{"id":"https://openalex.org/W7162632099","doi":"https://doi.org/10.48550/arxiv.2605.28148","title":"DeltaMCP: Incremental Regeneration via Spec-Aware Transformation for MCP servers","display_name":"DeltaMCP: Incremental Regeneration via Spec-Aware Transformation for MCP servers","publication_year":2026,"publication_date":"2026-05-27","ids":{"openalex":"https://openalex.org/W7162632099","doi":"https://doi.org/10.48550/arxiv.2605.28148"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.28148","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.28148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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.2605.28148","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120685988","display_name":"Aditya Pujara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pujara, Aditya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137271019","display_name":"Xiaogang Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Xiaogang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137305011","display_name":"Hsiang-Ting Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Hsiang-Ting","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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.4496000111103058,"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"}},"topics":[{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.4496000111103058,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.08780000358819962,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.0860000029206276,"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/maintainability","display_name":"Maintainability","score":0.7659000158309937},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7084000110626221},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6133999824523926},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5347999930381775},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5256999731063843},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5227000117301941},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5133000016212463},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.47189998626708984}],"concepts":[{"id":"https://openalex.org/C160713754","wikidata":"https://www.wikidata.org/wiki/Q1389965","display_name":"Maintainability","level":2,"score":0.7659000158309937},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7084000110626221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6736000180244446},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6133999824523926},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5347999930381775},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5256999731063843},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5227000117301941},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5146999955177307},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5133000016212463},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.47189998626708984},{"id":"https://openalex.org/C164554305","wikidata":"https://www.wikidata.org/wiki/Q71550","display_name":"Application server","level":2,"score":0.424699991941452},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3993000090122223},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3961000144481659},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3495999872684479},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3467000126838684},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.34450000524520874},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.3357999920845032},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.31360000371932983},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2935999929904938},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2711000144481659},{"id":"https://openalex.org/C139968098","wikidata":"https://www.wikidata.org/wiki/Q3055454","display_name":"Development environment","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.2581999897956848},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.28148","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.28148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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.2605.28148","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.28148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":[{"id":"https://metadata.un.org/sdg/9","score":0.6675692796707153,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,125],"rapid":[1],"development":[2],"of":[3,9,42,53,89,96],"LLMs":[4],"coupled":[5],"with":[6,20],"the":[7,50,86,108,128],"introduction":[8],"Model":[10],"Context":[11],"Protocol":[12],"(MCP)":[13],"has":[14],"revolutionized":[15],"how":[16],"intelligent":[17],"agents":[18],"interact":[19],"APIs":[21,59],"through":[22,133],"deterministic":[23],"and":[24,60,122,138],"structured":[25],"methods":[26,118],"\\cite{ModelContextProtocolIntro2025}.":[27],"While":[28],"some":[29],"existing":[30],"systems":[31],"like":[32],"AutoMCP":[33],"attempt":[34],"to":[35,48,83,150],"automate":[36],"a":[37,71,93,144],"previously":[38],"completely":[39],"manual":[40],"process":[41],"generating":[43],"MCP":[44,63,78,90,154],"servers,":[45,91],"they":[46],"fail":[47],"address":[49],"recurring":[51],"challenge":[52],"maintaining":[54],"synchronization":[55],"between":[56],"evolving":[57],"enterprise-level":[58],"their":[61],"corresponding":[62,98],"toolset":[64],"implementation":[65],"\\cite{mastouri2025makingrestapisagentready}.":[66],"This":[67,141],"paper":[68],"introduces":[69],"DeltaMCP,":[70],"specification-aware,":[72],"incremental":[73],"regeneration":[74],"tool":[75],"for":[76,147,157],"enterprise-grade":[77],"servers.":[79],"DeltaMCP":[80,111,134],"enables":[81],"developers":[82],"only":[84],"update":[85],"affected":[87],"tooling":[88],"given":[92],"new":[94],"release":[95],"it's":[97],"service's":[99],"OpenAPI":[100],"specification.":[101],"Using":[102],"Azure":[103],"REST":[104],"API":[105],"specifications":[106],"as":[107],"evaluation":[109],"dataset,":[110],"is":[112],"benchmarked":[113],"against":[114],"baseline":[115],"full":[116],"generation":[117,120],"on":[119],"quality":[121],"system":[123],"performance.":[124],"results":[126],"demonstrate":[127],"reduction":[129],"in":[130],"developer":[131],"overhead":[132],"whilst":[135],"improving":[136],"maintainability":[137],"version":[139],"consistency.":[140],"research":[142],"offers":[143],"scalable":[145],"approach":[146],"enterprises":[148],"seeking":[149],"maintain":[151],"high-fidelity,":[152],"up-to-date":[153],"server":[155],"infrastructures":[156],"LLM-based":[158],"systems.":[159]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-29T00:00:00"}
