Protoperfect Labs

io.protoperfectPublished by protoperfect.ioOfficial publisherv1.0.0Updated Oct 26, 2026

Search and read Protoperfect Labs research, documentation and glossary. Read-only.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingKnowledge & Memory

Overview

AI-generated overview

Read-only access to Protoperfect Labs research papers, documentation, blueprints and glossary through search, listing and page retrieval tools.

What you can do
  • Search research papers, documentation and blueprints, with every query word required and up to 12 matches with best section and snippet
  • List public pages with titles, URLs and summaries, optionally limited to research, documentation or company sections
  • Fetch any public protoperfect.io page as Markdown by path or full URL, including papers, glossary, FAQ, Studio, Games, About and legal pages
  • Look up glossary definitions of terms with category, related terms and the covering paper, with close-match suggestions
When to use it
Useful when you want an assistant to answer questions from Protoperfect's published material, cite its papers or blueprints, or resolve its specific terminology without browsing the site manually.
Requirements
Remote streamable HTTP endpoint at protoperfect.io; no packages, environment variables, headers or authentication are declared.
Before you install
Read-only per the registry description; content is limited to public protoperfect.io pages, and search requires every query word to appear, so results may be sparse for loosely worded queries.

Installation

In SourceWeft

  1. Open Protoperfect Labs in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.protoperfect%2Flabs/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "protoperfect-labs": {
      "type": "http",
      "url": "https://protoperfect.io/api/mcp"
    }
  }
}

Tools

4

search_documents

Search the research library

Search Protoperfect Labs research papers, documentation and blueprints. Every word of the query must appear. Returns up to 12 matches with the best-matching section and a snippet.

Parametersqueryrequired

get_document

Read a page as Markdown

Return any public protoperfect.io page as Markdown: research papers, documentation, the glossary and its terms, the FAQ, Studio, Games, About and the legal pages. Pass a path such as /research/warranted-agency or a full protoperfect.io URL.

Parameterspathrequired

list_documents

List pages

List public pages with their titles, URLs and summaries. Optionally limit to one section: research (papers and case studies), documentation (architecture, blueprints, glossary, FAQ) or company (home, Studio, Games, About and the other hand-built pages).

Parameterssection

define_term

Look up a glossary term

Return the Protoperfect glossary definition of a term (for example "Warranted Agency" or "Context Window"), with its category, related terms and the paper that covers it. Suggests close matches when there is no exact term.

Parameterstermrequired

Version history

1
  1. v1.0.0LatestOct 18, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.