Pith. sign in

Paper Citation Record · LEDGER

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

As of 19 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 13 inbound Pith citation observations for arXiv:2504.21030.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.21030 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:12:33.675500Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:19:13.951871Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

80 of 80 outbound references displayed

  • verified exact4
  • verified fuzzy31
  • unresolved44
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b83764db-1339-4ee7-ade4-7601a8dd2d33 · outbound

This paper cites & Zheng, X.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Zheng, X

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.386772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.185997Z digest=sha256:e6c0ac1b5cc4eee427a0fb964449efdbd34a9acbd8934297926441c949067922

Observation 17ae5b2a-8fc4-4002-9b80-b69051c31ebf · outbound

This paper cites S., Courville, A.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications S., Courville, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.368307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.196223Z digest=sha256:0b0379903d1e13b91ae76fccab7b05a31c2f4081fa289be4f7efb7469730719e

Observation d296e1e5-467f-4b16-a83e-9d4aeffd5ea5 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:35.349991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.202741Z digest=sha256:2f011e457a9ab7c4f1099290f163bca07984228524842a60175ea7754de0bf66

Observation 3543fca6-e8af-4f21-bfd6-deec8004ed8a · outbound

This paper cites M., & Kester, L.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications M., & Kester, L

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.332114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.209212Z digest=sha256:56f7a568875ea3979da66c8c625e1e47fd63fadfd11b26ada2b35dbef8d5bd16

Observation 852acffe-b655-4b51-8b7c-afeaf29fe8e0 · outbound

This paper cites Learning Compliant Stiffness by Impedance Control-Aware Task Segmentation and Multi-objective Bayesian Optimization with Priors.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Learning Compliant Stiffness by Impedance Control-Aware Task Segmentation and Multi-objective Bayesian Optimization with Priors

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:12:34.114552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.216614Z digest=sha256:c653892fce700aaf35896837293a011536aa5c2766d21e3725e294e1e3ad0448

Observation 3eb46a81-e867-449f-aa2a-3f29c88682f6 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:35.309744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.224407Z digest=sha256:8ed0cf1f5be6c6d902f2606f32a7e6cb14b667e48d0bb52739a79bddabddf977

Observation 0586a3ee-064e-4a0c-92f0-1e9b4a9e0d0c · outbound

This paper cites & Zaremba, W.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Zaremba, W

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.288498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.231002Z digest=sha256:e1b5ec01a03272a0da30b324618bae8bc84e327c3f11f6ce82ba87a638f855e2

Observation eb6b7a8c-a9d6-4bda-800a-13645cb649b2 · outbound

This paper cites B., D´ ıaz-Rodr´ ıguez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A.,.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications B., D´ ıaz-Rodr´ ıguez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A.,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.269760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.238305Z digest=sha256:1061949027c7be253ea7b1515085f752780682405f6e92bb8ee8f7bed68dd551

Observation 9d2ee557-ebf7-450d-88db-0da86804c2e8 · outbound

This paper cites & Welleck, S.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Welleck, S

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.251540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.244875Z digest=sha256:4e616328e88a06b5891e733eadc603045e738652383511f9250346551e33e2fb

Observation 995b2d19-a615-466e-9a44-ea7ffa6fce1b · outbound

This paper cites S., Weld, D.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications S., Weld, D

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.234268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.250591Z digest=sha256:7bc8f31cfa0c8f0dc8ebc0768925a88d06d8ab759b4acac0d49c45e09725556b

Observation 33412f7a-deac-49de-a946-3db1d51d5f16 · outbound

This paper cites Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T10:12:34.086922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.256191Z digest=sha256:c021fe93606ce3941993c0787bf5c897426ccf4e9bbd8f423ad36a13107837de

