MCP, MCP server
Scholar Feed
Search 600,000+ CS/AI/ML papers with LLM novelty analysis, citation graph, full-text extraction, and BibTeX, without leaving Claude Code.
Compatibility: Not stated.
Grade C
One Medium finding. Read the findings before installing.
Not a guarantee. A hygiene check of the source at the commit shown, not a security audit.
Rescanned at commit a0d5ef686e31, unchanged since the check below.
OBFUSCATION_ENCODED_BLOB
Why this grade
- OBFUSCATION_ENCODED_BLOB Medium
Contains a long base64 shaped string in a file that should be readable.
package-lock.json, line 1
{
Any High, or two or more Medium findings, give D. One Medium gives C. Low findings or a security Note give B. Each code names a finding behind the letter.
Grades are a hygiene check of the source at the commit shown, on the date checked, not a security audit or a guarantee. The free directory grades are automated. Before release, a PlugVet engineer reviews every paid report and any grade we hold back, including all F grades, against the source code and the evidence we quote.
What was checked
Plain notes from the hygiene checks.
Permissions
Pass
No shell or command execution found, and no extra permission was declared.
Install and update
Pass
No install-time script found, and dependencies are pinned or absent.
Network
Concern
can reach a host that is not written as a fixed address.
NETWORK_NO_FIXED_HOST
scripts/schema-sync.mjs, line 75
const res = await fetch(`${BASE}${path}`, { headers });
scripts/smoke-ask.sh, line 28
curl -s "${AUTH[@]}" "$BASE/library?limit=5" | pp
scripts/smoke-ask.sh, line 34
RESP="$(curl -s "${AUTH[@]}" "${ARGS[@]}")"
Show more
scripts/smoke-verbs.sh, line 17
curl -s "${AUTH[@]}" "$BASE/watches" | python3 -c 'import sys,json
scripts/smoke-verbs.sh, line 24
curl -s "${AUTH[@]}" "$BASE/watches/hits?limit=10" | python3 -c 'import sys,json
scripts/smoke-verbs.sh, line 31
curl -s "${AUTH[@]}" --get "$BASE/gaps" --data-urlencode "topic=$GAPS_TOPIC" --data-urlencode "scope=both" --data-urlencode "limit=5" | python3 -c 'import sys,json
src/client.ts, line 535
* fetch() wrapper that enforces a request timeout via AbortSignal.timeout.
src/client.ts, line 545
return await fetch(url, {
Secrets
Concern
reads a credential or environment file.
SECRETS_ENV_READ SECRETS_PATH_DOTENV
scripts/schema-sync.mjs, line 38
const KEY = process.env.SF_API_KEY;
scripts/smoke-ask.sh, line 4
# real backend. Reads your key from .env.smoke (gitignored) or the SF_API_KEY
scripts/smoke-ask.sh, line 7
# 1. Put your key in .env.smoke (SF_API_KEY=sf_...)
Show more
scripts/smoke-ask.sh, line 16
if [ -f "$HERE/.env.smoke" ]; then set -a; . "$HERE/.env.smoke"; set +a; fi
scripts/smoke-ask.sh, line 17
: "${SF_API_KEY:?Set SF_API_KEY in .env.smoke (or export it) - get one at scholarfeed.org/settings}"
scripts/smoke-verbs.sh, line 4
# Reads SF_API_KEY from .env.smoke (gitignored) or the env. NEVER prints the key.
scripts/smoke-verbs.sh, line 10
if [ -f "$HERE/.env.smoke" ]; then set -a; . "$HERE/.env.smoke"; set +a; fi
scripts/smoke-verbs.sh, line 11
: "${SF_API_KEY:?Set SF_API_KEY in .env.smoke (or export it)}"
src/client.ts, line 51
return process.env.SF_API_KEY ?? null;
src/client.ts, line 99
const secret = process.env.SF_PROXY_SECRET;
src/index.ts, line 47
if (!process.env.SF_API_KEY) {
src/init.ts, line 208
* `[mcp_servers.<name>.env]` sub-table instead, but both are the same construct in
src/server-http.ts, line 396
if (process.env.SF_API_KEY) {
src/server.ts, line 45
if (process.env.SF_API_KEY) {
src/http/oauth/minted-key-resolver.ts, line 99
opts.provisionSecret ?? process.env.SF_MCP_PROVISION_SECRET ?? "";
src/http/oauth/minted-key-resolver.ts, line 106
const ttlEnv = Number(process.env.SF_MCP_KEY_CACHE_TTL_MS);
Agent instructions
Pass
No instruction to ignore earlier instructions or to hide a step.
Obfuscation
Concern
contains an encoded blob in a file that should be readable.
OBFUSCATION_ENCODED_BLOB
package-lock.json, line 1
{
src/favicon-asset.ts, line 14
"iVBORw0KGgoAAAANSUhEUgAAAZAAAAGQEAIAAABfTX3YAAAAIGNIUk0AAHomAACAhAAA+gAAAIDoAAB1MAAA6mAAADqYAAAXcJy6UTwAAAAGYktHRP///////wlY99wAAAAHdElNRQfqBgQEIjGKTB51AAAaFklEQVR42u3dabRlZXkn8Gf
Licence
Pass
A licence file is present (LICENSE).
Maintainer activity
Pass
The latest commit is within the last 365 days.
Note
Hygiene check of commit a0d5ef686e31. can reach a host that is not written as a fixed address. reads a credential or environment file. contains an encoded blob in a file that should be readable.
Date and source
Date checked:
github.com
Commit graded: a0d5ef686e31eb87a874c9e65a74bf4ab77fe3fc
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