ScholarMuse

io.github.TopLocalAI由 GitHub 账号 TopLocalAI 发布v1.0.0更新于 Oct 30, 2026

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

发布方自己的服务：muse.space

已验证Streamable HTTP可网页运行知识与记忆数据与分析媒体与设计

服务详情

标识符: io.github.TopLocalAI/scholarmuse
传输: Streamable HTTP
运行时: Web executable
信任: Verified
发布于: Oct 15, 2026

安全提示

MCP 服务会接收对话中的工具调用请求，并可能执行外部操作。启用前请先了解该服务能做什么，并只授予它所需的权限。

注册中心已验证此条目所属的 GitHub 账号 TopLocalAI。这并不表明该账号就是产品方。

SourceWeft 的检查只涵盖条目是否完整、端点是否响应；不审查服务器的代码，也不审查其工具的行为。

在 README 中添加徽章

向读者展示该 MCP 服务已收录于 SourceWeft，徽章链接到本页。

[![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)

概览

AI 生成的概览

托管型 MCP 端点，让 AI 助手检索学术论文、核验参考文献、查询科研数据集与基金，并使用科学图表工具。

可以做什么: 检索学术文献并返回 DOI 与来源链接
核验参考文献是否真实存在，并标注撤稿信息
查询科研数据集、基金项目以及生物与化学信息
创建和编辑科学图表，生成图表资产
列出可用能力并查询账户的积分余额
适用场景: 适合需要查找学术论文、核实引用是否真实或已被撤稿、查找基金资助与数据集，或生成科学图表的场景，无需逐一接入各个研究数据源。
运行要求: 远程 Streamable HTTP 端点，使用 OAuth 浏览器登录（自动发现与动态客户端注册）；未声明任何 API 密钥或环境变量。需要 ScholarMuse 账户，数据调用与图表功能会消耗积分。

安装前请注意

这是付费的免费增值服务：数据调用消耗积分，图表生成需 100 积分且要求付费方案或积分包，批量核验按条目数计费。图表功能会生成资产并扣费，应先取得明确同意；付费调用不应自动重试。查询内容与结果会发送至第三方托管服务。

安装

在 SourceWeft 中

打开控制台中的 ScholarMuse，将其添加到工作区。
连接所需的凭据。它们会被私密存储，绝不会在公开页面上展示。
为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.TopLocalAI%2Fscholarmuse/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。客户端会在首次连接时完成 OAuth 登录。

{
  "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.