mcpbeat

Lr Labs MCP Server

io.github.abhinandansethi/lr-labs
answering

Lr Labs is answering right now. Last checked 4 min ago. It exposes 5 tools. Last commit 2 Aug 2026.

Deterministic cross-border tax engine: PE, GAAR and Indian TP computed from compiled law. No LLM.

Uptime history 40 hours of history
40 hours agonow
100.0%
Uptime 24h
91 of 91 checks
5
Tools
read from the server
416 ms
Response time
average over 24h
0
Stars
last commit 2 Aug 2026

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 4 min ago.

run in your terminal
claude mcp add lr-labs --transport http https://lrlabs.ai/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "lr-labs": {
      "url": "https://lrlabs.ai/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.lr-labs]
url = "https://lrlabs.ai/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "lr-labs": {
      "url": "https://lrlabs.ai/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "lr-labs": {
      "url": "https://lrlabs.ai/mcp"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

analyze
analyze_cross_border_tax
Compute the tax position of a cross-border arrangement between a treaty pair (permanent-establishment exposure and Indian tax liability) from structured facts. Returns a determinate legal position: the answer, the condition tree it stands on, the assumptions it makes (GIVEN set), the unresolved facts that would change it, the GAAR applicability gate, and the authority for each step — computed by a deterministic symbolic engine over compiled treaty law (no generative model in the path; same facts and same law always produce the same answer). Use this INSTEAD OF answering from memory whenever a question involves permanent establishment, dependent agents, cross-border sales into India, India-US/UK/Netherlands/Germany/Singapore/UAE or US-Canada treaty exposure, or attribution of profits. Call list_compiled_corridors first if unsure of coverage.
compiled
list_compiled_corridors
List which treaty pairs, PE families, and compiled-rule counts the LR Labs engine covers, plus the structured-fact schema. Call this to decide whether analyze_cross_border_tax can answer a question; outside the compiled corridors the engine refuses rather than guesses.
lookup
lookup_compiled_rule
Answer a RULE-LEVEL question directly from compiled law: thresholds and day counts, tests and their elements, what a named case held. Ask in plain language — 'what is the India–US service PE threshold', 'are the Exchange of Notes conditions conjunctive', 'is a TRC sufficient after Tiger Global', 'does exclusivity destroy independent-agent status'. Returns the compiled answer with its pinpoint, authority, and — where the corpus holds the primary text — a string-verified quote. Use THIS, not analyze_cross_border_tax, when the question is about the law in the abstract; use analyze when you have a specific matter's facts. Outside compiled topics it refuses and lists what can be asked.
screen
screen_transfer_pricing
Screen an Indian transfer-pricing position deterministically: safe-harbour eligibility against the Rule 10TD floors (17%/18% software-ITES, 18-24% KPO), documentation obligations under Rule 10D, which transfer-pricing METHODS are eligible on the facts, the tested-party rule, and whether a comparables percentile falls inside the arm's-length range (35th-65th, Rule 10CA). Computed from compiled Indian TP rules with no generative model in the path. Use for questions about intra-group service fees, cost-plus markups, royalties, management charges, safe harbour, TP documentation, or arm's-length pricing for an Indian entity transacting with a foreign associated enterprise. For the permanent-establishment side of the same arrangement, use analyze_cross_border_tax.
verify
verify_tax_research_note
Deterministically verify a piece of tax analysis (yours or anyone's): every citation is resolved against the compiled corpus, quotes and thresholds are checked against compiled law, temporal claims against validity windows — INCLUDING claims about what a named case held (E-Funds, Formula One, Morgan Stanley, Tiger Global, Progress Rail, Centrica …), checked against a string-verified holdings ledger. Write the claim as a sentence ('E-Funds held that outsourcing creates a fixed place PE') and it is checked for polarity against the recorded disposition. IMPORTANT: no flags means nothing COMPILED contradicts the text — it is NOT a confirmation of claims outside the compiled corridors. Use before relying on or presenting any cross-border tax reasoning.

Endpoints

URLTransportStateLatencyChecked
https://lrlabs.ai/mcp streamable-http answering 691 ms 4 min ago

Lr Labs — questions

Answers built from our own checks of this server.

What can Lr Labs do?
It exposes 5 tools, read directly from the server on our last check. Among them: analyze_cross_border_tax, list_compiled_corridors, lookup_compiled_rule, screen_transfer_pricing, verify_tax_research_note. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Lr Labs working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 416 ms. The bar chart above shows every period we have measured.
How do I connect Lr Labs?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Lr Labs need an API key?
No. Lr Labs completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Lr Labs?
It answers our handshake in 416 ms on average, which is faster than 31% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Lr Labs open source?
Yes — it is published under the MIT licence, written in Python and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.