Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Uniswap/PancakeSwap/Aerodrome LP pools and price ranges ranked by net APR after impermanent loss
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http lpsignal https://api.lpsignal.app/v1/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"lpsignal": {
"url": "https://api.lpsignal.app/v1/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"lpsignal": {
"type": "http",
"url": "https://api.lpsignal.app/v1/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain lpsignal.app (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: Authorization
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 22 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, FOGA node
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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A hosted Uniswap and DeFi MCP server (Model Context Protocol) that lets AI agents — Claude, Cursor, VS Code Copilot, any MCP client — find the best concentrated-liquidity pools and price ranges, ranked by net APR: fees minus impermanent loss, from hourly backtests on exact on-chain fees. Ask your agent which Uniswap v3 range to LP in, backtest a range, or check impermanent loss, and it answers with live data from LPSignal.
| Endpoint | For |
|---|---|
https://api.lpsignal.app/v1/mcp | Your account. Your app opens lpsignal.app, you sign in with your wallet and click Allow (OAuth 2.1). Or send an API key. |
https://api.lpsignal.app/v1/mcp/public | No sign-in. The free view, for a quick look or clients without OAuth. |
Remote server (Streamable HTTP): nothing to install. Official MCP Registry name: app.lpsignal/lpsignal.
DEX sites and most APR trackers show a pool's fee APR. What a liquidity provider keeps is the fee income of *their price range* minus *impermanent loss*. LPSignal backtests 3–4 ranges per pool every hour over 1 hour, 24 hours, 7 days and 30 days, using each pool's exact feeGrowthGlobal counters rather than volume estimates, and ranks ranges by what they netted. Every signal is re-backtested on its exact ticks afterwards and published, losses included.
| Chain | DEXes |
|---|---|
| Ethereum | Uniswap v3, Uniswap v4, PancakeSwap v3 |
| Base | Uniswap v3, Uniswap v4, Aerodrome Slipstream, PancakeSwap v3 |
| Arbitrum | Uniswap v3, Uniswap v4, PancakeSwap v3 |
| BNB Chain | PancakeSwap v3, Uniswap v3, Uniswap v4 |
| Optimism | Uniswap v3, Uniswap v4, Velodrome Slipstream |
| Polygon | Uniswap v3, Uniswap v4 |
| Robinhood Chain | Uniswap v3, Uniswap v4 |
Pools whose two tokens are established assets (stablecoins, ETH and BTC wrappers, liquid staking tokens, tokens over $100M market cap). Uniswap v4 pools without hooks and with a static fee.
Add https://api.lpsignal.app/v1/mcp and connect: your client opens lpsignal.app, you sign in with your wallet and click Allow. A free LPSignal account works (the free view); Basic and Pro see signals live. Disconnect any time in your account. No OAuth in your client? Send an API key in Authorization: Bearer lps_…, or use /v1/mcp/public without signing in.
Claude (web / desktop): Settings → Connectors → Add custom connector → URL https://api.lpsignal.app/v1/mcp → Connect.
ChatGPT: Settings → Connectors (developer mode) → Create → URL https://api.lpsignal.app/v1/mcp, authentication OAuth.
Claude Code: as a plugin (the server plus a skill that tells Claude how to use it):
/plugin install lpsignal --marketplace LPSignals/lpsignal-mcp
On Claude Code before 2.1.275: /plugin marketplace add LPSignals/lpsignal-mcp, then /plugin install lpsignal@lpsignal. Or just the server:
claude mcp add --transport http lpsignal https://api.lpsignal.app/v1/mcp
claude mcp add --transport http lpsignal https://api.lpsignal.app/v1/mcp --header "Authorization: Bearer lps_…"
Cursor (~/.cursor/mcp.json)
{
"mcpServers": { "lpsignal": { "url": "https://api.lpsignal.app/v1/mcp" } } }
VS Code (.vscode/mcp.json)
{
"servers": { "lpsignal": { "type": "http", "url": "https://api.lpsignal.app/v1/mcp" } } }
Cursor and VS Code ask you to sign in on first use. To skip sign-in, point them at https://api.lpsignal.app/v1/mcp/public (the free view).
