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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Web search and page extraction for agents, returned as readable text rather than raw JSON.
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.
TRAWLIA_API_KEY, TRAWLIA_BASE_URLValues marked secret are keys to your account. Never share them or paste them into a chat.
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": {
"trawlia": {
"command": "npx",
"args": [
"-y",
"trawlia-mcp"
],
"env": {
"TRAWLIA_API_KEY": "your-value",
"TRAWLIA_BASE_URL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add trawlia --env TRAWLIA_API_KEY=your-value --env TRAWLIA_BASE_URL=your-value -- npx -y trawlia-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"trawlia": {
"command": "npx",
"args": [
"-y",
"trawlia-mcp"
],
"env": {
"TRAWLIA_API_KEY": "your-value",
"TRAWLIA_BASE_URL": "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": {
"trawlia": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"trawlia-mcp"
],
"env": {
"TRAWLIA_API_KEY": "your-value",
"TRAWLIA_BASE_URL": "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.
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.
TRAWLIA_BASE_URL envThese 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 against the domain trawlia.co (the registry checks domain ownership)
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.
You need to fill in: TRAWLIA_API_KEY
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 months ago.
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.
Trawlia as an MCP server: news search, web search and page extraction, as two tools any MCP client can call.
Get a free key at trawlia.co/signup - 1,000 credits a month, no card.
claude mcp add trawlia --env TRAWLIA_API_KEY=twl_... -- npx -y trawlia-mcp
{
"mcpServers": { "trawlia": { "command": "npx", "args": ["-y", "trawlia-mcp"], "env": { "TRAWLIA_API_KEY": "twl_..." } } } }
trawlia_searchRanked, deduplicated results from the live web.
| Argument | Default | Notes |
|---|---|---|
query | required | Natural language, not keywords. |
search_depth | basic | basic is 1 credit and returns snippets. advanced is 2 and returns full page text. |
topic | general | news reaches news indexes and returns publication dates. |
max_results | all | Top N of the ranked list. Left out, every result found is returned, typically 20 to 60. These go into your context, so set it when the task is narrow. |
include_domains / exclude_domains | - | Host filters. Subdomains are included. |
time_range | - | day, week, month, year. |
trawlia_extractFetches URLs you already have and returns their readable content, with navigation, cookie banners and newsletter modals removed. 1 credit per 5 URLs, so pass the whole list at once.
Results come back as readable text rather than raw JSON, and carry two things a plain response would lose:
Errors are readable sentences that say whether retrying is worth it. Running out of credits says so and says not to retry; a rate limit says how long to wait.
| Operation | Credits |
|---|---|
| Basic search | 1 |
| Advanced search | 2 |
| Extraction | 1 per 5 URLs |
Charged before the work and refunded on hard failure. Full price list at trawlia.co/pricing.
Search and extraction, and nothing else. There is no crawler and no long-running job to poll. If your agent needs to walk a whole site, this is the wrong server for it.
TRAWLIA_API_KEY=twl_... node smoke.mjs
Spends a few credits against the real API and prints what a client sees: the tool list, a rendered search, a rejected parameter, and an extraction. Not in CI, because it costs money and depends on the live web.
| Variable | Required | Notes |
|---|---|---|
TRAWLIA_API_KEY | yes | A search-scoped key is enough and is what you should deploy. |
TRAWLIA_BASE_URL | no | Defaults to https://api.trawlia.co. For pointing at a local server. |