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Jean — Molecular Biology & Genomics

REMOTE · JEANSLABS.VERCEL.APP

Validated molecular biology tools: cloning, primers, CRISPR, Sanger, alignment, qPCR, phylogenetics

+4 this week 72 Trust /100

Last scanned (2 hours ago)

Scores higher than 58% of remote servers

Reachable. Last reached 5 Nov 2026.

Category Health and Science

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability69
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 169415 tokens (~536/item across 316 items; 315 tools + 1 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management53
  • Stability observed for 16 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (99% of tools); any adoption earns full credit.Pass
Tool Safety75
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "consensus_from_traces" implies "merge" and declares readOnlyHint instead, contradicting what its own name says it does. See how to fix → Fail
  • An AI judge read all 317 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
  • Supports UI / widget rendering.Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 5 Nov 26 +1
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 4 Nov 26 0
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 3 Nov 26 +1
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 2 Nov 26 0
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 1 Nov 26 +1
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 31 Oct 26 0
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 30 Oct 26 +1
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
  • 29 Oct 26 0
    • This server's schema is too large to store in full, so we cannot compare its tools day to day functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Probed https://jeanslabs.vercel.app/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=*.vercel.app CN=WR1,O=Google Trust Services,C=US 31 Oct 2026 29 Jan 2027 RSA 2048 SHA256-RSA 9c5f0e6a35c955e113044c86848e4cd5
SANs: *.vercel.app
CN=WR1,O=Google Trust Services,C=US (CA) CN=GTS Root R1,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 RSA 2048 SHA256-RSA 7fd9e2c2d2048a0474b627a26d0868a7
CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 19 Jun 2020 28 Jan 2028 RSA 4096 SHA256-RSA 77bd0d6cdb36f91aea210fc4f058d30d

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of jeanslabs.vercel.app. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
app. present 23684 8 Verified
vercel.app. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=63072000; includeSubDomains; preload

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://jeanslabs.vercel.app/mcp Verified 200
http (plaintext) http://jeanslabs.vercel.app/mcp HTTPS enforced 308 https://jeanslabs.vercel.app/mcp
MCP tools · 315 exposed · ~169,088 tokens partial

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
build_tree ~3,134

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
bayesian_brlen_ratenumber––
bayesian_burn_innumber––
bayesian_chainsnumber––
bayesian_clockstring––
bayesian_clock_sdnumber––
bayesian_gamma_categoriesnumber––
bayesian_iterationsnumber––
bayesian_kappanumber––
bayesian_min_part_freqnumber––
bayesian_modelstring––
bayesian_runsnumber––
bayesian_sample_frequenciesboolean––
bayesian_sample_frequencynumber––
bayesian_sample_kappaboolean––
bayesian_sample_shapeboolean––
bayesian_seednumber––
bayesian_shapenumber––
bayesian_tempnumber––
bayesian_theta_prior_meannumber––
bayesian_theta_shapenumber––
bayesian_theta_startnumber––
bootstrapnumber––
bootstrap_measurestring––
bootstrap_seednumber––
fastme_nniboolean––
fastme_sprboolean––
gammanumber––
include_subjectboolean––
ladderizeboolean––
methodstring––
midpoint_rootboolean––
ml_gamma_categoriesnumber––
ml_invariantnumber––
ml_modelstring––
ml_optimise_base_frequenciesboolean––
ml_optimise_invariantboolean––
ml_optimise_ratesboolean––
ml_optimise_shapeboolean––
ml_optimise_topologyboolean––
ml_rearrangementstring––
ml_shapenumber––
modelstring––
pairwise_deletionboolean––
parsimony_rearrangementstring––
sequencesarray––
sh_replicatesnumber––
support_methodstring––
NameTypeReqDescription
bayesian–yes–
branchSupport–yes–
clockDeviationInBranchesnumber|nullyes–
distanceMapobject|nullyes–
distanceMatrix–yes–
gammanumber|nullyes–
gammaPnumber|nullyes–
newickstringyes–
statistics–yes–
tipCountnumberyes–
transfer–yes–
warnings–yes–

No examples provided.

calculate_power ~1,394

No description provided.

