Mcp Web Research

io.github.OpafexPublished by GitHub account Opafexv0.1.0Updated Oct 26, 2026

Web search (Brave) and SSRF-safe page fetching, extraction and comparison for agents

Overview

AI-generated overview

Local MCP server that lets an assistant search the web, fetch pages as clean text, pull named sections, and compare pages, with SSRF-checked fetching.

What you can do
  • Search the web and get titles, URLs and snippets, optionally limited to one domain
  • Fetch a URL and return its title with clean text, links or both
  • Research a topic by searching, reading the top results and compiling key sentences by source
  • Extract named sections such as pricing or contact from a single page
  • Compare two to five pages, optionally around one focus area
  • Report server name, version, tools and resources for introspection
When to use it
Useful when an assistant needs current web information or has to read and compare public pages rather than rely on memory. The page tools work without any key, so it is also a reasonable choice for read-only page extraction alone.
Requirements
Runs locally via npx and needs Node.js 20 or later. Search tools need a Brave Search API key in BRAVE_SEARCH_API_KEY; without it only the page tools work. Optional settings cover timeouts, size limits, cache lifetimes, user agent and search provider. Network access is required.
Before you install
The Brave key is passed as an environment variable and should be kept out of shared config files. Fetched URLs are chosen by the model, so the server sends requests from your machine; SSRF checks block private and metadata addresses but a documented DNS rebinding gap remains, so restrict egress where internal services matter. The opt-in DuckDuckGo scraper is unofficial and its terms do not permit automated querying. Pages are fetched without JavaScript and only text-like content is accepted.

Installation

In SourceWeft

  1. Open Mcp Web Research in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

@opafex/mcp-web-research

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.

Installation

bash
npx -y @opafex/mcp-web-research

Requires Node.js 20+. No other dependencies to install.

Quick Start

Claude Code

bash
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:

json
{  "mcpServers": {    "web-research": {      "command": "npx",      "args": ["-y", "@opafex/mcp-web-research"],      "env": {        "BRAVE_SEARCH_API_KEY": "your-key"      }    }  }}

Claude Desktop

Add the same block to claude_desktop_config.json (Settings → Developer → Edit Config):

json
{  "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.

Tools

ToolWhat it doesNeeds a search provider
web_searchSearch the web; returns title, URL and snippet per resultYes
fetch_webpageFetch a URL and return its title and clean text, links, or bothNo
research_topicSearch a topic, fetch the top results, and compile the key sentences from each, by sourceYes
extract_structured_dataFetch a page and return the section around each requested field (e.g. pricing, contact)No
compare_pagesFetch 2–5 pages and compare them, optionally around one focus areaNo
server_infoServer name, version, tools and resources (built in, from @opafex/mcp-shared)No

web_search

ParameterTypeRequiredDescription
querystringYesSearch query
maxResultsnumberNo1–20, default 10
domainstringNoRestrict 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
json
[  {    "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."  }]

fetch_webpage

ParameterTypeRequiredDescription
urlstringYeshttp or https URL
extractMode"text" | "links" | "all"NoDefault "text"
maxLengthnumberNoMaximum characters of text returned, default 4000

Scripts, styles, <nav> and <footer> are removed. finalUrl is included when the page was reached through redirects.

Example response
json
{  "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"}

research_topic

ParameterTypeRequiredDescription
topicstringYesWhat to research
depth"quick" | "standard" | "deep"NoSearch 3 / 5 / 10 results and read 2,000 / 4,000 / 8,000 characters of each. Default "standard"
maxSourcesnumberNo1–10 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

ParameterTypeRequiredDescription
urlstringYesPage to read
fieldsstring[]YesField 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 "<field>" section found on page. This is heading matching, not a schema extractor.

compare_pages

ParameterTypeRequiredDescription
urlsstring[]Yes2–5 URLs
focusstringNoA 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.

