ScholarMuse

io.github.TopLocalAI由 GitHub 帳號 TopLocalAI 發布v1.0.0更新於 Oct 30, 2026

Academic papers, reference verification and research data for AI agents.

發布方自己的服務：muse.space

已驗證Streamable HTTP可網頁執行知識與記憶資料與分析媒體與設計

服務詳細資訊

識別碼: io.github.TopLocalAI/scholarmuse
傳輸: Streamable HTTP
執行環境: Web executable
信任: Verified
發布於: Oct 15, 2026

安全提示

MCP 服務會接收對話中的工具呼叫請求，並可能執行外部操作。啟用前請先了解該服務能做什麼，並只授予它所需的權限。

註冊中心已驗證此條目所屬的 GitHub 帳號 TopLocalAI。這並不表明該帳號就是產品方。

SourceWeft 的檢查只涵蓋條目是否完整、端點是否回應；不審查伺服器的程式碼，也不審查其工具的行為。

在 README 中新增徽章

向讀者展示該 MCP 服務已收錄於 SourceWeft，徽章連結到本頁。

[![Listed on SourceWeft](https://sourceweft.com/badge/mcp/io.github.TopLocalAI%2Fscholarmuse.svg)](https://sourceweft.com/mcp/io.github.TopLocalAI%2Fscholarmuse?utm_source=readme&utm_medium=badge)

概覽

AI 產生的概覽

託管型 MCP 端點，讓 AI 助理檢索學術論文、核驗參考文獻、查詢研究資料集與補助，並使用科學圖表工具。

可以做什麼: 檢索學術文獻並回傳 DOI 與來源連結
核驗參考文獻是否真實存在，並標示撤稿資訊
查詢研究資料集、補助計畫以及生物與化學資訊
建立與編輯科學圖表，產生圖表資產
列出可用能力並查詢帳戶的點數餘額
適用情境: 適合需要尋找學術論文、確認引用是否真實或已被撤稿、查找補助與資料集，或產製科學圖表的情境，不必逐一串接各個研究資料來源。
執行需求: 遠端 Streamable HTTP 端點，使用 OAuth 瀏覽器登入（自動探索與動態用戶端註冊）；未宣告任何 API 金鑰或環境變數。需要 ScholarMuse 帳戶，資料呼叫與圖表功能會消耗點數。

安裝前請注意

這是付費的免費增值服務：資料呼叫消耗點數，圖表產生需 100 點且須付費方案或點數包，批次核驗依項目數量計費。圖表功能會產生資產並扣點，應先取得明確同意；付費呼叫不應自動重試。查詢內容與結果會傳送至第三方託管服務。

安裝

在 SourceWeft 中

開啟儀表板中的 ScholarMuse，將其新增到工作區。
連接所需的憑證。它們會被私密儲存，絕不會在公開頁面上展示。
為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.TopLocalAI%2Fscholarmuse/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。客戶端會在首次連接時完成 OAuth 登入。

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

README

ScholarMuse MCP

[ScholarMuse]

Academic research tools for the AI agent you already use.

ScholarMuse connects AI agents to academic papers, reference verification, research datasets, grants, biological and chemical information, and scientific figure tools through one remote MCP endpoint. It provides access to 50+ research sources; upstream availability varies.

Website: https://scholarmuse.ai
Remote MCP: https://scholarmuse.ai/mcp
Transport: Streamable HTTP
Authentication: OAuth browser sign-in, with automatic discovery and dynamic client registration. No shared tokens or upstream API keys are included in this repository.
Docs: https://scholarmuse.ai/docs
Setup guides: https://scholarmuse.ai/connect
Privacy: https://scholarmuse.ai/privacy
Terms: https://scholarmuse.ai/terms
Support: [email protected]

This repository contains public connection manifests, documentation and branding for the hosted service. The hosted service implementation is not included.

Gemini CLI

Complete the browser sign-in when prompted. If needed, use /mcp auth scholarmuse to start authentication. The extension does not bypass tool confirmation.

Cursor, Claude and other MCP clients

Add https://scholarmuse.ai/mcp as a remote Streamable HTTP MCP server and complete OAuth sign-in. See the client-specific setup guides for exact steps. The root plugin.json and mcp.json implement Agent Plugins 1.0.0; .cursor-plugin/plugin.json and .mcp.json provide Cursor-compatible metadata.

Example requests

Find recent papers about CRISPR delivery and return their DOIs and source links.
Check whether these references are real and flag retraction information when available.
Find NIH or NSF grants related to solid-state batteries.
Retrieve a protein structure or research dataset and cite its original source.

Start with list_capabilities to inspect available tools and get_balance to check credits. Both are free. Most research data tools are read-only; figure creation and editing create generated assets and consume credits. Ask for explicit user approval before paid figure work.

Pricing and limits

ScholarMuse is a hosted freemium service. Data calls generally cost 1–2 credits; batch verification costs depend on item count. New accounts receive 300 trial credits valid for 30 days, and free accounts receive 30 credits per month. Figure generation costs 100 credits and requires a paid plan or credit pack. Check current pricing and the per-tool costs before use.

If credits are insufficient, the server returns structured details and a top-up link. Do not retry paid calls automatically. Upstream failures and partial results must be surfaced accurately with source attribution.