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ResearchTwin

Federated research discovery with S-Index metrics across a network of digital twins.

Connector by martinfrasch · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 1
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/martinfrasch-researchtwin

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Federated research discovery with S-Index metrics across a network of digital twins.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
8 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 8

Read from the source code; the running server may list different tools.

Read 8 · Look things up without changing anything.

  • discover
  • get_context
  • get_datasets
  • get_network_map
  • get_papers
  • get_profile
  • get_repos
  • list_researchers

Secrets and settings it asks for

Other settings (environment variables or headers).

  • RESEARCHTWIN_URL

Tools (8)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • discoverDiscover Research

    Search across all researchers for papers, datasets, or repositories matching a keyword. Args: query: Search keyword (e.g. 'fetal', 'machine learning', 'turbulence'). type: Optional filter — 'paper', 'dataset', or 'repo'. Leave empty to search all types. Returns matching items across all registered researchers, sorted by relevance. This is the primary tool for cross-researcher discovery.

  • get_contextGet Researcher Context

    Get comprehensive research context for a researcher including all data source metrics. Args: slug: Researcher identifier (e.g. 'martin-frasch'). Returns S-Index, paper impact, source connection status (Semantic Scholar, Google Scholar, GitHub, Figshare), dataset QIC scores, and repo QIC scores. More detailed than get_profile — use this when you need the full picture.

  • get_datasetsGet Datasets

    Get a researcher's datasets with QIC (Quality x Impact x Collaboration) scores. Args: slug: Researcher identifier. Returns Figshare datasets with DOIs, download/view counts, and QIC scores computed using FAIR-based quality assessment.

  • get_network_mapGet Network Map

    Get geographic affiliations for all researchers in the network. Returns researchers with their institutional affiliations and coordinates, sourced from ORCID and Semantic Scholar. Useful for understanding the geographic distribution of the research network.

  • get_papersGet Papers

    Get a researcher's publications with citation counts. Args: slug: Researcher identifier. Returns papers from Semantic Scholar and Google Scholar (merged, deduplicated) with titles, years, citation counts, and URLs.

  • get_profileGet Researcher Profile

    Get a researcher's profile with S-Index score and summary metrics. Args: slug: Researcher identifier (e.g. 'martin-frasch'). Use list_researchers to find valid slugs. Returns structured profile with S-Index, h-index, paper count, citation count, and links to papers/datasets/repos endpoints.

  • get_reposGet Repositories

    Get a researcher's code repositories with QIC scores. Args: slug: Researcher identifier. Returns GitHub repositories with stars, forks, language, and QIC scores computed using FAIR-based quality assessment.

  • list_researchersList Researchers

    List all researchers registered on the ResearchTwin platform. Returns researcher slugs and display names. Use a slug with other tools to explore a specific researcher's profile, papers, datasets, and repositories.

Signals

Stars
1
Forks
0
Open issues
4
Weekly downloads
31
Last commit
Sep 14, 2026 (1 month ago)
Last release
Feb 12, 2026 (8 months ago)
Last package publish
Feb 11, 2026 (8 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.martinfrasch/researchtwin
Version
0.1.1
Auth
No auth
Packages
pypi mcp-server-researchtwin
License
MIT
Repository
github.com/martinfrasch/researchtwin
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

ResearchTwin MCP server. Agent Mart. https://agentmart.dev/connectors/martinfrasch-researchtwin (last updated 2026-10-24)