Observation a31b0bb6-8a2b-4dc0-9952-e564eca28e68 · outbound

This paper cites B., Mann, B., Ryder, N., Subbiah, M., Kaplan, J ., Dhariwal, P .,.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications B., Mann, B., Ryder, N., Subbiah, M., Kaplan, J ., Dhariwal, P .,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.216404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.261392Z digest=sha256:298c22571ff6b737bca510ffd930ad686b4df25fbf6e32df9b484aa898044282

Observation 640d009a-842b-4d64-b8f0-4eeae8aeb102 · outbound

This paper cites Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.266416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.266416Z digest=sha256:f21b633da926bc2ed2619b97ebc20ae0aee9c46b94ad4085ec0cddf60c9f202d

Observation 2ebaa09d-fff9-4af8-9e78-ab40476754dd · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:35.196096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.272077Z digest=sha256:5ee92bfe0427fd7dc6d56a856534cba8931ece59f6e1e95e85688158a3412572

Observation 86d8b971-d935-422c-b8aa-10b4bae93e2e · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:35.176666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.278349Z digest=sha256:e70a10102a5cf3982332608ea85fe7b1d9a1757ccad772c8270242eddc2c1a64

Observation 4da9581a-8298-433b-a568-30573c796175 · outbound

This paper cites & Mordatch, I.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Mordatch, I

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.160665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.284082Z digest=sha256:7465e95bfbf55c0d1da42f37d4005246c53cfe2cf93951bbd81dcaed4184aedb

Observation 0f1a6439-8aab-418d-81a6-78f1d410ba45 · outbound

This paper cites Holographic Complexity and Phase Transition for AdS Black Holes.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Holographic Complexity and Phase Transition for AdS Black Holes

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.290611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.290611Z digest=sha256:d8a47482b89e3fe34734adc43d7feba7d0f56294b6d495494f8eda0e27de2b3c

Observation e90a9aae-ad08-4a55-b3c0-39a2ad7b99b0 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:35.144105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.298701Z digest=sha256:f7d90dd20e13227da68c312af65b06577986419177f3251fbe788e4ca5ef64d5

Observation 114c7ccf-8efa-451b-83b7-418e4916dab5 · outbound

This paper cites F., Leike, J., Brown, T., Martic, M., Legg, S., & Amodei, D.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications F., Leike, J., Brown, T., Martic, M., Legg, S., & Amodei, D

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.129207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.304474Z digest=sha256:a4d4a148bf3635336d2a1c7e0b8edca16c8b098e135d1bd36f2fc561ee32e5eb

Observation 00355b45-fc03-4975-8fc8-21b7e7db8322 · outbound

This paper cites D., Xu, R., Battaglia, P ., & Ho, S.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications D., Xu, R., Battaglia, P ., & Ho, S

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.113226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.311437Z digest=sha256:0423d38aeac7fa9b1acffc2736de4ea99d7e7e33da30bc3154c3170fc3da9520

Observation 3fb02a32-08b8-4e3c-98e0-27371a1b6004 · outbound

This paper cites On Topological Conditions for Enabling Transient Control in Leader-follower Networks.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications On Topological Conditions for Enabling Transient Control in Leader-follower Networks

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:12:34.003170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.317263Z digest=sha256:420d276735859b9062a6c529bb0c51be30cab8be3a757d9abf86c0c6c56c419d

Observation a63f1f29-5577-4a83-8de9-de787dcee6e1 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:35.096207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.325940Z digest=sha256:b08f0163db0fa47543159ad39da88f50b28fbf686bb7b0e96d41155deac1fff9

Observation 1236bc16-970d-4a05-af74-a077f3485d74 · outbound

This paper cites W ., Lee, K., & Toutanova, K.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications W ., Lee, K., & Toutanova, K

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.077385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.331960Z digest=sha256:1e0536fd43e2cc62cdffb9305a929784939d59592e5df5cc84c00e037fc99a6a

Observation 8dfc7e06-8092-49cf-afd0-20e4ab480eb5 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:35.060210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.337936Z digest=sha256:9b50f3d95871db1c18e23ca77480190e9db399de31d699c09f97d919a2e8fb9d

