Syntology

ai.syntologyPublished by syntology.aiOfficial publisherv1.0.1Updated Oct 24, 2026

Provenance-tagged knowledge graph of AI/ML research: papers, citations, methods, code.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryAI & ML

Overview

AI-generated overview

Remote MCP server exposing a provenance-tagged knowledge graph of AI/ML research — papers, citations, methods and code — to an assistant.

What you can do
  • Query a knowledge graph of AI/ML research covering papers, citations, methods and code.
  • Retrieve provenance-tagged records so results can be traced to their sources.
  • Explore connections between papers, the methods they use and related code.
  • No individual tools are listed in the manifest, so exact operations are not documented here.
When to use it
Useful when an assistant needs structured, source-attributed information about AI/ML literature — for example tracing citations, finding methods behind a paper, or locating related code — rather than open web search.
Requirements
Remote streamable HTTP endpoint at syntology.ai; no local package. OAuth is required, sent as an Authorization header. A free trial bearer token can be obtained without signup (limited queries, short expiry), or a full OAuth 2.0 client-credentials flow can be used.
Before you install
An Authorization bearer token is required and must be kept private. The free trial token is limited to a small number of queries and expires quickly, so sustained use needs the OAuth client-credentials flow. Queries and any credentials are sent to the third-party provider.

Installation

In SourceWeft

  1. Open Syntology in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. 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/ai.syntology%2Fgraph/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. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "syntology": {
      "type": "http",
      "url": "https://syntology.ai/mcp"
    }
  }
}

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.1LatestSep 16, 2026

Score

56% 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 listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • 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.