NameTypeReqDescription
Nnumber––
_filesarray––
_subjectobject––
alternativestring––
between_varnumber––
dfnumber––
differencenumber––
effectnumber––
effect_sizestring––
groupsnumber––
knumber––
nnumber––
n1number––
n2number––
p1number––
p2number––
powernumber––
sdnumber––
sig_levelnumber––
solve_forstring––
strictboolean––
teststringyes–
typestring––
unumber––
vnumber––
within_varnumber––
NameTypeReqDescription
powernumber|nullyes–
powerCurveobject|nullyes–
rCallstringyes–
solvedstringyes–
valuenumber|nullyes–
values–yes–
warnings–yes–
wholeUnits–yes–

No examples provided.

calculate_rnaseq_power ~539

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
alphaarray––
cvarray––
cv2array––
deptharrayyes–
effectarray––
narray––
n2array––
powerarray––
solve_forstring––
NameTypeReqDescription
curveobject|nullyes–
grid–yes–
rCallstringyes–
solvedstringyes–
valuenumber|nullyes–

No examples provided.

call_bases_from_trace ~269

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
documentstring––
tablestring––
NameTypeReqDescription
basesnumberyes–
instrumentBasesnumberyes–
meanQualitynumberyes–

No examples provided.

call_cq ~1,342

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
amountsstring––
auto_modelboolean––
baseline_fromnumber––
baseline_scannumber––
baseline_tonumber––
cq_methodstring––
criterionstring––
curvesstringyes–
max_ratio_baseshiftnumber––
max_ratio_smoothboolean––
modelstring––
outlier_methodstring––
shiftnumber––
thresholdnumber––
NameTypeReqDescription
amplificationPlotobject|nullyes–
countnumberyes–
cqMethodstringyes–
errorNotestring|nullyes–
failednumberyes–
meanEfficiencynumberyes–
methods–yes–
modelstringyes–
modelChosenstring|nullyes–
modelTable–yes–
outlierStatstringyes–
outliers–yes–
rows–yes–
thresholdnumber|nullyes–
zeroCrossing–yes–

No examples provided.

call_mixed_bases_from_trace ~426

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
documentstring––
min_rationumber––
modestring––
tablestring––
NameTypeReqDescription
basesnumberyes–
instrumentBasesnumberyes–
meanQualitynumberyes–
mixedBasesnumberyes–

No examples provided.

cancel_research_run ~264

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
hypothesesarray––
reasonstring––
runobjectyes–
NameTypeReqDescription
cancelled–yes–
run–yes–
status–yes–

No examples provided.

canonical_tautomer ~256

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
max_tautomersnumber––
max_transformsnumber––
moleculestringyes–
NameTypeReqDescription
canonicalstringyes–
summarystringyes–
tautomers–yes–

No examples provided.

check_assay_decay ~515

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
assaystring––
include_subjectboolean––
primersarray––
probesarray––
sequencesarrayyes–
three_prime_windownumber––
NameTypeReqDescription
oligos–yes–
result–yes–
sites–yes–
threePrimenumberyes–
worst–yes–
worstRatenumberyes–

No examples provided.

check_color_balance ~271

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
barcodesarrayyes–
instrumentstring––
NameTypeReqDescription
acrossChemistries–yes–
channelPlotobject|nullyes–
cycles–yes–
okbooleanyes–
tierstringyes–
violations–yes–

No examples provided.

check_golden_gate_parts ~233

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
enzymestring––
include_subjectboolean––
partsarray––
NameTypeReqDescription
internalSiteCountnumberyes–
needsDomestication–yes–
parts–yes–
readybooleanyes–

No examples provided.

check_index_pool ~902

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
i5_cyclesnumber––
i7_cyclesnumber––
instrumentstring––
kitstring––
library_prepstring––
metricstring––
poolstring––
required_distancenumber––
NameTypeReqDescription
checks–yes–
closestPairs–yes–
failuresnumberyes–
guarantee–yes–
hopping–yes–
reads–yes–
samplesnumberyes–
skipped–yes–
verdictstringyes–

No examples provided.

check_invariants ~485

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
cai_organismstring––
forbid_sitesarray––
gc_windownumber––
max_gcnumber––
max_lengthnumber––
min_cainumber––
min_gcnumber––
min_lengthnumber––
preserve_protein_ofstring––
require_frameboolean––
require_startboolean––
require_stopboolean––
sequencestring––
tablenumber––
NameTypeReqDescription
admissiblebooleanyes–
checkednumberyes–
failednumberyes–
summarystringyes–
verdicts–yes–

No examples provided.