Observation 076efaeb-bd33-4ddd-947f-748208c2a6bb · outbound

This paper cites M., Tong, S., Lepikhin, D., Xu, Y .,.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications M., Tong, S., Lepikhin, D., Xu, Y .,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.044862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.344504Z digest=sha256:cb31a4d3f9d5025c5afb1fa9f5a1871435f3bdf84d7b9ccb329f557800292c52

Observation b1da73d0-74f5-4317-9f20-d7dc15b3be9c · outbound

This paper cites L., Sutsk ever, I., & Abbeel, P.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications L., Sutsk ever, I., & Abbeel, P

Reference 26

Resolution
verified exact
raw_fallback, observed 2026-08-16T10:12:33.973594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.349712Z digest=sha256:273f4e8ad022e0f06634aa1c5c1a650fac33304ff0e37cf475680d8461683fef

Observation c758a7c6-f8a4-45c3-9702-5502e8d899de · outbound

This paper cites L., & Ef ros, A.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications L., & Ef ros, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:35.029261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.355886Z digest=sha256:03e009c85f3a52207f8f55ed0232d7e2b701baad50556e06fffdef0367cc4397

Observation f5dcc5a1-6a4f-4e08-bba1-fe9aa3fd64bc · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:35.012232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.361099Z digest=sha256:c429b02982a5c04f5b027d14692efd7a499650dfc0ab0ebfbdefcdcf06a26fe1

Observation bd8658f0-9f35-4adf-973c-87afb8e390ef · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.993584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.368193Z digest=sha256:3bd681396ec72b7ce8e3fe995403c87855bf4766c65b6c0afa58da02d595b62e

Observation db2cd21d-20e7-4cc1-b00e-bd33f79b23ac · outbound

This paper cites K., Hughes, L., Ismagilova, E., Aarts, G., C oombs, C., Crick, T.,.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications K., Hughes, L., Ismagilova, E., Aarts, G., C oombs, C., Crick, T.,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.974619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.374049Z digest=sha256:7484af1772cd0cf3b5519b3bcf0c89997b97436180e3abc46d16721d5a545998

Observation d4b83638-4f45-479b-ae04-b80d93d4d8c1 · outbound

This paper cites & Kavukcuoglu, K.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Kavukcuoglu, K

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.954756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.384254Z digest=sha256:3e392eb8c55f4b76fec0743b8867d81f64892ea17d65c49e4e13a438a530fbda

Observation 3ccd91cf-2838-4914-9bc0-1b32c9c5c82b · outbound

This paper cites Barrow Entropy and AdS Black Holes in RPS Thermodynamics.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Barrow Entropy and AdS Black Holes in RPS Thermodynamics

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.390032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.390032Z digest=sha256:58878eef669654fe44e853d8f7b52b2dc3bf5df91ef4ddbaa70664d0c8acfcc4

Observation 2690b7e7-ef00-4086-819d-4c4b63c2e5eb · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.937877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.400470Z digest=sha256:86a812184feecd2465b3f07cdb4c829c246631684aabba268044a60e26fa3b1d

Observation c7de7803-609c-4f29-9ca6-2e12f0511aeb · outbound

This paper cites & Kohli, P.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Kohli, P

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.920684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.405944Z digest=sha256:ad293ab93437912299d2173c7a6a8ca7c168888d15cbc502db3a668773dfa0c3

Observation 48ed543b-6bb5-4e77-9f2d-b196afaf17c9 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.903301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.411337Z digest=sha256:37f0b00a1d465686c7fe8b98f0803523039b40d20cd06829c49da322e48f5dd2

Observation 7cc7fe09-45f2-480c-a572-003ad84a49f6 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.884158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.419186Z digest=sha256:5d1d20da6b58906bbf8fd98c251181d2e8a1c3ae1ebecdc0555f3022b5193832

