Skills/Glama/mcpconecct

mcpconecct@1.0.0

VERIFIED· not started

Publisher claims: "Enables AI agents to search academic literature across IEEE Xplore, Scopus, and SpringerLink, calibrate PICO equations for systematic reviews, and export verified metadata to BibTeX and CSV." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry GlamaPublisher glender222 · publishing for 1 daysInstalls 0Last detonated 19 h ago
$npx skills add mcpconecct
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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
ELSEVIER_API_KEYELSEVIER_INST_TOKENIEEE_API_KEYSPRINGER_API_KEYWOS_STARTER_API_KEYConfiguration, not credentials: BURP_CA_BUNDLE, BURP_PROXY_ENABLED, BURP_PROXY_URL, DEFAULT_USER_AGENT, DISABLE_SSL_VERIFY, HTTP_TIMEOUT, MCPCONECCT_AUTO_SEARCH
Where it talks to
no vendor host named in the codeAlso ieee.org, doi.org, scopus.com, springer.com, webofscience.com, crossref.org, openalex.org, universidad.edu.pe, google.com, elsevier.com, springernature.com, clarivate.com — 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 ieee.org, doi.org, scopus.com, springer.com, webofscience.com, crossref.org, openalex.org, universidad.edu.pe, google.com, elsevier.com, springernature.com, clarivate.com as well as its own vendor. The guard injects ELSEVIER_API_KEY, ELSEVIER_INST_TOKEN, IEEE_API_KEY, SPRINGER_API_KEY, WOS_STARTER_API_KEY only into requests to the host you bind (and its subdomains) and refuses the rest.

$vet-skills run --net declared -- <the server's command>

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 82/100 (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
0.2sprocessdependency 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

HIGH
Access to sensitive file pathsconfig/settings.py:16 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load .env if presentFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
File type combined with upload actiondesktop_app/src/app.rs:584 · File type combined with upload action — agent may exfiltrate local data filesmatch client.post("http://127.0.0.1:8765/api/search").json(&payload).send() {Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actiondesktop_app/src/app.rs:660 · File type combined with upload action — agent may exfiltrate local data filesmatch client.post("http://127.0.0.1:8765/api/export").json(&payload).send() {Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
HIGH
Access to sensitive file pathsconfig/settings.py:17 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesload_dotenv(BASE_DIR / ".env")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
File type combined with upload actiondesktop_app/src/app.rs:814 · File type combined with upload action — agent may exfiltrate local data filesmatch client.post("http://127.0.0.1:8765/api/corpus/ingest").json(&payload).send() {Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
LOW
HTML comment carrying imperative instructions to the agentdashboard/templates/connections.html:93 · HTML comment carrying imperative instructions to the agent · informational: not an instruction fileModal: Import cURLFix: Keep SKILL.md to visible, descriptive text. Remove comments and encoded text that address the agent.
AST01
MEDIUM
File type combined with upload actiondesktop_app/src/research_client.rs:185 · File type combined with upload action — agent may exfiltrate local data fileslet resp = Self::client().patch(&url).json(&payload).send().map_err(|e| format!("Servicio local no disponible: {}", e))?;Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actiondesktop_app/src/app.rs:856 · File type combined with upload action — agent may exfiltrate local data filesmatch client.post("http://127.0.0.1:8765/api/corpus/deduplicate").json(&payload).send() {Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actiondesktop_app/src/research_client.rs:209 · File type combined with upload action — agent may exfiltrate local data fileslet resp = Self::client().put(&url).json(&payload).send().map_err(|e| format!("Servicio local no disponible: {}", e))?;Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actiondesktop_app/src/research_client.rs:242 · File type combined with upload action — agent may exfiltrate local data fileslet resp = Self::client().patch(&url).json(&payload).send().map_err(|e| format!("Servicio local no disponible: {}", e))?;Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
MCP server using network transport (SSE/HTTP)mcp_server/server.py:104 · MCP server using network transport (SSE/HTTP) — data sent over networkmcp_server.run(transport="sse", host=host, port=port)Fix: Namespace tool names and keep tool descriptions literal; no instructions to the agent inside them.
AST04
MEDIUM
File type combined with upload actiondesktop_app/src/research_client.rs:167 · File type combined with upload action — agent may exfiltrate local data fileslet resp = Self::client().post(&url).json(&payload).send().map_err(|e| format!("Servicio local no disponible: {}", e))?;Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actiondesktop_app/src/app.rs:719 · File type combined with upload action — agent may exfiltrate local data filesmatch client.post("http://127.0.0.1:8765/api/connections/test").json(&payload).send() {Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedplatforms/springer.py:34 · Python subprocess execution detectedres = subprocess.run(cmd, capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actiondesktop_app/src/research_client.rs:289 · File type combined with upload action — agent may exfiltrate local data fileslet resp = Self::client().post(&url).json(&payload).send().map_err(|e| format!("Servicio local no disponible: {}", e))?;Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07

Cost to the agent

Instructions loaded
≈35 tok
1 file · 81 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

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.