Spectral libraries

107 libraries · 2,701,012 MS/MS spectra · 208,697 unique 2D InChIKeys  ·  last updated 2026-10-26

Every library synced into the knowledgebase. Download each one as MGF or JSON, or grab its slim per-spectrum metadata. The complete legacy set also lives at external.gnps2.org.

Library Source Category Description Spectra Downloads
CEMBIO_OXYLIPINS GNPS2 Standard A library of Oxylipins 75 MGF · JSON · Slim metadata
GNPS-C23-BILE-ACIDS-MODIFICATIONS GNPS2 MassQL Derived Library generated from repository-scale MassQL 4,442 MGF · JSON · Slim metadata
GNPS-C24-ALKAMINE-BILE-ACIDS-MODIFICATIONS GNPS2 MassQL Derived Library generated from repository-scale MassQL 257,490 MGF · JSON · Slim metadata
GNPS-C24-BILE-ACIDS-MODIFICATIONS GNPS2 MassQL Derived Library generated from repository-scale MassQL 198,127 MGF · JSON · Slim metadata
GNPS-C26-BILE-ACIDS-MODIFICATIONS GNPS2 MassQL Derived Library generated from repository-scale MassQL 4,185 MGF · JSON · Slim metadata
GNPS-C27-BILE-ACIDS-MODIFICATIONS GNPS2 MassQL Derived Library generated from repository-scale MassQL 66,753 MGF · JSON · Slim metadata
GNPS-C28-BILE-ALCOHOL-MODIFICATIONS GNPS2 MassQL Derived Library generated from repository-scale MassQL 109,143 MGF · JSON · Slim metadata
GNPS2-PEG-MASSQL-PROPOGATED GNPS2 MassQL Derived Candidate library of polyethylene glycol (PEG) and polyethylene glycol modifications. The library was created by detection of diagnostic oxonium ion series at m/z 89.0597, 133.0859, 177.1121, 221.1383, and 265.1645 at the repository scale. Of the 85,854 unique precursor m/z, 13,352 were confidently assigned to PEG chain lengths, with < 10 ppm error, corresponding to neutral molecular weights range from 265.164 to 1,488.9 Da. 85,484 MGF · JSON · Slim metadata
N-ACYL-DIPEPTIDES GNPS2 Multiplex Synthesis Comprehensive positive-ion Orbitrap Exploris 120 MS/MS spectral library of synthetic N-acyl dipeptides generated by combinatorial synthesis and curated using replicate DDA and exclusion-list acquisitions. The deposited version contains 5,225 spectra that passed strict GNPS2 quality control. 5,225 MGF · JSON · Slim metadata
USER-CONTRIBUTED-GNPS2 GNPS2 Standard 37 MGF · JSON · Slim metadata
3-HYDROXY-ACYL-AMIDES-LIBRARY GNPS Standard 3-HYDROXY-ACYL-AMIDES-LIBRARY 726 MGF · JSON · Slim metadata
AASDB GNPS Standard AASDB 96 MGF · JSON · Slim metadata
BERKELEY-LAB GNPS Standard BERKELEY-LAB 24,992 MGF · JSON · Slim metadata
BILELIB19 GNPS Standard BILELIB19 4,953 MGF · JSON · Slim metadata
CMMC-FOOD-BIOMARKERS GNPS Standard CMMC-FOOD-BIOMARKERS 652 MGF · JSON · Slim metadata
DEREPLICATOR_IDENTIFIED_LIBRARY GNPS Standard DEREPLICATOR_IDENTIFIED_LIBRARY 379 MGF · JSON · Slim metadata
DMIM-DRUG-METABOLITE-LIBRARY GNPS Standard DMIM-DRUG-METABOLITE-LIBRARY 6,565 MGF · JSON · Slim metadata
ECG-ACYL-AMIDES-C4-C24-LIBRARY GNPS Standard ECG-ACYL-AMIDES-C4-C24-LIBRARY 3,144 MGF · JSON · Slim metadata
ECG-ACYL-ESTERS-C4-C24-LIBRARY GNPS Standard ECG-ACYL-ESTERS-C4-C24-LIBRARY 495 MGF · JSON · Slim metadata
ECRFS_DB GNPS Standard ECRFS_DB GNPS1 reference library 101 MGF · JSON · Slim metadata
ELIXDB-LICHEN-DATABASE GNPS Standard ELIXDB-LICHEN-DATABASE 495 MGF · JSON · Slim metadata