All read-only: the server never touches funds or wallets.
| Tool | What it answers |
|---|---|
list_pools | Liquidity pools ranked by their best range's net APR over 1 h / 24 h / 7 d / 30 d, by chain and pool class (stable, correlated, volatile) |
find_pair_pools | Every pool of a token pair across chains, DEXes and fee tiers, e.g. USDC + WETH |
get_pool | One pool: each range's fee APR, impermanent loss, net APR, time in range and exact ticks |
backtest_range | Backtest any ±x% price range (or full range) on a pool over the last 1–30 days |
list_signals | Latest LP signals: opportunities (net_apr, burst, hot_pool) and risk alerts (stablecoin depeg, tvl_outflow); each says access: live or delayed_24h |
signal_track_record | How past signals really did, re-backtested on their exact ticks |
smart_lp_leaderboard | Wallets ranked by what their closed LP positions made versus holding the tokens |
my_account | Your plan, subscriptions and custom alert rules (signed in; not on /public) |
APRs come back as percent text ("42.0%") so a model never misreads a fraction, and every pool links to its page on lpsignal.app.
No sign-in (/public) or a free account | Basic / Pro account | |
|---|---|---|
| Pool rankings, pair search, backtests, track record | ✓ | ✓ |
| Risk alerts (depeg, liquidity outflow) | live | live |
| Opportunity signals | 24 hours after they fire | live |
| Smart-LP leaderboard | top 10, addresses masked | full (Pro) |
| Your custom alert rules | — | ✓ |
Is there an MCP server for Uniswap liquidity pools? Yes: this one covers Uniswap v3 and v4 (plus PancakeSwap v3, Aerodrome and Velodrome Slipstream) on seven chains, with backtested net APR per price range.
How do I calculate impermanent loss with an AI agent? Connect this server and ask for a backtest (backtest_range): it returns fee APR, impermanent loss and net APR of that exact range over the last 1–30 days.
Do I need an API key? No. Sign in with your wallet when your app asks (OAuth), or use /v1/mcp/public without signing in. An API key is only for clients without OAuth.
Can the agent add liquidity for me? No. Every tool is read-only. LPSignal's website lets you add liquidity from your own wallet on the DEX's official contract.
Is this financial advice? No. Figures are backtests of past on-chain data, not forecasts. A range that paid well can lose money if the price moves out of it.
npm i lpsignal) · Python (PyPI: pip install lpsignal)LPSignal MCP 服务:Uniswap / DeFi 流动性池的 MCP 服务器,托管在 https://api.lpsignal.app/v1/mcp(Streamable HTTP),无需安装。 让 Claude、Cursor 等 AI agent 直接查询集中流动性池的净 APR(手续费 − 无常损失)排名、某个交易对在各链各费率的池子、任意价格区间的回测、 最新 LP 信号、信号历史表现和聪明 LP 排行,支持 Ethereum、Base、Arbitrum、BNB Chain、Optimism、Polygon、Robinhood Chain 上的 Uniswap v3/v4、PancakeSwap v3、Aerodrome、Velodrome。全部工具只读,不碰资金。连接 https://api.lpsignal.app/v1/mcp 时,应用会打开 lpsignal.app,用钱包登录并点“允许”(OAuth 2.1)即可,之后按你的套餐返回内容,可在 账户页随时断开;也可以在请求头放 API 密钥 Authorization: Bearer lps_…。不想登录用 https://api.lpsignal.app/v1/mcp/public(免费视图)。数据是历史回测,不是预测,也不构成投资建议。
Claude Code 插件(服务器 + 使用说明 skill):/plugin install lpsignal --marketplace LPSignals/lpsignal-mcp。
社区与支持:X @lpsignalhq · Discord · Telegram 信号机器人 @LPsignals_bot · Telegram 客服 · support@lpsignal.app · 中文官网
MIT