Atlas / MCP servers / zoharbabin / Web Researcher

Web ResearcherSAFE

mcp/zoharbabin/web-researcher

Give your AI assistant real web search, full-page reading, and multi-source research with citations that are never fabricated.

Verdict
SAFE
Grade
C
Trust score
73 /100
Exposed tools
—
Transport
stdio · streamable-http
License
MIT
Stars
65
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

web-researcher-mcp

Your AI research assistant that cites real sources and stays honest.

Search the entire web or narrow it down to just the sites you trust; medical journals, court databases, news outlets, academic papers. Analyze the full source, not just snippets. Links that work, citations you can trust, no made up closed garden pre-synthesized results.

⭐ If you're tired of AI making things up, and web-researcher-mcp helps you, give us a star ⭐ — it helps more teams discover the project.

Read from source at commit 7d1fd8a48f8bOBSERVED · 2026-10-08
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code (oci)
claude mcp add web-researcher-mcp:1.49.4 --env GOOGLE_CUSTOM_SEARCH_API_KEY=${GOOGLE_CUSTOM_SEARCH_API_KEY} --env BRAVE_API_KEY=${BRAVE_API_KEY} --env SERPER_API_KEY=${SERPER_API_KEY} --env SEARCHAPI_API_KEY=${SEARCHAPI_API_KEY} -- docker run -i --rm ghcr.io/zoharbabin/web-researcher-mcp:1.49.4:None
claude-code (oci)
claude mcp add web-researcher-mcp:1.49.4 --env GOOGLE_CUSTOM_SEARCH_API_KEY=${GOOGLE_CUSTOM_SEARCH_API_KEY} --env BRAVE_API_KEY=${BRAVE_API_KEY} --env SERPER_API_KEY=${SERPER_API_KEY} --env SEARCHAPI_API_KEY=${SEARCHAPI_API_KEY} -- docker run -i --rm docker.io/zoharbabin/web-researcher-mcp:1.49.4:None
03

Trust audit

SAFEgrade C · trust 73/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (7 observation(s))
Network
declared (6 observation(s))
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (25)

MEDIUMInformation disclosure · disclose.log_secret · CWE-209, CWE-532
scripts/e2e-oauth-mint-jwt.py:69
print(token)
LOWInventory / provenance · inv.hidden_file · CWE-1104
.gitguardian.yaml
.gitguardian.yaml
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.golangci.yml
.golangci.yml
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.goreleaser.yml
.goreleaser.yml
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
packaging/aur/.SRCINFO
.SRCINFO
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
.github/workflows/ci.yml:595
# and the research_panel divergence eval (`TestResearchPanelEvalAccuracy`).
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
LOWInsecure crypto · crypto.weak_hash · CWE-327, CWE-338
scripts/gen_python_client.py:108
return hashlib.sha1(canonical.encode()).hexdigest()[:12]
LOWFilesystem / path · fs.credential_store · CWE-22, CWE-59
.github/workflows/release.yml:651
mkdir -p ~/.ssh
Why it matters. touches a credential store
LOWFilesystem / path · fs.credential_store · CWE-22, CWE-59
.github/workflows/release.yml:652
printf '%s\n' "$AUR_SSH_KEY" > ~/.ssh/aur_key
Why it matters. touches a credential store
LOWFilesystem / path · fs.credential_store · CWE-22, CWE-59
.github/workflows/release.yml:653
chmod 600 ~/.ssh/aur_key
Why it matters. touches a credential store
LOWFilesystem / path · fs.credential_store · CWE-22, CWE-59
.github/workflows/release.yml:654
ssh-keyscan -t ed25519 aur.archlinux.org >> ~/.ssh/known_hosts 2>/dev/null
Why it matters. touches a credential store
LOWFilesystem / path · fs.credential_store · CWE-22, CWE-59
.github/workflows/release.yml:676
rm -f ~/.ssh/aur_key
Why it matters. touches a credential store
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
internal/scraper/github_trust_signals_test.go:174
_, _, _ = p.fetchGitHubRepoStats(context.Background(), "../../etc", "passwd#?")
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
internal/search/awesome_lists_lens_live_test.go:72
if err := registry.LoadFromDir("../../lenses"); err != nil {
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
internal/search/awesome_lists_lens_live_test.go:73
t.Fatalf("LoadFromDir(../../lenses): %v", err)
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
internal/search/geo_eval_live_test.go:107
if err := registry.LoadFromDir("../../lenses"); err != nil {
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
internal/search/geo_eval_live_test.go:108
t.Fatalf("LoadFromDir(../../lenses): %v", err)
LOWNetwork egress · net.metadata_ip · CWE-200, CWE-319
docs/SECURITY.md:54
- `metadata.google.internal` (GCP IMDS)
Why it matters. cloud metadata endpoint: the classic SSRF credential grab
LOWNetwork egress · net.metadata_ip · CWE-200, CWE-319
docs/SECURITY.md:57
- `169.254.169.254` (AWS / Azure / GCP / DigitalOcean / OpenStack link-local)
Why it matters. cloud metadata endpoint: the classic SSRF credential grab
LOWNetwork egress · net.metadata_ip · CWE-200, CWE-319
internal/scraper/scraper_test.go:55
"169.254.169.254",
Why it matters. cloud metadata endpoint: the classic SSRF credential grab
LOWNetwork egress · net.metadata_ip · CWE-200, CWE-319
internal/scraper/scraper_test.go:91
ip := net.ParseIP("169.254.169.254")
Why it matters. cloud metadata endpoint: the classic SSRF credential grab
LOWNetwork egress · net.metadata_ip · CWE-200, CWE-319
internal/scraper/scraper_test.go:93
t.Error("isPrivateIP(169.254.169.254) = false, want true (cloud metadata endpoint)")
Why it matters. cloud metadata endpoint: the classic SSRF credential grab
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
internal/scraper/jina_test.go:157
withJinaEndpoint(t, "http://127.0.0.1:1/")
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
internal/scraper/scraper_test.go:3865
wrapperHTML := iframeShellHTML("Wrapper", "Above-the-fold blurb.", "http://169.254.169.254/latest/meta-data/")
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
internal/scraper/scraper_test.go:3906
innerPort := strings.TrimPrefix(inner.URL, "http://127.0.0.1:")

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 7d1fd8a48f8bfull audit observations/trust-audit/mcp-server/zoharbabin__web-researcher.json · Report an issue / request a re-scan
04

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-087d1fd8a48f8bSAFEC73first audit
05

Questions

What is the Web Researcher MCP server?

Give your AI assistant real web search, full-page reading, and multi-source research with citations that are never fabricated.

Is Web Researcher safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it C (73/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Web Researcher need?

It reads BRAVE_API_KEY, EXA_API_KEY, GOOGLE_CUSTOM_SEARCH_API_KEY, SEARCHAPI_API_KEY, SERPER_API_KEY, TAVILY_API_KEY and XQUIK_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Web Researcher run?

It speaks stdio and streamable-http, so it runs as a local process your client starts. It is published on npm as smithery-cli-pin.

How current is this page?

The grade is for one exact copy of the source (7d1fd8a48f8b), read on 2026-10-08. The repository is watched and re-audited when it changes.

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