Observation 91308dab-c04d-4d63-9198-c600212420b5 · outbound

This paper cites Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.425459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.425459Z digest=sha256:9340c750744a8cefae0681e4c40e48a85b333fef39a785fecc3cb8591a278767

Observation b08a8639-15ac-4235-810d-a65a7ca2dc89 · outbound

This paper cites H., Michaelis, C., Zemel, R., Brendel, W ., Bethge, M., & Wichmann, F.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications H., Michaelis, C., Zemel, R., Brendel, W ., Bethge, M., & Wichmann, F

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.859849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.430939Z digest=sha256:7f1d0b9d7f880698d5105a8a240842be4e6557e7007723fdb9d488e22502acb5

Observation 1b2145f8-76df-4b9f-9a96-66ceaba055fe · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.843607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.435801Z digest=sha256:7a993c79bbd7c9342c04a8b5e406acc1d62ed7b3975c6d779b045cd6c923b22e

Observation 4d87a071-7e43-4129-889d-e7e324c744d1 · outbound

This paper cites & Bengio, Y.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Bengio, Y

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.824213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.441323Z digest=sha256:2b0642a97d269a18870b097cf8be8cee2b33f46162604db35c1a4a06382510e8

Observation 7f624dac-fe8b-4999-8675-488753b6ce62 · outbound

This paper cites & Hassabis, D.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Hassabis, D

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.803556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.447356Z digest=sha256:e97cf3a0e61e2744ea6ce8a737445e45845777ccdd25c6eeec44659ad53d5eb4

Observation 349e490e-75e0-43c2-89f6-a9601cebaec9 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.777853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.452663Z digest=sha256:7ec0df7c92c96644736916cd2371097249936407bc1492e10cfa854f665e449a

Observation 8b9da696-0d61-471c-b136-f526bc0ae4c0 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.758243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.458641Z digest=sha256:e6f9849735968bae1c0cb1d186fd127033d4ad81514c0b3b1214bd11a59c2f84

Observation 0c52e2be-6d42-406e-a4f6-c0e04687f555 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.738782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.464494Z digest=sha256:8438479e80d5a39c58c1892000cc5f536ac7356cdc0b9ab04434e3acbaee352d

Observation 14cc1bc0-fdb3-4480-8cd1-02c498e02214 · outbound

This paper cites F., & Ming, Z.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications F., & Ming, Z

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.720876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.470702Z digest=sha256:e8f2979dfda0ba95a509aa2e85a517ff11e5326d2929a5fe047ca0b7d193ebca

Observation a7d7df60-c203-4762-b8b3-93841e2777ed · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.698293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.477327Z digest=sha256:ae005439d929bec03c6a313f20ef3f506560660392e7b1d5d6cfc152962e7a0e

Observation 5959cbf8-b70c-42a7-aeca-5bc3014c250f · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.673973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.482694Z digest=sha256:b9d4112d237a4cabcfd14522a9a33eb54aa89357bb2618eeff3905195a277440

Observation 7670ef73-7aa1-4fd7-8366-b77108400e4e · outbound

This paper cites & Sifre, L.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Sifre, L

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.656069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.490834Z digest=sha256:312a2790344a47515515cd739735450508e39f5b95fe27272a2874340a104c7b

Observation 9221a0f3-2bd8-46a4-a34a-c7c22a3d8cba · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.635663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.498477Z digest=sha256:a09ecb76e06c1b9c9858d08ee939b40e09a0bfc69326786e48185f51dfffbe7d

Observation bef13c36-4dc5-4391-a9e4-a85742bae5e3 · outbound

This paper cites M., Dunning, I., Marris, L ., Lever, G., Castaneda, A.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications M., Dunning, I., Marris, L ., Lever, G., Castaneda, A

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.610787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.505845Z digest=sha256:77ed24ec04291361de6b8ed893f273bfc4dc22d6a03ad721c61b43334d0c1008

Observation d02ca2f4-2490-4228-9518-57b8364053a9 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.593347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.513175Z digest=sha256:72130499f8952038e02c0128b5e00acb1e74c946d93b0c9d43838218a1df0d68

