mcpbeat

PAPI: Persistent Adaptive Project Intelligence MCP Server

io.github.getpapi/papi
answering

PAPI: Persistent Adaptive Project Intelligence is answering right now. Last checked 4 min ago. 1 428 installs a week from npm. Last commit 27 Jul 2026.

Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

Installs per day peak 718 · avg 175 · +35% w/w
a month agotoday
Uptime history 41 hours of history
41 hours agonow
100.0%
Uptime 24h
91 of 91 checks
—
Tools
hidden behind auth
339 ms
Response time
average over 24h
1 428
Installs / week
npm and PyPI

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 papi --transport http https://mcp.getpapi.ai/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "papi": {
      "url": "https://mcp.getpapi.ai/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.papi]
url = "https://mcp.getpapi.ai/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "papi": {
      "url": "https://mcp.getpapi.ai/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "papi": {
      "url": "https://mcp.getpapi.ai/mcp"
    }
  }
}

This endpoint answered with an authorization challenge — the server is running, but you need an API key or OAuth to use it.

Endpoints

URLTransportStateLatencyChecked
https://mcp.getpapi.ai/mcp streamable-http needs key 307 ms 4 min ago

PAPI: Persistent Adaptive Project Intelligence — questions

Answers built from our own checks of this server.

Why is there no tool list for PAPI: Persistent Adaptive Project Intelligence?
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 PAPI: Persistent Adaptive Project Intelligence 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 339 ms. The bar chart above shows every period we have measured.
How do I connect PAPI: Persistent Adaptive Project Intelligence?
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. You will need your own key or an OAuth login: it refuses anonymous clients.
Does PAPI: Persistent Adaptive Project Intelligence need an API key?
Yes. Every time we knock, PAPI: Persistent Adaptive Project Intelligence 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 PAPI: Persistent Adaptive Project Intelligence?
It answers our handshake in 339 ms on average, which is faster than 41% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
How many people use PAPI: Persistent Adaptive Project Intelligence?
The npm package @papi-ai/server was installed 1 428 times in the last week. Week over week that is +35%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is PAPI: Persistent Adaptive Project Intelligence open source?
Yes — it is published under the MIT licence, written in Dockerfile, 6 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.