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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels, 20.2% fewer tokens.
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.
SERPDIVE_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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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.serpdive.com/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"serpdive": {
"command": "npx",
"args": [
"-y",
"serpdive-mcp"
],
"env": {
"SERPDIVE_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http serpdive https://mcp.serpdive.com/mcpclaude mcp add serpdive --env SERPDIVE_API_KEY=your-value -- npx -y serpdive-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"serpdive": {
"url": "https://mcp.serpdive.com/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"serpdive": {
"command": "npx",
"args": [
"-y",
"serpdive-mcp"
],
"env": {
"SERPDIVE_API_KEY": "your-value"
}
}
}
}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": {
"serpdive": {
"type": "http",
"url": "https://mcp.serpdive.com/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"serpdive": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"serpdive-mcp"
],
"env": {
"SERPDIVE_API_KEY": "your-value"
}
}
}
}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.serpdive.com/mcpMenu 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 serpdive.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.
You need to fill in: SERPDIVE_API_KEY
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.1.4) reached the registry 4 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.
Give any MCP client real-time web search with answer-ready results. SERPdive is the AI Search API: ask a question, get the actual content of the best pages, extracted, cleaned, and sized for an LLM. On a public, replayable 1,000-question benchmark, SERPdive runs at the same speed as Tavily, feeds your LLM 20.2% fewer tokens, and wins 60.7% of decided quality duels. If you are evaluating Tavily alternatives, that benchmark is public and replayable end to end: same questions, same judge, your machine.
There is a free tier, and it has no ceiling. The krill model is free and unlimited under fair use — no card, no credits, nothing to decrement. It returns the shortest set of sentences that still answers (about 700 tokens a search, roughly half what the usual alternatives send), one request at a time, at low priority. Use it to build; switch one word to mako when you need depth and steady latency.
One tool, serpdive_search. Two ways to run it:
https://mcp.serpdive.com, nothing to install.npx -y serpdive-mcp, stdio, zero dependencies.Get a free API key at serpdive.com/dashboard/keys (no card required).
claude mcp add --transport http serpdive https://mcp.serpdive.com \
--header "Authorization: Bearer sd_live_YOUR_KEY"
{
"mcpServers": { "serpdive": { "url": "https://mcp.serpdive.com/?key=sd_live_YOUR_KEY" } } }
Both https://mcp.serpdive.com/ and https://mcp.serpdive.com/mcp answer, so either URL shape works.
Add to claude_desktop_config.json (Settings > Developer > Edit Config):
{
"mcpServers": { "serpdive": { "command": "npx", "args": ["-y", "serpdive-mcp"], "env": { "SERPDIVE_API_KEY": "sd_live_YOUR_KEY" } } } }
claude mcp add serpdive --env SERPDIVE_API_KEY=sd_live_YOUR_KEY -- npx -y serpdive-mcp
{
"mcpServers": { "serpdive": { "command": "npx", "args": ["-y", "serpdive-mcp"], "env": { "SERPDIVE_API_KEY": "sd_live_YOUR_KEY" } } } }
serpdive_search(query, model?, max_results?)
| Argument | Type | Description | |
|---|---|---|---|
query | string, required | The search, in any language. Localization is automatic. | |
model | "mako" \ | "moby" | mako (default): the fact-carrying sentences of each page, fast. moby: full page text — slower (~1s more) and several times more tokens; use only when mako's key sentences are insufficient (long-document analysis, deep research). |
max_results | integer, 1-10 | Cap on delivered results. Omit for the engine's calibrated mix. |
The response is the raw SERPdive JSON: query, model, response_time_ms, optional extra_info, and results as [{ url, title, date?, content }]. Failed searches are never billed.
There is no answer argument here, on purpose. Over MCP the consumer is always an LLM, which can write its own answer from the extracted content — a second, server-side synthesis costs a round-trip on every search and buys nothing. The API still offers answer: true for callers that are not models.
A mako search costs 1 credit, moby 1.5. Every account gets free monthly credits, no card required. Full reference: serpdive.com/docs.
MIT