Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://mcp.scispot.io/在终端中运行这条命令
claude mcp add --transport http scispot https://mcp.scispot.io/粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"scispot": {
"url": "https://mcp.scispot.io/"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"scispot": {
"type": "http",
"url": "https://mcp.scispot.io/"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://mcp.scispot.io/菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过域名 scispot.io 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.0)于8个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Connect Claude, Cursor, or another MCP client to your Scispot lab workspace — query Labsheets, manage ELN experiments, protocols, documentation, storage locations, manifests, and more, all through natural language.
This repository is also a Cursor plugin. It connects Cursor's agent to Scispot's hosted MCP server at https://mcp.scispot.io/ (streamable HTTP).
Or run /add-plugin scispot in chat.
The plugin adds this MCP server:
{
"mcpServers": { "scispot": { "type": "http", "url": "https://mcp.scispot.io/" } } }
Start with a read-only request such as "List my Scispot Labsheets" to confirm the connection.
Start with read-only requests. Review the data and the planned action before you approve a write.
For important records, ask the agent to summarize the proposed changes before it creates or updates data. Review the resulting record in Scispot after the action completes.
Eight tools are marked destructive because they overwrite existing rows or page content: update_labsheet_rows, update_labsheet_rows_by_id_column, write_to_experiment, write_to_protocol, write_to_documentation, and link_manifest_to_* (when position is replace).
For regulated workflows, make sure your use of Cursor and its data handling meets your organization's validation, review, and approval requirements.
The Scispot MCP Server is a remote Model Context Protocol (MCP) server that integrates Scispot's Lab Operating System with AI assistants like Claude. It provides 55 tools spanning Labsheet data management, Electronic Lab Notebook (ELN) operations, inventory/storage lookups, Labflow sample tracking, and Jazz apps. The server runs as an AWS Lambda function and authenticates via OAuth 2.0 with PKCE.
Use the MCP Server when you want an AI assistant to work with Scispot conversationally. Use the REST API when you build a programmatic integration or automation.
You need:
The MCP Server uses https://mcp.scispot.io.
The MCP Server respects your existing Scispot permissions. You can access only the data and actions that your Scispot account allows.
Web connectors use OAuth. Sign in with your Scispot account when the client asks you to authorize the connection.
Use Claude.ai's custom connector flow. Sign in with your Scispot account when prompted.
Test the connection with a read-only request such as: "List my Scispot Labsheets."
Claude Code supports remote MCP servers over HTTP. Add Scispot as an HTTP MCP server, then authenticate in the client.
claude mcp add --transport http scispot-mcp https://mcp.scispot.io/
claude command./mcp to check your MCP connections.Test the connection with a read-only request such as: "List my Scispot Labsheets."
You can connect other clients that support remote HTTP MCP servers. The exact labels vary by client.
https://mcp.scispot.io.Contact Customer Success at cs@scispot.io if your client cannot complete the OAuth flow or does not support custom HTTP headers.
Start with read-only requests. Review the data and the planned action before you approve a write.
For important records, ask the AI to summarize the proposed changes before it creates or updates data. Review the resulting record in Scispot after the action completes.
Tools that change data require the same permissions as the equivalent action in Scispot. Eight tools are marked destructive because they overwrite existing rows or page content: update_labsheet_rows, update_labsheet_rows_by_id_column, write_to_experiment, write_to_protocol, write_to_documentation, and link_manifest_to_* (when position is replace).
For regulated workflows, make sure your use of the AI client and its data handling meets your organization's validation, review, and approval requirements.
Verify that you entered https://mcp.scispot.io exactly.
Contact Customer Success at cs@scispot.io if you cannot authenticate.
The MCP Server uses your Scispot permissions. Confirm that you can complete the same action in Scispot with your account.
Do not approve the action. Ask the AI to explain the proposed change, then verify the target records in Scispot before you continue.
User prompt: "Show me all the Labsheets in my workspace, then find the schema for the 'Cell Lines' Labsheet and search for rows where the Status column equals 'Active'."
What happens:
list_labsheets to return all available Labsheetsget_labsheet_schema for "Cell Lines" to discover column names and typessearch_labsheet_rows with a mandatory filter on the Status columnUser prompt: "Create a new experiment called 'Western Blot Optimization Round 3' in the 'Protein Lab' Labspace, then write a summary of the protocol steps I'll be using."
What happens:
list_labspaces to confirm "Protein Lab" exists and get its locationcreate_experiment_stub with the name and locationwrite_to_experiment to append the protocol summary as HTML contentUser prompt: "Find all samples in the 'Reagent Inventory' Labsheet where the Lot Number is 'LOT-2025-001', link them to the 'Sample Preparation v2' protocol in the 'QC Lab' Labspace, and add a structured section to the protocol documenting the linked samples."
What happens:
search_labsheet_rows to find matching rows in "Reagent Inventory"link_labsheet_to_protocol to create traceability links between the rows and the protocolwrite_to_protocol with content_type='json' and a structured elements array containing a section header and text descriptionsUser prompt: "Show me all storage locations in my workspace, then look up the manifest with barcode 'PLT-00142'."
What happens:
list_locations to return all root-level storage locations (freezers, rooms, cabinets)get_manifest with the barcode to fetch the plate/container details including all wells or slotsUser prompt: "List all Labspaces, then show me the protocols in the 'Genomics' Labspace, and read the full content of the 'DNA Extraction SOP' protocol."
What happens:
list_labspaces to discover available Labspaceslist_protocols with location "Genomics" to list all protocolsget_protocol by name to fetch the full protocol contentTools below match the production server at https://mcp.scispot.io/ (55 tools). Destructive follows the server's destructiveHint: those calls can overwrite existing rows or page content.
| Tool | Description |
|---|---|
list_labsheets | List all Labsheets in the workspace |
get_labsheet_schema | Get column definitions for a Labsheet |
search_labsheet_rows | Search and filter Labsheet rows |
get_labsheet_row | Fetch a single row by UUID |
get_labsheet_row_by_id | Fetch a single row by its ID column value |
list_labsheet_folders | List Labsheet folders, or the Labsheets in a folder |
get_image_thumbnail | Download a row's image thumbnail |
list_labspaces | List all ELN Labspaces |
get_labspace | Fetch a Labspace by name |
get_labspace_folder | Fetch an ELN folder by name or UUID |
list_experiments | List experiments in a folder or location |
list_experiment_page_templates | List experiment templates available when creating an experiment |
get_experiment | Fetch full experiment content |
list_protocols | List protocols in a folder or location |
list_protocol_page_templates | List protocol templates available when creating a protocol |
get_protocol | Fetch full protocol content |
list_documentations | List documentation entries in a folder or location |
list_documentation_page_templates | List documentation templates available when creating an entry |
| `get_
只显示了开头部分;其余内容请在仓库中阅读