Skills/PyPI/openresearch-mcp

openresearch-mcp@0.2.1

VERIFIED· not started

Publisher claims: "Zero-auth cross-domain research MCP server — web, academic, GitHub, news, weather, macro/finance, SEC, biomedical, Bluesky, YouTube, and more." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher olanokhin · publishing for 146 daysInstalls 0Last detonated 15 h ago
$claude mcp add openresearch-mcp -- uvx openresearch-mcp
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Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
the dependency install step · every file read, file written and host contacted by what ran
Not tested
server startup · the tool list · tool behavior

What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

It will ask for
GITHUB_TOKENConfiguration, not credentials: MCP_HOST, MCP_PORT, MCP_TRANSPORT, OPENALEX_EMAIL, SEC_USER_AGENT, STACKEXCHANGE_KEY
Where it talks to
no vendor host named in the codeAlso algolia.com, stackexchange.com, openalex.org, worldbank.org, frankfurter.dev, ebi.ac.uk, bsky.app, duckduckgo.com, youtube.com, ycombinator.com, coingecko.com, githubusercontent.com, gdeltproject.org, sec.gov, open-meteo.com, arxiv.org — not the publisher's domain; check what for before connecting.
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Connect it with a scoped credential, under the guard, and read the third-party hosts first. The code names algolia.com, stackexchange.com, openalex.org, worldbank.org, frankfurter.dev, ebi.ac.uk, bsky.app, duckduckgo.com, youtube.com, ycombinator.com, coingecko.com, githubusercontent.com, gdeltproject.org, sec.gov, open-meteo.com, arxiv.org as well as its own vendor. The guard injects GITHUB_TOKEN only into requests to the host you bind (and its subdomains) and refuses the rest.

$vet-skills run --net declared -- uvx openresearch-mcp

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-13 and scored it 89/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.1sprocessdependency install exit 1 ·
0.1sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.1sprocessscript backend runs setup only
0.1sprocessno install scripts to re-run

Static findings

MEDIUM
Access to sensitive file pathstests/test_safefetch.py:64 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files_validate_url("file:///etc/passwd")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
URL to the cloud instance metadata addresstests/test_safefetch.py:135 · URL to the cloud instance metadata address — reads the VM's credentialsredirect = FakeResp(status=302, headers={"Location": "http://169.254.169.254/"}, is_redirect=True)Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST07
LOW
URL to a private-network addresstests/test_web.py:207 · URL to a private-network address — a LAN or development targetresult = read_pdf("http://10.0.0.5/internal.pdf")Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
MEDIUM
URL to the cloud instance metadata addresstests/test_web.py:84 · URL to the cloud instance metadata address — reads the VM's credentialsresult = read_url("http://169.254.169.254/latest/meta-data/")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST07

Cost to the agent

Instructions loaded
≈74 tok
1 file · 54 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

No advisories in OSV for openresearch-mcp@0.2.1 as of 15 h ago. This is the package itself, not its dependencies.