Observation 9a7fce71-f51f-4bde-a09c-ac15a1263b3a · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.564910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.518376Z digest=sha256:d986d60e3ca7431c7ecccd885099915127b1379eda430debf8b727b1f9272278

Observation 3b2963ef-c4a0-4388-b431-951bae69e55d · outbound

This paper cites AI Agents: Evolution, Architecture, and Real-World Applications.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications AI Agents: Evolution, Architecture, and Real-World Applications

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.525032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.525032Z digest=sha256:d679600afe235bbf11bb69375de2e79925831c36a7bffdbd8ab2835f6a1da326

Observation 82a270b8-9769-40c8-9059-dd02123a3c10 · outbound

This paper cites & Hassabis, D.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Hassabis, D

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.547652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.530953Z digest=sha256:e7201fcae659b44109baf0fcda6afa09e86087998d8a828bfef740d5eb5601f4

Observation 06e58b86-d01e-4a24-96e2-ef1d88f2b9aa · outbound

This paper cites P ., Littman, M.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications P ., Littman, M

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.530278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.535648Z digest=sha256:5ab129bfa050df64a109f4479cd38fdf5c011f0aa303bd378a96874fe328b695

Observation 5e856f2a-bb0c-4245-8ddc-d813898d88bc · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.540124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.540124Z digest=sha256:ead1e8b84e5db31b6075d48ccaad6bd60723691f741245dc3764e5a4aec48547

Observation a365b0f9-7b43-45cc-acd1-4142c9335291 · outbound

This paper cites Scaling Laws for Neural Language Models.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Scaling Laws for Neural Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.544825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.544825Z digest=sha256:c40d5d900806988dfb6cfd59c100840a78ff54de75986cb54b1ebb80aed2fd42

Observation c49bd057-3e9f-4715-9d9d-d311832a433f · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.497631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.550916Z digest=sha256:80155138e4600adf4582baea917e9c870a1705a5bee32731b2f47619241e89c8

Observation 608571b9-1ef4-4d0a-aaba-c8d360817c4c · outbound

This paper cites Stellar wind bubbles of OB stars as Galactic cosmic-ray re-accelerators.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Stellar wind bubbles of OB stars as Galactic cosmic-ray re-accelerators

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:12:33.775286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.556056Z digest=sha256:e84fa94b4d200923435cdc62efb48450e8aad1798d83527dd3902c87e307c5d9

Observation 31edda8b-830c-464c-a99f-131489b689a3 · outbound

This paper cites P ., & Welling, M.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications P ., & Welling, M

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.479811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.561481Z digest=sha256:adc0118593c7983db99b93d3d941bf3ce1e14bcb2852488482b12634edaf212e

Observation 14b8030d-bb7b-48ef-92e1-f5de4ea266a2 · outbound

This paper cites A., & Peters, J.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications A., & Peters, J

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.462799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.566258Z digest=sha256:e695e992f1b5d326e2de4f924c5560d3e0c09aa1be95ab12b99b5aef30a70110

Observation 71c99b26-0094-4259-b1ec-97c359795ea4 · outbound

This paper cites W ., Sagawa, S., Marklund, H., Xie, S.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications W ., Sagawa, S., Marklund, H., Xie, S

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.445908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.572463Z digest=sha256:37e3e8f39bc0dc465687bcebd6a6567654373edb244b09839aa09b2e9093fc19

Observation de75b83d-89c5-4ece-bb2d-ebf96a5570ea · outbound

This paper cites M., Lee, S., & Batra, D.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications M., Lee, S., & Batra, D

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.425802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.578270Z digest=sha256:e75e136cc6eb682b4981336fcc8110ce9f9e5b03edfba0e91824cbc60d9db6b6

