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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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 (Brave) and SSRF-safe page fetching, extraction and comparison for agents
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.
BRAVE_SEARCH_API_KEY, WEB_RESEARCH_SEARCH_PROVIDER, USER_AGENT, SEARCH_CACHE_TTL, PAGE_CACHE_TTL, FETCH_TIMEOUT_MS, MAX_HTML_SIZEValues 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": {
"web-research": {
"command": "npx",
"args": [
"-y",
"@opafex/mcp-web-research"
],
"env": {
"BRAVE_SEARCH_API_KEY": "your-value",
"WEB_RESEARCH_SEARCH_PROVIDER": "your-value",
"USER_AGENT": "your-value",
"SEARCH_CACHE_TTL": "your-value",
"PAGE_CACHE_TTL": "your-value",
"FETCH_TIMEOUT_MS": "your-value",
"MAX_HTML_SIZE": "your-value"
}
}
}
}Run this in your terminal
claude mcp add web-research --env BRAVE_SEARCH_API_KEY=your-value --env WEB_RESEARCH_SEARCH_PROVIDER=your-value --env USER_AGENT=your-value --env SEARCH_CACHE_TTL=your-value --env PAGE_CACHE_TTL=your-value --env FETCH_TIMEOUT_MS=your-value --env MAX_HTML_SIZE=your-value -- npx -y @opafex/mcp-web-researchFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"web-research": {
"command": "npx",
"args": [
"-y",
"@opafex/mcp-web-research"
],
"env": {
"BRAVE_SEARCH_API_KEY": "your-value",
"WEB_RESEARCH_SEARCH_PROVIDER": "your-value",
"USER_AGENT": "your-value",
"SEARCH_CACHE_TTL": "your-value",
"PAGE_CACHE_TTL": "your-value",
"FETCH_TIMEOUT_MS": "your-value",
"MAX_HTML_SIZE": "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": {
"web-research": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@opafex/mcp-web-research"
],
"env": {
"BRAVE_SEARCH_API_KEY": "your-value",
"WEB_RESEARCH_SEARCH_PROVIDER": "your-value",
"USER_AGENT": "your-value",
"SEARCH_CACHE_TTL": "your-value",
"PAGE_CACHE_TTL": "your-value",
"FETCH_TIMEOUT_MS": "your-value",
"MAX_HTML_SIZE": "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.
WEB_RESEARCH_SEARCH_PROVIDER envUSER_AGENT envSEARCH_CACHE_TTL envPAGE_CACHE_TTL envFETCH_TIMEOUT_MS envMAX_HTML_SIZE 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 with the GitHub account opafex, 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.
You need to fill in: BRAVE_SEARCH_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 14 days 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.
MCP server for web research — search the web, fetch pages as clean text, pull named sections out of a page, compare pages side by side, and run a two-stage "search then read the top results" pass.
No LLM is involved: research_topic and compare_pages organise extracted text, they do not generate it. Every page fetch is SSRF-checked, including every redirect hop.
Search uses the Brave Search API (free tier available). Without a key, the four page tools still work and the two search tools return an error telling you which variable to set.
npx -y @opafex/mcp-web-research
Requires Node.js 20+. No other dependencies to install.
claude mcp add web-research -e BRAVE_SEARCH_API_KEY=your-key -- npx -y @opafex/mcp-web-research
Or add it to .mcp.json in your project root:
{
"mcpServers": { "web-research": { "command": "npx", "args": ["-y", "@opafex/mcp-web-research"], "env": { "BRAVE_SEARCH_API_KEY": "your-key" } } } }
Add the same block to claude_desktop_config.json (Settings → Developer → Edit Config):
{
"mcpServers": { "web-research": { "command": "npx", "args": ["-y", "@opafex/mcp-web-research"], "env": { "BRAVE_SEARCH_API_KEY": "your-key" } } } }
Omit BRAVE_SEARCH_API_KEY to run with the page tools only.
| Tool | What it does | Needs a search provider |
|---|---|---|
web_search | Search the web; returns title, URL and snippet per result | Yes |
fetch_webpage | Fetch a URL and return its title and clean text, links, or both | No |
research_topic | Search a topic, fetch the top results, and compile the key sentences from each, by source | Yes |
extract_structured_data | Fetch a page and return the section around each requested field (e.g. pricing, contact) | No |
compare_pages | Fetch 2–5 pages and compare them, optionally around one focus area | No |
server_info | Server name, version, tools and resources (built in, from @opafex/mcp-shared) | No |
web_search| Parameter | Type | Required | Description |
|---|---|---|---|
query | string | Yes | Search query |
maxResults | number | No | 1–20, default 10 |
domain | string | No | Restrict results to this domain (e.g. "example.com"); adds site: and filters the result URLs |
Result URLs that fail the SSRF check (below) are dropped before they are returned.
Example response
[
{ "title": "Model Context Protocol", "url": "https://modelcontextprotocol.io/", "snippet": "An open protocol that enables seamless integration between LLM applications and external data sources and tools." } ]
</details>
fetch_webpage| Parameter | Type | Required | Description | ||
|---|---|---|---|---|---|
url | string | Yes | http or https URL | ||
extractMode | "text" \ | "links" \ | "all" | No | Default "text" |
maxLength | number | No | Maximum characters of text returned, default 4000 |
Scripts, styles, and are removed. finalUrl is included when the page was reached through redirects.
