mcpbeat Sign in

Paper Lantern MCP Server

by paperlantern Your server? Claim it
answering

Paper Lantern is answering right now. Last checked 1 min ago. Last commit 21 Apr 2026.

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

Uptime history 91 days of history · worst day 90%
91 days agonow
100.0%
Uptime 24h
92 of 92 checks
—
Tools
hidden behind auth
432 ms
Response time
average over 24h
0
Stars
last commit 21 Apr 2026

What the code does

We read the source, 3 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Runs an external command src/auth.ts:17
    if (platform === "darwin") execSync(`open "${url}"`);

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 1 min ago.

run in your terminal
claude mcp add code --transport http https://mcp.paperlantern.ai/chat/mcp
Settings → Connectors → Add custom connector, then paste this address
https://mcp.paperlantern.ai/chat/mcp
~/.codex/config.toml
[mcp_servers.code]
url = "https://mcp.paperlantern.ai/chat/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "code": {
      "url": "https://mcp.paperlantern.ai/chat/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "code": {
      "type": "http",
      "url": "https://mcp.paperlantern.ai/chat/mcp"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, but it did not say what kind of credentials it expects.

Endpoints

URLTransportStateLatencyChecked
https://mcp.paperlantern.ai/chat/mcp streamable-http needs auth 412 ms 1 min ago

Alternatives to Paper Lantern

same job, measured the same way
Constellation
by shiftinbits

Code Intelligence Platform for AI Coding Agents

311 installs/wk local only
Jev Filter
by apixly-ai

Read-only semantic filtering, code search, log triage and traceable evidence for AI agents.

298 installs/wk local only
Maguyva
by maguyva

Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.

answering
Codeledger
by codeledgerecf

Local context and engineering evidence for AI coding agents.

1 172 installs/wk local only
Before Users Do
by bhuman-ai

Browser-backed QA with evidence and fix-ready reports for coding agents.

answering
rag-rat
by cq27-dev

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

131 installs/wk local only
Codeseeker
by jghiringhelli

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

369 installs/wk local only
Sinter
by shellfu

Persistent, evidence-backed code graph for coding agents.

387 installs/wk local only

Paper Lantern — questions

Answers built from our own checks of this server.

Why is there no tool list for Paper Lantern?
The server answered our handshake with an authorization challenge, so it is running — but it will not describe its tools to an anonymous client. To see them you need to connect with your own credentials. We record it as alive, not as broken: 100.0% of checks in the last 24 hours got a reply.
Is Paper Lantern working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 432 ms. The bar chart above shows every period we have measured.
How do I connect Paper Lantern?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You will need your own credentials: it refuses anonymous clients.
Does Paper Lantern need an API key?
Yes. Every time we knock, Paper Lantern answers with an authorization challenge instead of its tool list — that is how we know it is running and gated rather than broken. Bring your own credentials and it will talk.
How fast is Paper Lantern?
It answers our handshake in 432 ms on average, which is faster than 30% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Paper Lantern open source?
The code is open source: it is published under the MIT licence, written in TypeScript, 0 stars on GitHub and 1 open issue. The licence covers the code in the repository, not the hosted service at mcp.paperlantern.ai, which runs on its operator's own terms.