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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Search Driflyte's topic-indexed crawled web knowledge: list topics and retrieve documents.
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 …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"knowdrift": {
"command": "npx",
"args": [
"-y",
"@reneturcios/knowdrift",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add knowdrift -- npx -y @reneturcios/knowdrift mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"knowdrift": {
"command": "npx",
"args": [
"-y",
"@reneturcios/knowdrift",
"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": {
"knowdrift": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@reneturcios/knowdrift",
"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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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.
Runs on your computer; the tool list appears in your AI app after you install it.
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 with the GitHub account CloudCorpRecords, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 2 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js, Docker on your computer.
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.
knowdrift connects an MCP client to a web crawl that is organised by topic. Instead of searching the open web blindly, you first ask which topics the crawler has already covered, then pull the documents it filed under the topics that match your question. Answers come back as ranked documents drawn from pages that were actually crawled and indexed.
This package is a thin forwarding client. It speaks MCP over stdio on one side and relays each tool call to the public remote service over streamable HTTP on the other, returning whatever the remote sends back.
list-topicsTakes no arguments. Returns the names of the topics for which crawled content is currently available, so you can discover the subject areas the index covers before searching it.
searchRetrieves the documents that best match a question inside chosen topics.
| Argument | Type | Required | Notes |
|---|---|---|---|
topics | array of string | yes | One or more topic identifiers, as returned by list-topics. Only documents filed under at least one of these topics are considered. |
query | string | yes | The natural-language question used to rank documents by semantic relevance. |
topK | number | no | How many documents to return at most, from 1 to 30. Defaults to 10; results arrive sorted by descending relevance. |
npx @reneturcios/knowdrift list-topics
npx @reneturcios/knowdrift search '{"topics":["technology"],"query":"How do vector databases work?","topK":5}' npx @reneturcios/knowdrift --version
The tool subcommands accept the tool's arguments as a single JSON object string and print the first text block of the result. Exit codes are 0 on success, 1 when the call returns an error result, and 2 for usage errors.
Start the stdio server with the mcp subcommand:
npx -y @reneturcios/knowdrift mcp
MCP client configuration:
{
"mcpServers": { "knowdrift": { "command": "npx", "args": ["-y", "@reneturcios/knowdrift", "mcp"] } } }
docker run -i ghcr.io/cloudcorprecords/knowdrift
docker run --rm ghcr.io/cloudcorprecords/knowdrift search '{"topics":["technology"],"query":"What is new in quantum computing?"}'
With no arguments the container runs the stdio MCP server; any other arguments are passed to the CLI.
| Variable | Default | Purpose |
|---|---|---|
DRIFLYTE_MCP_URL | https://mcp.driflyte.com/mcp | Overrides the upstream remote MCP endpoint that calls are forwarded to. |
REQUEST_TIMEOUT_MS | 30000 | Per-request timeout for upstream calls, in milliseconds. |
No account or API key is needed: the upstream service is public. When the upstream cannot be reached or answers with an error, the tool returns an error result whose text begins with knowdrift error: rather than fabricating documents.
npm install
npm run build npm test npm run dev
The test suite runs fully offline. It drives the forwarding logic against a stubbed JSON-RPC upstream and checks the served tool list against the documented tool surface.
MIT — see LICENSE.