GNPS-ALKYLAMINES-BILE-ACIDS-LIBRARY GNPS Standard GNPS-ALKYLAMINES-BILE-ACIDS-LIBRARY 2,148 MGF · JSON · Slim metadata
GNPS-ALKYLAMINES-LIBRARY GNPS Standard GNPS-ALKYLAMINES-LIBRARY 13,854 MGF · JSON · Slim metadata
GNPS-BILE-ACID-MODIFICATIONS GNPS MassQL Derived GNPS-BILE-ACID-MODIFICATIONS 21,549 MGF · JSON · Slim metadata
GNPS-CANDIDATE-CARNITINES-MASSQL GNPS MassQL Derived GNPS-CANDIDATE-CARNITINES-MASSQL 34,222 MGF · JSON · Slim metadata
GNPS-COLLECTIONS-MISC GNPS Standard GNPS-COLLECTIONS-MISC 46 MGF · JSON · Slim metadata
GNPS-COLLECTIONS-PESTICIDES-NEGATIVE GNPS Standard GNPS-COLLECTIONS-PESTICIDES-NEGATIVE 76 MGF · JSON · Slim metadata
GNPS-COLLECTIONS-PESTICIDES-POSITIVE GNPS Standard GNPS-COLLECTIONS-PESTICIDES-POSITIVE 650 MGF · JSON · Slim metadata
GNPS-CONJUGATED-METABOLOME-NEGATIVE GNPS Propagated GNPS-CONJUGATED-METABOLOME-NEGATIVE 32,688 MGF · JSON · Slim metadata
GNPS-CONJUGATED-METABOLOME-POSITIVE-PARTITION-1 GNPS Propagated GNPS-CONJUGATED-METABOLOME-POSITIVE-PARTITION-1 55,000 MGF · JSON · Slim metadata
GNPS-CONJUGATED-METABOLOME-POSITIVE-PARTITION-2 GNPS Propagated GNPS-CONJUGATED-METABOLOME-POSITIVE-PARTITION-2 55,000 MGF · JSON · Slim metadata
GNPS-CONJUGATED-METABOLOME-POSITIVE-PARTITION-3 GNPS Propagated GNPS-CONJUGATED-METABOLOME-POSITIVE-PARTITION-3 55,379 MGF · JSON · Slim metadata
GNPS-D2-AMINO-LIPID-LIBRARY GNPS Standard GNPS-D2-AMINO-LIPID-LIBRARY 50 MGF · JSON · Slim metadata
GNPS-DRUG-ANALOG GNPS Propagated GNPS-DRUG-ANALOG 13,932 MGF · JSON · Slim metadata
GNPS-EMBL-MCF GNPS Standard GNPS-EMBL-MCF 498 MGF · JSON · Slim metadata
GNPS-FAULKNERLEGACY GNPS Standard GNPS-FAULKNERLEGACY 126 MGF · JSON · Slim metadata
GNPS-IIMN-PROPOGATED GNPS Propagated GNPS-IIMN-PROPOGATED 495 MGF · JSON · Slim metadata
GNPS-IOBA-NHC GNPS Standard GNPS-IOBA-NHC 152 MGF · JSON · Slim metadata
GNPS-ION-MOBILITY-LIBRARY GNPS Standard GNPS-ION-MOBILITY-LIBRARY 20,350 MGF · JSON · Slim metadata
GNPS-ION-MOBILITY-LIBRARY-FILTERED GNPS Standard GNPS-ION-MOBILITY-LIBRARY-FILTERED 91 MGF · JSON · Slim metadata
GNPS-LIBRARY GNPS Standard GNPS-LIBRARY 12,730 MGF · JSON · Slim metadata
GNPS-MASSQL-BILE-ACID-ISOMER GNPS MassQL Derived GNPS-MASSQL-BILE-ACID-ISOMER 731 MGF · JSON · Slim metadata
GNPS-MSMLS GNPS Standard GNPS-MSMLS 863 MGF · JSON · Slim metadata
GNPS-N-ACYL-LIPIDS-MASSQL GNPS Standard GNPS-N-ACYL-LIPIDS-MASSQL 3,019 MGF · JSON · Slim metadata
GNPS-NIH-CLINICALCOLLECTION1 GNPS Standard GNPS-NIH-CLINICALCOLLECTION1 374 MGF · JSON · Slim metadata
GNPS-NIH-CLINICALCOLLECTION2 GNPS Standard GNPS-NIH-CLINICALCOLLECTION2 181 MGF · JSON · Slim metadata
GNPS-NIH-NATURALPRODUCTSLIBRARY GNPS Standard GNPS-NIH-NATURALPRODUCTSLIBRARY 686 MGF · JSON · Slim metadata
GNPS-NIH-NATURALPRODUCTSLIBRARY_ROUND2_NEGATIVE GNPS Standard GNPS-NIH-NATURALPRODUCTSLIBRARY_ROUND2_NEGATIVE 1,852 MGF · JSON · Slim metadata
GNPS-NIH-NATURALPRODUCTSLIBRARY_ROUND2_POSITIVE GNPS Standard GNPS-NIH-NATURALPRODUCTSLIBRARY_ROUND2_POSITIVE 7,782 MGF · JSON · Slim metadata
GNPS-NIH-SMALLMOLECULEPHARMACOLOGICALLYACTIVE GNPS Standard GNPS-NIH-SMALLMOLECULEPHARMACOLOGICALLYACTIVE 1,399 MGF · JSON · Slim metadata
GNPS-NIST14-MATCHES GNPS Standard GNPS-NIST14-MATCHES 5,597 MGF · JSON · Slim metadata
