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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Hosted 3GPP MCP server for Rel-15–20 TS/TR search. Index stays current.
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://api.3gppscout.com/mcp/Run this in your terminal
claude mcp add --transport http scout https://api.3gppscout.com/mcp/Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"scout": {
"url": "https://api.3gppscout.com/mcp/"
}
}
}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": {
"scout": {
"type": "http",
"url": "https://api.3gppscout.com/mcp/"
}
}
}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://api.3gppscout.com/mcp/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 7, 2026
The registry name was verified against the domain 3gppscout.com (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 (1.2.1) reached the registry 2 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.
3GPP Scout is a hosted 3GPP MCP server. It makes 3GPP technical specifications (TS and TR) searchable from Cursor, Claude, Codex, and other MCP clients: 5G NR, LTE, RAN, and 5G core, Rel-15 through Rel-20.
You do not download the 3GPP FTP archive, parse Word files, or run a local SQLite index. Connect to the remote Model Context Protocol endpoint and search.
MCP endpoint: https://api.3gppscout.com/mcp/ (Streamable HTTP, OAuth 2.1)
This repository is the public listing and integration page for the 3GPP Scout MCP Server. There is nothing here to go run or npx. If you want a 3GPP MCP server without self-hosting, this is that product. See License and the hosted service.
3GPP specifications are hard for LLMs to use from training data alone. There are thousands of TS/TR documents. A single spec such as TS 38.331 (NR RRC) or TS 23.501 (5G system architecture) can run hundreds of pages. Releases diverge. Tables and figures carry the protocol.
A self-hosted 3GPP MCP typically means: scrape the 3GPP archive, convert .docx, build a local database, and keep it current yourself. Scout runs that index as a service. New and revised 3GPP specs are ingested into the live search index as 3GPP publishes them.
The production corpus is Rel-15 through Rel-20 (8,700+ document versions, 1.3M+ sections). It is not a Rel-15 + Rel-19 subset.
Specifications. Semantic search over the published TS/TR set, including:
Filter by release (Rel-18, Rel-19, ...), document number (38.331, 23.501, 36.300), series, TS vs TR, or section. Image search covers figures, diagrams, and tables extracted from the specs.
Meeting documents and decisions. Search and read TDocs (meeting contributions, change requests, liaison statements) with status and quoted proposals, list meetings and what each one agreed, approved, noted or rejected, and summarize which companies argued for or against a proposal. The TDoc catalog currently covers RAN1, RAN2, RAN3, RAN4 and SA2, and grows as meetings are processed. The skill guide below lists the current coverage.
Supporting sources. IETF RFC passages that 3GPP specs depend on, with the 3GPP clauses that cite them, and telecom industry news.
Results carry citations: specification number, version, release and section for spec text, and TDoc number and meeting for contributions.
Citations from the hosted chat app link to the specification's folder on the 3GPP FTP archive, not to a sentence-level PDF deep-link.
Official registry name: com.3gppscout/scout
Merge into .cursor/mcp.json:
{
"mcpServers": { "3gpp-scout": { "url": "https://api.3gppscout.com/mcp/" } } }
Enable 3gpp-scout under Cursor Settings > Tools & MCP. The first tool call opens a browser for OAuth. Do not put a Scout API key in the MCP config.
claude mcp add --transport http --scope user 3gpp-scout https://api.3gppscout.com/mcp/
Then /mcp and connect 3gpp-scout.
Install 3GPP Scout from the ChatGPT plugin directory. It signs in with your Scout account and works in ChatGPT and Codex.
codex plugin marketplace add carrotlabsai/3gpp-scout-mcp
codex plugin add 3gpp-scout@3gpp-scout
In the ChatGPT desktop app, open Plugins, add the plugin marketplace carrotlabsai/3gpp-scout-mcp, choose 3GPP Scout and install. Sign in with your Scout account when asked. The plugin bundles the hosted MCP server and a short skill; it lives in plugins/3gpp-scout.
codex mcp add 3gpp-scout --url https://api.3gppscout.com/mcp/
codex mcp login 3gpp-scout
Call list_documents_documents_get with doc_number=38.331 and release=Rel-19. You should see indexed versions of TS 38.331. Do not list the entire corpus as a health check.