check_manufacturability ~394

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
featurestring––
sequencestring––
vendorstring––
NameTypeReqDescription
checkednumberyes–
findings–yes–
notGraded–yes–
outsidenumberyes–
profile–yes–
readingstringyes–
repeatScreens–yes–
spans–yes–
verdictstringyes–

No examples provided.

check_methylation_block ~265

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
enzymesarrayyes–
NameTypeReqDescription
blockednumberyes–
blockedEnzymes–yes–
enzymes–yes–
unexaminednumberyes–

No examples provided.

check_primer_specificity ~518

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
databasestring––
emailstring––
forwardstring––
pairsstring––
reversestring––
templatestring––
top_nnumber––
NameTypeReqDescription
forwardstringyes–
identical–yes–
ranked–yes–
reversestringyes–
specificCountnumberyes–

No examples provided.

check_rows ~595

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
countnumber––
fieldstring––
itemsarrayyes–
labelstring––
maxnumber––
minnumber––
operatorstring––
recordstring––
report_onlyboolean––
requirestring––
setarray––
textstring––
valuenumber––
NameTypeReqDescription
failedbooleanyes–
matchednumberyes–
messagestringyes–
offenders–yes–
passedbooleanyes–
recordobject|nullyes–

No examples provided.

check_scorpion_stem ~592

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
conditionsobject––
marginnumber––
probestringyes–
stem_lengthnumber––
targetstringyes–
NameTypeReqDescription
clearsMargin–yes–
differencenumber|nullyes–
marginSourcestringyes–
notes–yes–
probeTmnumber|nullyes–
stemGcPercentnumber|nullyes–
stemTmnumber|nullyes–

No examples provided.

check_value ~677

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
againstnumber––
against_factornumber––
against_offsetnumber––
labelstring––
maxnumber––
minnumber––
operatorstring––
recordstring––
report_onlyboolean––
setarray––
textstring––
thresholdnumber––
valuenumberyes–
NameTypeReqDescription
failedbooleanyes–
messagestringyes–
passedbooleanyes–
recordobject|nullyes–
value–yes–

No examples provided.

classify_droplets ~1,656

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
ch1_nnnumber––
ch1_npnumber––
ch1_pnnumber––
ch1_ppnumber––
ch2_nnnumber––
ch2_npnumber––
ch2_pnnumber––
ch2_ppnumber––
constant_controlstring––
distance_paramnumber––
dropletsstringyes–
knumber––
markersstring––
methodstring––
probnumber––
random_seednumber––
sam_seednumber––
sensitivitynumber––
templatestring––
trainingstring––
NameTypeReqDescription
centres–yes–
classes–yes–
confidencenumberyes–
copies_per_droplet–yes–
counts–yes–
members–yes–
methodstringyes–
normalised–yes–
params–yes–
totalnumberyes–
wells–yes–

No examples provided.

classify_grammar_part ~217

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
NameTypeReqDescription
classification–yes–
grammarstringyes–
isVectorbooleanyes–
levelnumberyes–
positionstringyes–
releaseCutsnumberyes–
releaseEnzymestringyes–
spans–yes–

No examples provided.

cluster_molecules ~326

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
clustersnumber––
methodstring––
moleculesarrayyes–
picksnumber––
reorderingboolean––
seednumber––
thresholdnumber––
NameTypeReqDescription
groups–yes–
picks–yes–
summarystringyes–
unread–yes–

No examples provided.

codon_optimality ~394

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
hoststring––
sequencestring––
tablestring––
thresholdnumber––
NameTypeReqDescription
fopnumberyes–
nonOptimalnumberyes–
optimalCodonsnumberyes–
report–yes–
scorednumberyes–

No examples provided.

codon_table_fetch ~603

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
coveragestring––
modestring––
organismstringyes–
save_asstring––
sourcestring––
NameTypeReqDescription
cdsnumber|nullyes–
codonsnumber|nullyes–
gc3number|nullyes–
organismstringyes–
report–yes–
table–yes–

No examples provided.

codon_usage_analysis ~630

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
enc_bg_correctionboolean––
enc_pairsboolean––
featurestring––
organismstring––
rare_thresholdnumber––
rcbs_directionalboolean––
rcbs_meanstring––
reverseboolean––
tablestring––
NameTypeReqDescription
cainumber|nullyes–
caiAvailablebooleanyes–
codonMapobject|nullyes–
codonsnumberyes–
encnumberyes–
gcnumberyes–
rareBasisstringyes–
rareFractionnumberyes–
rareHits–yes–
rcbsnumberyes–
referenceTablestringyes–
regionstringyes–
report–yes–
strandSourcestringyes–