Resources

ResourceDescription
web-research://statusSearch provider in use (or why search is unavailable), cache stats and configuration
web-research://cacheSearch queries currently cached

Search providers

ProviderHow to selectNotes
Brave Search API (recommended)Set BRAVE_SEARCH_API_KEYAn official API with a free tier. Up to 20 results per query.
DuckDuckGo HTML scraperSet WEB_RESEARCH_SEARCH_PROVIDER=duckduckgoOpt-in only — see below
noneNeither of the aboveweb_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.

Environment Variables

VariableTypeDefaultDescription
BRAVE_SEARCH_API_KEYstring—Brave Search API key. Enables web_search and research_topic
WEB_RESEARCH_SEARCH_PROVIDERbrave | duckduckgoBrave if a key is set, else noneChoose the search provider explicitly
USER_AGENTstringopafex-mcp-web-research/<version> (+https://github.com/Opafex/opafex-mcps)User-Agent sent with every request
FETCH_TIMEOUT_MSnumber10000Timeout per page, across all its redirect hops
MAX_HTML_SIZEnumber (bytes)1000000Bytes read from a page body; the download stops there
SEARCH_CACHE_TTLnumber (seconds)900 (15 min)How long search results are cached
PAGE_CACHE_TTLnumber (seconds)3600 (1 h)How long fetched pages are cached

Security

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:

  • the scheme is not http or https;
  • the host is localhost, *.localhost, or a cloud metadata name (metadata.google.internal);
  • the host is a literal IP — IPv4, or bracketed IPv6 — in a non-public range. Odd IPv4 spellings (http://2130706433/, http://0x7f.1/) are normalised before the check;
  • any address the hostname resolves to, IPv4 (A) or IPv6 (AAAA), is in a non-public range. One public A record does not excuse a private AAAA record;
  • the hostname cannot be resolved. The check fails closed: an address that could not be checked is not fetched.

Blocked ranges:

IPv4IPv6
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 privatefc00::/7 unique local
100.64.0.0/10 carrier-grade NATfe80::/10 link-local, fec0::/10 site-local
127.0.0.0/8 loopbackff00::/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 / benchmarking64: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, broadcastanything 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).

Limits

  • Text only. Pages must be text/*, application/xhtml+xml or application/json; PDFs, images and other binary types are refused.
  • No JavaScript. Pages are fetched as served. Content rendered client-side will be missing.
  • Regex-based HTML parsing. Fast and dependency-free, but not a full HTML parser; unusual markup can leak into the text.
  • Heuristic extraction. research_topic key points and extract_structured_data sections are keyword matching, not understanding.
  • In-memory cache, per process, lost on restart.
  • UTF-8 assumed. Pages in other encodings may decode with replacement characters.
  • Not a crawler. No robots.txt handling; it fetches the URLs it is given.

Development

bash
npm run build    # Compile TypeScriptnpm run dev      # Run with tsx (no build needed)npm test         # Run tests (no network — fetch and DNS are faked)npm start        # Run compiled server

Contributing

Found a bug or have a feature request? Open an issue.

Pull requests welcome — see the main repo for development setup.

License

MIT — see LICENSE.

Source: packages/web-research/README.md at commit f85607b

Tools

6

fetch_webpage

Fetch a URL and extract clean text content. Includes SSRF protection (blocks private IPs, localhost, cloud metadata). Supports extracting text, links, or both.

ParametersurlrequiredmaxLengthextractMode

research_topic

Two-stage interpreted search: searches the web for a topic, fetches top results, and compiles a structured summary organized by source. No LLM involved — extracts key sentences and organizes them. Needs a search provider, like web_search.

ParametersdepthtopicrequiredmaxSources

extract_structured_data

Extract specific data fields from a webpage. Fetches the page and searches for sections matching the requested field names (e.g. "pricing", "features", "contact").

Parametersurlrequiredfieldsrequired

compare_pages

Fetch multiple URLs and compare their content. Returns page metadata and a text comparison, optionally focused on a specific aspect.

Parametersurlsrequiredfocus

server_info

Returns server metadata: name, version, registered tools, and registered resources. Useful for introspection and health checks.

Takes no parameters.

Version history

1
  1. v0.1.0LatestOct 25, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts
  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts