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Pipe Docs (SPR) MCP Server

by MachuraHarry·io.github.MachuraHarry/pipe-docs·v1.1.0·3 stars
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Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.

B75/100grade B
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Safety scan
B75/100

full report

Adoption
New

3 stars

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Pipe Docs (SPR) MCP Server tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-11-01 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 47 days ago12/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 75/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Pipe Docs (SPR) MCP Server compares

Against every graded Productivity MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
75/100
higher than 40% of 1,299 Productivity servers
GitHub stars
3
more than 65% of 854 Productivity servers

Install Pipe Docs (SPR) MCP Server in Claude Code, Cursor or VS Code

The registry entry has no remote endpoint or installable package.

What the publisher says

From the Pipe Docs (SPR) MCP Server repository's README, as published. We do not edit it. Read it on GitHub

Pipe — The MCP-native runtime, production-ready

The first language with built-in MCP — server and client. 249 builtins, single ~8 MB binary. Zero dependencies.

Officially listed in the official MCP Registry (v1.1.1, active). One-click install from GitHub MCP Registry for Copilot & VS Code.

What's New in v1.3

Pipe v1.3.0 builds on the multi-agent and vision work from v1.2.0:

  • Multi-agent swarms — aiswarm / aiswarmtrace / swarmagent: named agents hand a conversation off to one another via a reserved tool call, with the full message history carried forward. aiswarmstream adds live progress observation (tool calls, handoffs, reasoning, round-check callbacks to intervene mid-run) and now runs independent tool calls within a round in parallel where safe.
  • aivision** — ask a question about an image (an http(s) URL, local file, or raw bytes) via an OpenAI-compatible vision model.
  • OpenCode Zen AI provider — 6th provider, with free-tier models usable without any API key.
  • Built-in self-updater — pipe --update / --update-check fetch, checksum-verify and swap in the latest GitHub release.
  • toolcall** — direct, LLM-free invocation of a registered tool.
  • filelock / fileunlock — real cross-process advisory file locking.
  • elif keyword in if/else chains.
  • aitool: parallelsafe flag — batches of Pipe-defined fn tools can now run in parallel too, not just builtins.
  • pipe -build now supports real multi-file projects, preserving relative subdirectory paths.
  • Hardened sandbox — audit rounds 7-11: closed filesystem-write gate gaps, the wikisearch egress gap, an execwhitelist shell-injection gap, and a hard-link escape.
  • 249 builtins — 41 AI + 13 MCP + 195 standard, up from 226 in v0.9.3
  • 23 modules — MQTT, SQLite, pipe-http, pipe-web, pipe-orm, pipe-cli, and more

Quick Install

curl -fsSL https://pipe-lang.com/install.sh | bash   # Linux & macOS

Windows (PowerShell): irm https://pipe-lang.com/install.ps1 | iex

The installer downloads the latest release, verifies its SHA256 checksum and installs pipe into ~/.local/bin (or /usr/local/bin when run as root). Pin a version with PIPE_VERSION=v1.0.0. See the full install docs.

Installed copies update themselves against the latest GitHub release: pipe --update (or pipe --update-check to only look, pipe --version to show what you are on). The updater verifies the release checksum and replaces the binary in place.

Privacy & DSGVO

Pipe is DSGVO-konform / GDPR-compliant by design:

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Pipe Docs (SPR) MCP Server: common questions

Is Pipe Docs (SPR) MCP Server safe?
Mostly: it is graded B (75/100). Read the Pipe Docs (SPR) MCP Server safety report
Does Pipe Docs (SPR) MCP Server need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Pipe Docs (SPR) MCP Server maintained?
The last commit was 50 days ago (2026-09-15). The latest release is v1.1.0.
What can I use instead of Pipe Docs (SPR) MCP Server?
Servers from other publishers that do the same job: loci MCP server, Apple Rag MCP server and Context7 MCP server.
How does Pipe Docs (SPR) MCP Server compare with other Productivity MCP servers?
safety score 75/100 (higher than 40% of 1,299 Productivity servers); github stars 3 (more than 65% of 854 Productivity servers). Full comparison.

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