Setup prompt for agents: api.3gppscout.com/agent-setup/prompt.md
These are the tools the live server lists today. Names are the exact strings your client sees.
| Group | Tools |
|---|---|
| Specification search | search_text_search_text_post (text, by meaning and by exact values such as numbers and parameter names), search_images_search_images_post (figures and diagrams), search_combined_search_combined_post (text and figures together) |
| Specification reading | list_documents_documents_get, get_document_documents, list_sections_sections_toc_get (table of contents), get_sections_sections_get, get_sections_batch (up to 10 clauses in one call) |
| IETF RFCs | search_ietf_rfcs, get_rfc_section |
| TDocs | search_tdocs, get_tdoc, get_tdocs_batch (up to 10), list_tdocs, fetch_tdoc (fetch and parse one public TDoc on demand) |
| Meetings and decisions | list_meetings, get_meeting, list_meeting_decisions |
| Companies and positions | resolve_organization, get_organization, get_company_positions, search_positions |
| News | search_news |
| Follow topics (signed-in user) | find_topics_to_follow, list_followed_topics, get_followed_topic_updates, follow_topic, update_followed_topic, unfollow_topic |
| Private preview | compare_proposal, get_proposal_comparison, follow_patent |
Search and read tools are read-only. follow_topic, update_followed_topic, unfollow_topic and follow_patent change the signed-in user's Scout account, and fetch_tdoc may download a public TDoc into Scout's catalog. Tool names and parameters can change; the skill guide is the current reference.
Full agent skill (parameters, filters, workflows): api.3gppscout.com/skill.md. ClawHub listing: chriscarrotlabs/3gpp-scout.
REST with an API key (same corpus): api.3gppscout.com/docs
Is there a hosted 3GPP MCP server? Yes. 3GPP Scout at https://api.3gppscout.com/mcp/. Product page: 3gppscout.com/mcp.
Do I need to self-host an MCP server for 3GPP specs? No. Scout is a remote MCP server operated by Carrot Labs.
How do I give Cursor or Claude access to 3GPP specifications? Add the Streamable HTTP URL above. OAuth on first use. No local 3GPP MCP install.
Which 3GPP releases? Rel-15 through Rel-20, the published TS/TR set. The index stays current as 3GPP publishes.
Is this an official 3GPP or ETSI product? No. 3GPP Scout is independent. It is not affiliated with, endorsed by, or a partner of 3GPP or ETSI.
The free Explorer tier includes 150 MCP/API requests per UTC calendar month, no card needed. Founding Engineer is $8/month for 1,000. Hosted chat at app.3gppscout.com uses separate prepaid credits.
Sign up: dashboard.3gppscout.com
| File | What it is |
|---|---|
README.md | Integration and discovery (this page) |
LICENSE | MIT license for the files in this repository |
server.json | Public MCP Registry metadata (remote server only) |
glama.json | Maintainer claim file for the Glama directory |
SKILL.md | Short agent skill that points at the hosted server |
llms.txt | Same facts in agent-readable form |
.agents/plugins/marketplace.json | Codex and ChatGPT desktop plugin marketplace |
plugins/3gpp-scout/ | The 3GPP Scout plugin (MCP server wiring and skill) |
server.json is discovery metadata. It does not contain credentials, prompts, or the search implementation. Do not open issues asking for the private monorepo or a self-host package. That is not what this repo is.
The 3GPP Scout hosted service, its search index and its data are proprietary to Carrot Labs AI, Inc. The files in this repository (listing metadata, plugin wiring, the skill and the documentation) are licensed under the MIT License. The server implementation is not included.