Example response
{
"title": "Example Domain", "text": "Example Domain\nThis domain is for use in illustrative examples in documents.", "url": "http://example.com/", "fetchedAt": "2026-10-24T12:00:00.000Z" }
</details>
research_topic| Parameter | Type | Required | Description | ||
|---|---|---|---|---|---|
topic | string | Yes | What to research | ||
depth | "quick" \ | "standard" \ | "deep" | No | Search 3 / 5 / 10 results and read 2,000 / 4,000 / 8,000 characters of each. Default "standard" |
maxSources | number | No | 1–10 sources to fetch, default 5 |
Key points are the sentences that mention the topic's words, up to five per source. A source that cannot be fetched falls back to its search snippet.
extract_structured_data| Parameter | Type | Required | Description |
|---|---|---|---|
url | string | Yes | Page to read |
fields | string[] | Yes | Field names to look for (e.g. ["pricing", "features", "contact"]) |
For each field, returns the first line mentioning it and the ten lines after, up to 1,000 characters — or No " " section found on page. This is heading matching, not a schema extractor.
compare_pages| Parameter | Type | Required | Description |
|---|---|---|---|
urls | string[] | Yes | 2–5 URLs |
focus | string | No | A field to pull from every page (e.g. "pricing") |
A page that fails to fetch is listed with "(fetch failed)" and the reason; the others are still compared.
| Resource | Description |
|---|---|
web-research://status | Search provider in use (or why search is unavailable), cache stats and configuration |
web-research://cache | Search queries currently cached |
| Provider | How to select | Notes |
|---|---|---|
| Brave Search API (recommended) | Set BRAVE_SEARCH_API_KEY | An official API with a free tier. Up to 20 results per query. |
| DuckDuckGo HTML scraper | Set WEB_RESEARCH_SEARCH_PROVIDER=duckduckgo | Opt-in only — see below |
| none | Neither of the above | web_search and research_topic return an error naming BRAVE_SEARCH_API_KEY; the other tools work |
About the DuckDuckGo option. It parses the results page at html.duckduckgo.com. That is not an API: it breaks whenever DuckDuckGo changes its markup, it may be rate-limited or blocked, and DuckDuckGo's terms do not permit automated querying. It sends this server's honest user agent rather than pretending to be a browser, which makes blocking more likely. It is kept for personal experimentation; if you turn it on, you are responsible for complying with DuckDuckGo's terms. Use Brave for anything you depend on.
| Variable | Type | Default | Description | |
|---|---|---|---|---|
BRAVE_SEARCH_API_KEY | string | — | Brave Search API key. Enables web_search and research_topic | |
WEB_RESEARCH_SEARCH_PROVIDER | brave \ | duckduckgo | Brave if a key is set, else none | Choose the search provider explicitly |
USER_AGENT | string | opafex-mcp-web-research/ (+https://github.com/Opafex/opafex-mcps) | User-Agent sent with every request | |
FETCH_TIMEOUT_MS | number | 10000 | Timeout per page, across all its redirect hops | |
MAX_HTML_SIZE | number (bytes) | 1000000 | Bytes read from a page body; the download stops there | |
SEARCH_CACHE_TTL | number (seconds) | 900 (15 min) | How long search results are cached | |
PAGE_CACHE_TTL | number (seconds) | 3600 (1 h) | How long fetched pages are cached |
The page tools fetch URLs chosen by a model, from the machine the server runs on. Without protection, that machine's private network and cloud metadata service are one tool call away (server-side request forgery). Every fetch is checked first, and refused if:
http or https;localhost, *.localhost, or a cloud metadata name (metadata.google.internal);http://2130706433/, http://0x7f.1/) are normalised before the check;Blocked ranges:
| IPv4 | IPv6 |
|---|---|
0.0.0.0/8 this network | :: unspecified, ::1 loopback |
10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16 private | fc00::/7 unique local |
100.64.0.0/10 carrier-grade NAT | fe80::/10 link-local, fec0::/10 site-local |
127.0.0.0/8 loopback | ff00::/8 multicast |
169.254.0.0/16 link-local, incl. cloud metadata 169.254.169.254 | ::ffff:0:0/96 IPv4-mapped — judged by the IPv4 address inside |
192.0.0.0/24, 198.18.0.0/15 reserved / benchmarking | 64:ff9b::/96 NAT64 and 2002::/16 6to4 — judged by the IPv4 address inside |
192.0.2.0/24, 198.51.100.0/24, 203.0.113.0/24 documentation | ::/96 IPv4-compatible, 64:ff9b:1::/48, 2001::/32 Teredo, 2001:db8::/32 |
224.0.0.0/4 multicast, 240.0.0.0/4 reserved, broadcast | anything outside global unicast 2000::/3 |
Redirects are followed by hand, and every hop is checked again — at most 5 hops. A public page that redirects to http://169.254.169.254/ is refused before the second request is made. Search result URLs are checked too, and dropped if they fail.
Known limit — DNS rebinding. The check resolves the hostname, then fetch resolves it again to connect. A hostile DNS server with a very short TTL could answer the two lookups differently. Closing that gap means pinning the connection to the checked address, which Node's built-in fetch does not expose without an extra dependency. If this server runs somewhere with sensitive internal services, also limit what it can reach at the network level (container network policy, egress firewall).
text/*, application/xhtml+xml or application/json; PDFs, images and other binary types are refused.research_topic key points and extract_structured_data sections are keyword matching, not understanding.npm run build # Compile TypeScript
npm run dev # Run with tsx (no build needed) npm test # Run tests (no network — fetch and DNS are faked) npm start # Run compiled server
Found a bug or have a feature request? Open an issue.
Pull requests welcome — see the main repo for development setup.
MIT — see LICENSE.