Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://mcp.scispot.io/Run this in your terminal
claude mcp add --transport http scispot https://mcp.scispot.io/Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"scispot": {
"url": "https://mcp.scispot.io/"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"scispot": {
"type": "http",
"url": "https://mcp.scispot.io/"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.scispot.io/Menu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain scispot.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 8 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
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.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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_
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