GNPS-NUTRI-METAB-FEM-NEG GNPS Standard GNPS-NUTRI-METAB-FEM-NEG 2,233 MGF · JSON · Slim metadata
GNPS-NUTRI-METAB-FEM-POS GNPS Standard GNPS-NUTRI-METAB-FEM-POS 2,522 MGF · JSON · Slim metadata
GNPS-REFRAME-DRUG-CCS-LIBRARY GNPS Standard GNPS-REFRAME-DRUG-CCS-LIBRARY 6,844 MGF · JSON · Slim metadata
GNPS-SAM-SIK-KANG-LEGACY-LIBRARY GNPS Standard GNPS-SAM-SIK-KANG-LEGACY-LIBRARY 318 MGF · JSON · Slim metadata
GNPS-SCIEX-LIBRARY GNPS Standard GNPS-SCIEX-LIBRARY 288 MGF · JSON · Slim metadata
GNPS-SELLECKCHEM-FDA-PART2 GNPS Standard GNPS-SELLECKCHEM-FDA-PART2 593 MGF · JSON · Slim metadata
GNPS-SUSPECTLIST GNPS Propagated GNPS-SUSPECTLIST 87,911 MGF · JSON · Slim metadata
GNPS-SYNTHESIS-CARNITINES GNPS Multiplex Synthesis GNPS-SYNTHESIS-CARNITINES 1,003 MGF · JSON · Slim metadata
GNPS-XENORHABDUS-PHOTORHABDUS-COMPOUNDS-LIBRARY GNPS Standard GNPS-XENORHABDUS-PHOTORHABDUS-COMPOUNDS-LIBRARY 133 MGF · JSON · Slim metadata
HCE-CELL-LYSATE-LIPIDS GNPS Standard HCE-CELL-LYSATE-LIPIDS 81 MGF · JSON · Slim metadata
IQAMDB GNPS Standard IQAMDB 317 MGF · JSON · Slim metadata
LDB_NEGATIVE GNPS Standard LDB_NEGATIVE 577 MGF · JSON · Slim metadata
LDB_POSITIVE GNPS Standard LDB_POSITIVE 457 MGF · JSON · Slim metadata
LEAFBOT GNPS Standard LEAFBOT 779 MGF · JSON · Slim metadata
MCE-DRUG GNPS Standard MCE-DRUG 20,955 MGF · JSON · Slim metadata
MIADB GNPS Standard MIADB 401 MGF · JSON · Slim metadata
MMV_NEGATIVE GNPS Standard MMV_NEGATIVE 47 MGF · JSON · Slim metadata
MMV_POSITIVE GNPS Standard MMV_POSITIVE 110 MGF · JSON · Slim metadata
MSNLIB-NEGATIVE GNPS Standard MSNLIB-NEGATIVE 142,024 MGF · JSON · Slim metadata
MSNLIB-POSITIVE GNPS Standard MSNLIB-POSITIVE 205,755 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-ALL-PARTITION-1 GNPS Multiplex Synthesis Multiplex synthesis library (all), partition 1 88,331 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-ALL-PARTITION-2 GNPS Multiplex Synthesis Multiplex synthesis library (all), partition 2 88,333 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-ALL-PARTITION-3 GNPS Multiplex Synthesis Multiplex synthesis library (all), partition 3 88,292 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-ALL-PARTITION-4 GNPS Multiplex Synthesis Multiplex synthesis library (all), partition 4 88,331 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-ALL-PARTITION-5 GNPS Multiplex Synthesis MULTIPLEX-SYNTHESIS-LIBRARY-ALL-PARTITION-5 88,330 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-ALL-PARTITION-6 GNPS Multiplex Synthesis MULTIPLEX-SYNTHESIS-LIBRARY-ALL-PARTITION-6 50,714 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-FILTERED-PARTITION-1 GNPS Multiplex Synthesis MULTIPLEX-SYNTHESIS-LIBRARY-FILTERED-PARTITION-1 84,792 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-FILTERED-PARTITION-2 GNPS Multiplex Synthesis MULTIPLEX-SYNTHESIS-LIBRARY-FILTERED-PARTITION-2 84,782 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-FILTERED-PARTITION-3 GNPS Multiplex Synthesis MULTIPLEX-SYNTHESIS-LIBRARY-FILTERED-PARTITION-3 84,792 MGF · JSON · Slim metadata
MULTIPLEX-SYNTHESIS-LIBRARY-FILTERED-PARTITION-4 GNPS Multiplex Synthesis MULTIPLEX-SYNTHESIS-LIBRARY-FILTERED-PARTITION-4 16,525 MGF · JSON · Slim metadata