Observation ba8ced9a-1c87-42ea-acfc-c152e4c9b4f3 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.406354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.583186Z digest=sha256:5ce3d009cb982054501df82f663eafe125a230e964aabc64d301bcb1c4f430af

Observation b2006338-18af-4b6e-ba82-359fc1e9d35d · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.381606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.589861Z digest=sha256:8134de7d60d5804efe6224983dae33320e39f7c7dfbf0a6b3d229687dc597b6d

Observation 119a6d2d-3a00-4168-b521-26752518a7f3 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.364915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.596728Z digest=sha256:9822a3be5fc977dfc607f2c3b16abc0e8055583390d8834d4581025f115591c5

Observation f80ae456-e17e-4349-a565-78c39c44b7d7 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.346542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.603763Z digest=sha256:d95a4df07773bdb75dcb07b5a47ea6388d6af0c7da41516eff29f8466de5a4e1

Observation 0f91c68f-881f-4d13-9b8a-1a008e1dc9d2 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.327366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.609322Z digest=sha256:d8edd06c4574fb9ab20a2312768655decf57ea095ecb6486a4e48e194843aa40

Observation 88aafe35-8ba7-4ed0-8b87-3994ffc911b4 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.308754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.616398Z digest=sha256:a6807ef9fdf884a75c2d2f74b3a4ed4c3a19ded9145630a30bee6bd26d8cbeef

Observation ebf45cd3-5c4e-42f0-9076-fe1fafb28054 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.288267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.623988Z digest=sha256:5a8097c9f73e129e827007a840e56653d3c41042259697e7a299b75398b699b2

Observation 39e38305-1ed2-4707-92d8-756d0b0ea063 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.269325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.628892Z digest=sha256:d5793e5b0d724b826043b373085349e77f86e716601088e5f966aed5292b4129

Observation e9f05021-15b1-4430-9921-01df5f0b53e7 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Constitutional AI: Harmlessness from AI Feedback

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.633656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.633656Z digest=sha256:627ea0e3e90552c64814c0dc3c5b0f85273f7cb163540a2b4cc7d06f09ebce1d

Observation a90b2324-7bca-4113-87ad-dab0de5447cf · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.250000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.639098Z digest=sha256:f7d4b04a5c8dacbd3af554751c40e73f3a4a9b259befc84c56346aea56032d9d

Observation a710ec03-d474-4377-bd3a-d0ea263d0ed2 · outbound

This paper cites & Vinyals, O.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications & Vinyals, O

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.232373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.644254Z digest=sha256:cbd8a967707192230102b1b8dd1b5de4d600d554d52f14b25d701cd24c96aafa

Observation 580a6479-616e-4585-ae6d-af67070a31b1 · outbound

This paper cites P ., Hunt, J.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications P ., Hunt, J

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:12:34.214625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.649322Z digest=sha256:507c174fd1d50441ce0ab915aa2ddc290db3010d8fa2708ad1fec07e1eb4501e

Observation ad3b9729-c536-4b6a-a744-55ea32c3af4d · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.192195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.654735Z digest=sha256:da1bea7ba59e1f359c7d14cae39f5862c38e9e05456facac32c4e02de37ba972

Observation 3b558b78-676c-48ee-a789-d6e874ccdfdc · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.173693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.659846Z digest=sha256:dcb4a4e50df4ee74318eb53e26c1b8647216887ae93a18fb5f2c72a061dc040a

Observation cad22c5c-8f65-4370-b826-1fbbf6761981 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:33.664432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:12:33.664432Z digest=sha256:e7aebff87ba3df4cf3d5af771c1a1e70bd81e9ae367de6f2f0c719dab2821850

Observation 19e0bffc-50db-45ff-9e0b-b8cf54800e86 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.154984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.670543Z digest=sha256:e94f8ff43cb27d880136373fe7892eca5bacbc331fc3fdb0725975141e39ed67

Observation 1db1f522-0c5c-4120-bdad-9e73aba1e7c0 · outbound

This paper cites an unresolved cited work.

