy, and more.

Parametersassetchainlimitapi_keyrequiredprotocolstrategywindow_days

get_ranking

Get ranked list of best DeFi lending returns, sorted by net APY. Args: api_key: Your PreFlyte API key (required). window_days: Return window — 7, 14, 30, or 90 days. Default 7. strategy: "supply" or "borrow". Default "supply". top_n: Number of top results. Default 10, max 30. Returns: Ranked list with position number, net_apy_pct, gross_apy_pct, gas details, and data completeness scores.

Parameterstop_napi_keyrequiredstrategywindow_days

get_market_snapshot

Get current market snapshot for a specific lending market. Returns the latest rates, risk parameters, token price, and gas price. This is the foundation of RealityCheck — giving agents ground truth about current market conditions before they act. Args: api_key: Your PreFlyte API key (required). protocol: Protocol name — "aave-v3" or "compound-v3". chain: Chain name — "ethereum" or "arbitrum". asset: Asset symbol — "USDC", "USDT", "DAI", "WETH", "WBTC", "wstETH". Returns: Dictionary with latest lending rates, risk parameters (if available), current token price, current gas price, data freshness timestamps, and rate_context (7-day averages, standard deviations, anomaly flags).

Parametersassetrequiredchainrequiredapi_keyrequiredprotocolrequired

verify_claim

Verify factual claims about current DeFi market conditions. Supports two modes: - Single claim: provide claim_type, value, operator (and protocol/chain/asset as needed). Returns one verification result. - Batch mode: provide a JSON-encoded array in 'claims'. Each element has the same fields (claim_type, value, operator, protocol, chain, asset). Returns all results in one response. If 'claims' is provided, single-claim parameters are ignored. Args: api_key: Your PreFlyte API key (required). claim_type: What you're checking. One of: "supply_rate" — current supply APY (%) "borrow_rate" — current borrow APY (%) "price" — current token price (USD) "gas" — current base fee (gwei) "utilization" — current pool utilization (%) value: The numeric value you believe to be true. operator: Comparison operator. One of: "above" — actual must be >= value "below" — actual must be <= value "around" — actual must be within 10% of value protocol: Required for supply_rate, borrow_rate, utilization. Use "aave-v3" or "compound-v3". chain: Chain name — "ethereum" or "arbitrum". Default "ethereum". asset: Required for supply_rate, borrow_rate, price, utilization. Use token symbol like "USDC", "WETH", etc. claims: JSON-encoded array of claim objects for batch verification. Each object contains: claim_type, value, operator, and optionally protocol, chain, asset. When provided, single-claim params are ignored. Returns: Single mode: Dictionary with status (TRUE/FALSE), actual_value, claimed_value, delta, delta_pct, data_timestamp, and summary. Batch mode: Dictionary with 'mode', 'results' array, 'summary' counts, and 'verified_at' timestamp. Examples: Single: verify_claim

Parametersassetchainvalueclaimsapi_keyrequiredoperatorprotocolclaim_type

assess_opportunity

Assess the best DeFi opportunity for a given capital amount and strategy. This is the "cold start" tool — call it first to understand where your capital is viable before making any moves. One call gives you chain viability, ranked opportunities, gas impact, and an actionable recommendation. Args: api_key: Your PreFlyte API key (required). asset: Token symbol, e.g. "USDC", "WETH". action: "supply" or "borrow". position_size_usd: Capital amount in USD. strategy: One of "yield_farming", "active_trading", "idle_capital". chain: "ethereum", "arbitrum", or "any" (default: "any"). trades_per_day: For active_trading strategy only. Default 10. Returns: JSON with chain viability, ranked opportunities, gas analysis, break-even calculations, and an actionable recommendation.

Parametersassetrequiredchainactionrequiredapi_keyrequiredstrategyrequiredtrades_per_dayposition_size_usdrequired

gas_timing

Tell agents whether now is a good or bad time to transact, based on historical gas patterns. Compares current gas to 24-hour and 7-day averages, identifies the cheapest hours of the day, and estimates reference transaction costs. Args: api_key: Your PreFlyte API key (required). chain: Chain name — "ethereum" or "arbitrum". Returns: Dictionary with current gas, 24h/7d context, timing assessment with cheapest hours, and reference transaction costs in USD.

Parameterschainrequiredapi_keyrequired

check_entry_viability

Before entering a lending position, verify that the market is actually open and has capacity. Checks market status (active, frozen, borrowing enabled), supply/borrow caps, and available liquidity. Returns a clear viable/not-viable verdict. Args: api_key: Your PreFlyte API key (required). protocol: Protocol name — "aave-v3" or "compound-v3". chain: Chain name — "ethereum" or "arbitrum". asset: Asset symbol — "USDC", "WETH", etc. action: "supply" or "borrow". amount_usd: Intended position size in USD (optional, for context). Returns: Dictionary with viable (true/false), market_status, capacity details, current rate, and confidence level.

Parametersassetrequiredchainrequiredactionrequiredapi_keyrequiredprotocolrequiredamount_usd

estimate_net_position

Detailed financial estimate for a specific lending position — what will I actually earn (or pay) after gas costs? Combines current live rates, gas costs, and historical computed returns to project net yield over a holding period. Args: api_key: Your PreFlyte API key (required). protocol: Protocol name — "aave-v3" or "compound-v3". chain: Chain name — "ethereum" or "arbitrum". asset: Asset symbol — "USDC", "WETH", etc. action: "supply" or "borrow". position_size_usd: Amount in USD. duration_days: Intended holding period in days. Default 30. Returns: Dictionary with position details, current snapshot, cost breakdown, projected return, historical context, and confidence level.

Parametersassetrequiredchainrequiredactionrequiredapi_keyrequiredprotocolrequiredduration_daysposition_size_usdrequired

check_pool_viability

Before swapping on Uniswap V3, check if pools have sufficient liquidity for the intended trade size. Finds all matching pools for a token pair, assesses trade impact relative to pool TVL, and recommends the best pool. Args: api_key: Your PreFlyte API key (required). chain: Chain name — "ethereum" or "arbitrum". token_pair: Token pair separated by "/" — e.g. "WETH/USDC", "WBTC/WETH". trade_size_usd: Intended swap size in USD. Returns: Dictionary with per-pool viability (TVL, trade impact, fee cost), a recommendation, and data freshness.

Parameterschainrequiredapi_keyrequiredtoken_pairrequiredtrade_size_usdrequired

Version history

1
  1. v1.2.2LatestSep 16, 2026

Score

72% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.