NEO-MSMS GNPS Standard NEO-MSMS 472 MGF · JSON · Slim metadata
PHENOLICSDB GNPS Standard PHENOLICSDB 293 MGF · JSON · Slim metadata
PNNL-LIPIDS-NEGATIVE GNPS Standard PNNL-LIPIDS-NEGATIVE 16,142 MGF · JSON · Slim metadata
PNNL-LIPIDS-POSITIVE GNPS Standard PNNL-LIPIDS-POSITIVE 30,574 MGF · JSON · Slim metadata
PSU-MSMLS GNPS Standard PSU-MSMLS 574 MGF · JSON · Slim metadata
PYRROLIZIDINE-ALKALOID-SPECTRAL-LIBRARY GNPS Standard PYRROLIZIDINE-ALKALOID-SPECTRAL-LIBRARY 164 MGF · JSON · Slim metadata
REFRAME-NEGATIVE-LIBRARY GNPS Propagated REFRAME-NEGATIVE-LIBRARY 3,678 MGF · JSON · Slim metadata
REFRAME-POSITIVE-LIBRARY GNPS Propagated REFRAME-POSITIVE-LIBRARY 9,617 MGF · JSON · Slim metadata
TUEBINGEN-NATURAL-PRODUCT-COLLECTION GNPS Standard TUEBINGEN-NATURAL-PRODUCT-COLLECTION 941 MGF · JSON · Slim metadata
UM-NPDC GNPS Standard UM-NPDC 63 MGF · JSON · Slim metadata
WFSR-LIBRARY GNPS Standard WFSR-LIBRARY 6,941 MGF · JSON · Slim metadata
WINE-DB-ORBITRAP GNPS Standard WINE-DB-ORBITRAP 337 MGF · JSON · Slim metadata
WINE-DB-QTOF GNPS Standard WINE-DB-QTOF 1,155 MGF · JSON · Slim metadata
XANTHONES-DB GNPS Standard XANTHONES-DB 104 MGF · JSON · Slim metadata
BIRMINGHAM-UHPLC-MS-NEG Import Standard BIRMINGHAM-UHPLC-MS-NEG 7,198 MGF · JSON · Slim metadata
BIRMINGHAM-UHPLC-MS-POS Import Standard BIRMINGHAM-UHPLC-MS-POS 7,040 MGF · JSON · Slim metadata
BMDMS-NP Import Standard BMDMS-NP 162,764 MGF · JSON · Slim metadata
CASMI Import Standard CASMI 527 MGF · JSON · Slim metadata
GNPS-LIPID-MAPS-PARTIAL-SPECTRA-DB Import Propagated A curated LIPID MAPS collection of spectra from lipids with partial structural annotation, generated by multiple laboratories. 404 MGF · JSON · Slim metadata
GNPS-LIPID-MAPS-STANDARDS-SPECTRA-DB Import Standard A curated LIPID MAPS collection of high-quality reference spectra from lipidomics research laboratories. 1,638 MGF · JSON · Slim metadata
HMDB Import Standard HMDB 2,016 MGF · JSON · Slim metadata
MASSBANK Import Standard MASSBANK 47,779 MGF · JSON · Slim metadata
MASSBANKEU Import Standard MASSBANKEU 1,350 MGF · JSON · Slim metadata
MONA Import Standard MONA 45,783 MGF · JSON · Slim metadata
RESPECT Import Standard RESPECT 1,223 MGF · JSON · Slim metadata
SUMNER Import Standard SUMNER 586 MGF · JSON · Slim metadata

Source — where the library came from
  • GNPS: Deposited by the community in the original GNPS (GNPS1) spectral library, and mirrored here.
  • GNPS2: Built on GNPS2 through a library-creation workflow.
  • Import: Sourced from an external collection (MassBank, HMDB, MoNA, NIST, …) and mirrored here.
Category — how the annotations were established
  • Standard: Reference MS/MS spectra annotated by measuring a known compound directly. Imported libraries are Standard.
  • Propagated: Annotations extended computationally to spectra that were not themselves matched to a reference compound — propagated from Standard matches across a molecular network. Wider coverage, weaker per-annotation evidence than Standard.
  • MassQL Derived: Spectra selected or annotated using MassQL rules rather than network-based annotation propagation.
  • Multiplex Synthesis: Spectra annotated from multiplex synthesis experiments rather than network-based annotation propagation.