Skills/PyPI/mcp-research

mcp-research@0.3.0

CAUTION· not started

Publisher claims: "Web research MCP server: search, fetch, academic, twitter, and compound research tools" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher mabaam · publishing for 220 daysInstalls 28Last detonated 6d ago

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: Caution 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
BRAVE_API_KEYMY_TOKENConfiguration, not credentials: MCP_RESEARCH_CACHE_DIR, MCP_RESEARCH_CACHE_MAX_MB, MCP_RESEARCH_CACHE_TTL, MCP_RESEARCH_LOG_DIR, MCP_RESEARCH_MAX_CONCURRENCY, MCP_RESEARCH_MAX_RESULTS, MCP_RESEARCH_SESSION_TTL, MCP_RESEARCH_VAULT_FILE, MCP_RESEARCH_VAULT_HOT_RELOAD, MCP_RESEARCH_WHISPER_DEVICE, MCP_RESEARCH_WHISPER_MODEL, MCP_RESEARCH_YT_CACHE, OLLAMA_MODEL, OLLAMA_URL, OLLAMA_VISION_MODEL
Where it talks to
no vendor host named in the codeAlso doi.org, arxiv.org, nih.gov, brave.com, duckduckgo.com, x.com, uni.edu, ieee.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 doi.org, arxiv.org, nih.gov, brave.com, duckduckgo.com, x.com, uni.edu, ieee.org as well as its own vendor. The guard injects BRAVE_API_KEY, MY_TOKEN only into requests to the host you bind (and its subdomains) and refuses the rest.

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

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 2026-11-08 and scored it 79/100 (Caution). It is not known to be malicious, but it has behaviour or code a security policy should decide on before install. Notable findings: Auto-update or dynamic fetch configuration; Access to sensitive file paths. 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
0.2sprocessdependency install exit 1 ·
0.2sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.2sprocessscript backend runs setup only
0.2sprocessno install scripts to re-run

Static findings

MEDIUM
Python subprocess execution detectedsrc/mcp_research/_extractors.py:164 · Python subprocess execution detectedsubprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
URL to the cloud instance metadata addresstests/test_fetch.py:231 · URL to the cloud instance metadata address — reads the VM's credentialsmock_resp.headers = {"Location": "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
LOW
URL to a private-network addresstests/test_ssrf.py:18 · URL to a private-network address — a LAN or development target("http://10.0.0.1/", "private 10.x"),Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
LOW
URL to a private-network addresstests/test_ssrf.py:19 · URL to a private-network address — a LAN or development target("http://172.16.0.1/", "private 172.16.x"),Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
HIGH
Auto-update or dynamic fetch configurationsrc/mcp_research/config.py:32 · Auto-update or dynamic fetch configuration — agent may load new code at runtimeVAULT_HOT_RELOAD = os.environ.get("MCP_RESEARCH_VAULT_HOT_RELOAD", "true").lower() == "true"Fix: Pin versions and sources; vendor anything fetched at install time.
AST06
MEDIUM
Python subprocess execution detectedsrc/mcp_research/twitter.py:79 · Python subprocess execution detectedproc = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedsrc/mcp_research/youtube.py:143 · Python subprocess execution detectedsubprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedsrc/mcp_research/youtube.py:181 · Python subprocess execution detectedsubprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Access to sensitive file pathstests/test_ssrf.py:21 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files("file:///etc/passwd", "file scheme"),Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Python subprocess execution detectedsrc/mcp_research/youtube.py:123 · Python subprocess execution detectedmeta_proc = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
LOW
URL to a private-network addresstests/test_ssrf.py:17 · URL to a private-network address — a LAN or development target("http://192.168.1.1/", "private 192.168.x"),Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
HIGH
Access to sensitive file pathssrc/mcp_research/_extractors.py:16 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files".sql", ".graphql", ".toml", ".ini", ".cfg", ".conf", ".env", ".nk",Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05

Cost to the agent

Instructions loaded
≈58 tok
1 file · 39 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 mcp-research@0.3.0 as of 6d ago. This is the package itself, not its dependencies.

What would make this Verified

1 point to 80 · weights: behavior 45%, static 25%, prompt 15%, publisher 15%
  1. Unclaimed publisher≈ +8 on the totalClaim mabaam: a verified publisher gets +50 on publisher trust. It is free and usually instant with GitHub sign-in.
  2. Auto-update or dynamic fetch configuration≈ +4 on the totalPin versions and sources; vendor anything fetched at install time.
  3. Python subprocess execution detected≈ +2 on the totalBuild commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
  4. URL to the cloud instance metadata address≈ +2 on the totalStop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
  5. Access to sensitive file paths≈ +2 on the totalStop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
  6. URL to a private-network address≈ +1 on the totalReplace encoded or assembled strings with plain literals and remove undeclared network calls.
Publish a new version to PyPI, then queue it here. Not your skill? Claim the handle to get verdict changes by email.Claim mabaamPropose a patch to the maintainer