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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
MCP server for web search and page extraction across the free tiers of several providers
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
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"search-rotation": {
"command": "npx",
"args": [
"-y",
"search-rotation"
]
}
}
}Run this in your terminal
claude mcp add search-rotation -- npx -y search-rotationPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"search-rotation": {
"command": "npx",
"args": [
"-y",
"search-rotation"
]
}
}
}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": {
"search-rotation": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"search-rotation"
]
}
}
}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.
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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 7, 2026
The registry name was verified with the GitHub account robin-bially, 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 (0.6.0) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js 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.
One MCP server for web search and page extraction across multiple providers.
Built by Robin Bially.
Rotate across available quotas, automatically fail over when a provider is unavailable, and return consistent results to your AI assistant. A local dashboard lets you manage API keys, reorder engines, check quotas, and inspect request history.
*Actual dashboard UI, shown in English with illustrative demo data. Calls and provider budgets are displayed separately; activity bars offer time-window and per-engine details.*
npx -y search-rotation --http --open
Requires Node.js 20.3+. For MCP over stdio, configure your client to run npx -y search-rotation with no arguments. The server is also listed in the official MCP Registry as io.github.robin-bially/search-rotation.
brew install robin-bially/tap/search-rotation
search-rotation --http --open
Homebrew installs the required Node.js runtime. For MCP over stdio, configure your client to run search-rotation with no arguments. See the Homebrew tap for upgrades and details.
npx -y --allow-git=all github:robin-bially/search-rotation-mcp#v0.6.0
Use this when you want a fixed version instead of the current npm release.
Add your provider keys in the dashboard, then connect your assistant using the [MCP client setup guide](docs/clients.md) for Codex, Claude, Cursor, or OpenCode.
Providers: Tavily · Firecrawl · Parallel · Exa · You.com · Google PSE · Jina Reader · DuckDuckGo HTML. Keyless access and quota accounting vary by provider.
search_web · fetch_url · get_engine_status · update_engine_config · open_dashboard
Every name pairs an action with its target. update_engine_config covers what the dashboard's engine list does: enable and disable engines, set the search and fetch rotation order, and set monthly or daily limits per engine. API keys stay in the dashboard. If your client keeps an allowlist of tool names, replace the earlier web_search and engine_status entries there.
searchOrder and fetchOrder must list every search- or fetch-capable engine exactly once. After an upgrade that adds an engine, include its id; the tool names missing ids and writes nothing otherwise.
The dashboard's MCP Tools tab explains each tool, its parameters, and copyable example calls.
*Actual dashboard UI, shown in English.*
search_web accepts the following arguments:
| Parameter | Meaning |
|---|---|
query | Required search text. |
numResults | Optional result count, 1–20; otherwise the dashboard setting applies. |
engine | Preferred provider, subject to time-filter support and availability; failover stays enabled. |
timeRange | day, week, month, or year: UTC date window starting 1, 7, 30, or 365 days ago, through today. |
startDate | Optional lower date bound in YYYY-MM-DD format. |
endDate | Optional upper date bound in YYYY-MM-DD format. |
Use either timeRange or explicit dates. One-sided bounds and equal start/end dates are allowed; invalid calendar dates, reversed bounds, and mixing relative and explicit filters are rejected before any provider request.
{"name":"search_web","arguments":{"query":"AI inference research","timeRange":"week","numResults":5}}
{"name":"search_web","arguments":{"query":"AI inference research","startDate":"2026-08-01","endDate":"2026-08-31"}}
Relative windows are resolved once per request into UTC dates, including across failover. These are date filters, not exact rolling 24-hour windows; month and year mean 30 and 365 days, not calendar arithmetic. Exa receives the start of the first UTC day and the end of the last UTC day.
| Provider / access | Relative window | Two date bounds | One date bound |
|---|---|---|---|
| Tavily, with or without key | Yes | Yes | Yes |
| Firecrawl, with or without key | Yes | Yes | Skipped |
| Exa, direct API with key | Yes | Yes | Yes |
| Exa, hosted MCP without key | Skipped | Skipped | Skipped |
| You.com, with or without key | Yes | Yes | Skipped |
| Parallel, either access mode | Skipped | Skipped | Skipped |
| Google PSE / DuckDuckGo HTML | Skipped | Skipped | Skipped |
This table describes implemented support in search-rotation, not every upstream feature. Tavily receives start_date / end_date, Firecrawl receives a custom tbs range, Exa receives startPublishedDate / endPublishedDate, and You.com receives a freshness range in YYYY-MM-DDtoYYYY-MM-DD form. Firecrawl and You.com are conservatively excluded for one-sided dates; the other skipped paths have no implemented date mapping.
The router excludes incompatible providers before quota checks and rotation, including when an incompatible engine is preferred. Each eligible provider pool has its own rotation cursor, so mixing filtered and unfiltered searches does not starve providers. Existing quota priorities, cooldowns, strict-free rules, and failover apply within that pool. If no compatible provider is available, the search fails explicitly; it never retries without the filter. Searches without time arguments retain access to all otherwise eligible providers.
Results show a publication date when supplied by the adapter, and request history includes the requested period. Provider date metadata can be estimated or missing: Tavily filters publication or update dates, Exa filters estimated publication dates, and Firecrawl uses its search index's date interpretation. Exact boundary inclusion follows the provider; this is not an independent verification of each page's publication date. See the Tavily, Firecrawl, and Exa references.
After updating, reconnect your MCP client to load the new tool schema.
VERSION=0.4.10 ./scripts/release.sh --publish
The script checks the package (npm ci, build, tests, npm run smoke:package), bumps the version, points the document pins at it, commits and tags, packs the tarball with its checksum, creates the GitHub release, updates the formula in robin-bially/homebrew-tap and finally waits until the npm registry serves the new version. Without --publish it only prepares the artifacts in .build/releases; --dry-run checks the prerequisites, --draft creates a draft release and --force tolerates a dirty tree. The tap is cloned temporarily when TAP_DIR is not set, so a fresh checkout is enough.
Publishing to npm happens in .github/workflows/publish.yml through trusted publishing once the GitHub release is published, so the script itself needs no npm credentials. The workflow requires a trusted publisher for search-rotation on npmjs.com that points at this repository and publish.yml.
The same workflow registers the version in the official MCP Registry from server.json. Distribution & listings tracks every channel, who keeps it current, and what each one still needs.
Client setup · Operations & configuration (DE) · Distribution & listings · Releases · CI · MIT license