No examples provided.

codon_usage_distance ~316

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
featurestring––
reverseboolean––
synonymousboolean––
NameTypeReqDescription
ceilingnumberyes–
comparednumberyes–
furtheststringyes–
neareststringyes–
nearestDistancenumberyes–
neighbours–yes–
regionstringyes–
skipped–yes–
strandSourcestringyes–
synonymousbooleanyes–

No examples provided.

compare_antibodies ~390

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
antibodiesarray––
chainstring––
definitionstring––
include_subjectboolean––
pHnumber––
NameTypeReqDescription
alignmentstringyes–
chains–yes–
identicalnumberyes–
mutationsnumberyes–
positions–yes–
refused–yes–
regions–yes–
rows–yes–

No examples provided.

compare_constructions ~270

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
againststringyes–
documentstring––
keystring––
NameTypeReqDescription
rows–yes–
sharednumberyes–
similaritynumberyes–

No examples provided.

compare_molecules ~366

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
fingerprintstring––
moleculestringyes–
otherstringyes–
tversky_anumber––
tversky_bnumber––
NameTypeReqDescription
count_similarity–yes–
metrics–yes–
summarystringyes–
tanimoto_by_fingerprint–yes–

No examples provided.

compare_reads_to_reference ~413

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
end_phrednumber––
genetic_codenumber––
min_phrednumber––
quality_filterboolean––
readsarray––
NameTypeReqDescription
acceptednumberyes–
alignmentFigurestring|nullyes–
cautions–yes–
conclusionstringyes–
consensusstringyes–
coveragePctnumberyes–
derivation–yes–
gaps–yes–
identityPctnumberyes–
perRead–yes–
recordobjectyes–
variants–yes–

No examples provided.

compare_trees ~319

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
cutoffnumber––
modestring––
sharedTaxaOnlyboolean––
treesarrayyes–
NameTypeReqDescription
comparedTaxanumberyes–
consensusstringyes–
distances–yes–
normalizednumberyes–
prunedTaxa–yes–
rfnumberyes–
treeCountnumberyes–

No examples provided.

consensus_from_traces ~684

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
algorithmstring––
documentstring––
forward_primerstring––
min_confnumber––
primer_matchnumber––
quality_trimboolean––
reverse_complement_secondboolean––
reverse_primerstring––
second_documentstring––
trim_end_gapsboolean––
trim_min_goodnumber––
trim_primersboolean––
trim_windownumber––
NameTypeReqDescription
ambiguousPositionsnumberyes–
consensusstringyes–
lengthnumberyes–
readingstringyes–
readsUsednumberyes–
trimmedFromEndsnumberyes–

No examples provided.

convert_mass_moles ~355

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
amountnumber––
amount_unitstring––
massnumber––
mass_unitstring––
molecular_weightnumber––
strandsstring––
NameTypeReqDescription
amountnumber|nullyes–
copiesnumber|nullyes–
massnumber|nullyes–
molecularWeightnumber|nullyes–

No examples provided.

copy_number_allele_split ~308

No description provided.

NameTypeReqDescription
_filesarray––
_subjectobject––
estimated_onlyboolean––
filestring––
NameTypeReqDescription
metrics–yes–
provenance–yes–
segments–yes–
summarystringyes–

No examples provided.

Install

How do I install the Jean — Molecular Biology & Genomics MCP server?

Jean — Molecular Biology & Genomics is a hosted endpoint at https://jeanslabs.vercel.app/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · jeanslabs.vercel.app

# add to Claude Code
claude mcp add --transport http genmnz-jean 'https://jeanslabs.vercel.app/mcp'
Common questions

What is the Jean — Molecular Biology & Genomics MCP server?

Jean — Molecular Biology & Genomics is an MCP server listed in the public MCP registry as io.github.genmnz/jean. Validated molecular biology tools: cloning, primers, CRISPR, Sanger, alignment, qPCR, phylogenetics. This page covers its hosted endpoint (https://jeanslabs.vercel.app/mcp).

Is the Jean — Molecular Biology & Genomics MCP server safe to use?

Jean — Molecular Biology & Genomics scores 72 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

Does the Jean — Molecular Biology & Genomics MCP server require authentication?

No. We connected to Jean — Molecular Biology & Genomics without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Jean — Molecular Biology & Genomics MCP server still maintained?

Jean — Molecular Biology & Genomics is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.