{"id":"https://openalex.org/W7164047720","doi":"https://doi.org/10.48550/arxiv.2606.09182","title":"Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering","display_name":"Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering","publication_year":2026,"publication_date":"2026-06-08","ids":{"openalex":"https://openalex.org/W7164047720","doi":"https://doi.org/10.48550/arxiv.2606.09182"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.09182","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.09182","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.09182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134746315","display_name":"Kehui Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Kehui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138266208","display_name":"Yicheng Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Yicheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138218646","display_name":"Jacky Keung","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keung, Jacky","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138263253","display_name":"Zhenyu Mao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mao, Zhenyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138205988","display_name":"Xiaoxue Ma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ma, Xiaoxue","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.10369999706745148,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.10369999706745148,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.0860000029206276,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.066600002348423,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6887000203132629},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5170000195503235},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.4659999907016754},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43549999594688416},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4244000017642975},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.42399999499320984},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.41280001401901245},{"id":"https://openalex.org/keywords/enterprise-system","display_name":"Enterprise system","score":0.4025999903678894}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6887000203132629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5692999958992004},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5515999794006348},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5170000195503235},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4927000105381012},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4659999907016754},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43549999594688416},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4244000017642975},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.42399999499320984},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.41280001401901245},{"id":"https://openalex.org/C67571701","wikidata":"https://www.wikidata.org/wiki/Q1318054","display_name":"Enterprise system","level":2,"score":0.4025999903678894},{"id":"https://openalex.org/C185765463","wikidata":"https://www.wikidata.org/wiki/Q1318054","display_name":"Enterprise software","level":2,"score":0.39239999651908875},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.37779998779296875},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C138824270","wikidata":"https://www.wikidata.org/wiki/Q3318162","display_name":"Enterprise modelling","level":4,"score":0.32820001244544983},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.30889999866485596},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3046000003814697},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.30390000343322754},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2939000129699707},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.28279998898506165},{"id":"https://openalex.org/C146342590","wikidata":"https://www.wikidata.org/wiki/Q11606385","display_name":"Enterprise systems engineering","level":4,"score":0.28139999508857727},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27140000462532043},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C44416564","wikidata":"https://www.wikidata.org/wiki/Q7554199","display_name":"Software Engineering Process Group","level":5,"score":0.26759999990463257},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.26429998874664307},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.2572000026702881}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.09182","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.09182","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.09182","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.09182","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"are":[4],"increasingly":[5],"used":[6,50],"in":[7,14,25,51,79,101,118,168],"AI-based":[8],"software":[9,170],"engineering,":[10],"but":[11,104],"their":[12],"limitations":[13],"complex":[15],"task":[16,96],"execution":[17],"and":[18,49,62,82,98,115,122,141,156,165],"multi-tool":[19],"coordination":[20,113],"have":[21],"driven":[22],"growing":[23],"interest":[24],"the":[26,80],"Model":[27],"Context":[28],"Protocol":[29],"(MCP).":[30],"Existing":[31],"research":[32],"has":[33],"mainly":[34],"focused":[35],"on":[36,44,152],"MCP's":[37,162],"technical":[38],"design,":[39],"with":[40,55,73],"limited":[41],"empirical":[42,150],"evidence":[43,151],"how":[45],"it":[46],"is":[47,90],"adopted":[48],"enterprise":[52,153],"practice,":[53],"particularly":[54],"regard":[56],"to":[57],"deployment":[58,166],"challenges,":[59],"operational":[60,144],"risks,":[61],"practitioner":[63],"expectations.":[64],"To":[65],"address":[66],"this":[67],"gap,":[68],"we":[69],"conducted":[70],"semi-structured":[71],"interviews":[72],"20":[74],"practitioners":[75],"from":[76],"eight":[77],"companies":[78],"Internet":[81],"financial":[83],"sectors.":[84],"The":[85],"findings":[86],"show":[87],"that":[88],"MCP":[89,154],"valued":[91],"for":[92,130,160],"supporting":[93],"cross-system":[94],"collaboration,":[95],"decoupling,":[97],"knowledge":[99],"reuse":[100],"LLM-based":[102],"workflows,":[103],"its":[105],"adoption":[106,134],"remains":[107],"constrained":[108],"by":[109],"ecosystem":[110],"fragmentation,":[111],"cross-component":[112],"difficulties,":[114],"unresolved":[116],"problems":[117],"distributed":[119],"state":[120],"management":[121],"fault":[123],"diagnosis.":[124],"Participants":[125],"also":[126],"expressed":[127],"strong":[128],"demand":[129],"better":[131],"standardization,":[132,163],"lower":[133],"barriers":[135],"through":[136],"low-code":[137],"or":[138],"plugin-based":[139],"approaches,":[140],"more":[142],"systematic":[143],"support.":[145],"These":[146],"results":[147],"provide":[148],"early":[149],"practice":[155],"offer":[157],"practical":[158],"implications":[159],"improving":[161],"usability,":[164],"readiness":[167],"real-world":[169],"engineering":[171],"environments.":[172]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-06-10T00:00:00"}