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:12:34.133003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:12:33.675500Z digest=sha256:8dfca946f9c7fcf8c1f1e7410df9b1c80e392d8dee24026d7ae7d2ae867a699e

Pith citing papers

Observation a8cfe980-5fca-4bbf-ab9c-46147dda1b3b · inbound

Towards Humanoid Robot Autonomy: A Dynamic Architecture Integrating Continuous thought Machines (CTM) and Model Context Protocol (MCP) cites this paper.

Towards Humanoid Robot Autonomy: A Dynamic Architecture Integrating Continuous thought Machines (CTM) and Model Context Protocol (MCP) Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:19:13.951871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:19:13.951871Z digest=sha256:83614051c743171d50b2c1acd01c985c2c5d5f51e10f681e97b820aa6aacf22a

Observation 19d6049b-69c1-4569-9d53-e44acaf9f47f · inbound

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI cites this paper.

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-07T14:15:40.195931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:15:40.195931Z digest=sha256:00e747a1947ebfd2537e502903205c170539b81273e3c707e5ead09381e7cb37

Observation c669d9ae-1feb-487d-8b35-23bdab919f3c · inbound

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications cites this paper.

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 204

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:02.734838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:02.734838Z digest=sha256:f2513b13ce65bbf16ebd7f1e75cc96acf58d896678a735e11f022e7f4b46289d

Observation 22f1f690-22da-4b0f-bf92-45e246c51e77 · inbound

Contextual Memory Intelligence -- A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems cites this paper.

Contextual Memory Intelligence -- A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T13:05:14.679747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:05:14.679747Z digest=sha256:54091d9e954aa32e585cc332d0028c2606d6fcf5f2b83d1dbad23ea9fac0ae6e

Observation 205226db-fc59-4be4-8e3a-4512cfcf0ab4 · inbound

Intelligent System of Emergent Knowledge: A Coordination Fabric for Billions of Minds cites this paper.

Intelligent System of Emergent Knowledge: A Coordination Fabric for Billions of Minds Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T04:53:57.488305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:53:57.488305Z digest=sha256:fac7f6e17d096a1d1e2ab5815e38146d94e725b4073d197285e3aedc1f00b5a9

Observation 73cd4a34-ba39-4e2c-9868-f873f4f20f5a · inbound

Towards the Autonomous Optimization of Urban Logistics: Training Generative AI with Scientific Tools via Agentic Digital Twins and Model Context Protocol cites this paper.

Towards the Autonomous Optimization of Urban Logistics: Training Generative AI with Scientific Tools via Agentic Digital Twins and Model Context Protocol Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T00:40:19.247609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:40:19.247609Z digest=sha256:acffa3cc07e720ea5276df1f6786156e86ec25024afa6ff9c9029b3684abe6ca

Observation 3b48fd28-d21b-480d-883b-d5db47f80d2e · inbound

An Auditable Agent Platform For Automated Molecular Optimisation cites this paper.

An Auditable Agent Platform For Automated Molecular Optimisation Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T04:32:30.293401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T04:32:30.293401Z digest=sha256:52f2aebb2a8be6ba6d199250ad2d5ee0991f76f9369d9fcca8d27fdbd166f032

Observation 785203a5-6fd9-4d2d-9911-6ce1b5ee7f3d · inbound

Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models cites this paper.

Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T19:30:45.595569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:30:45.595569Z digest=sha256:d590ba541f6ee269ac3d0f4a7f18f233e962add0631e17110825028a5dcd0536

Observation 3f1b44a2-287d-4495-aec4-0f526dce3c2c · inbound

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-05T16:20:59.369250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:20:59.369250Z digest=sha256:9c85d402f99d8cd3d5a605b0b58a5ef43bc9f289f6746651ebcb3b190e8babf5

Observation cc42481d-5532-4733-88e3-c55911c320d1 · inbound

Model Context Protocols in Adaptive Transport Systems: A Survey cites this paper.

Model Context Protocols in Adaptive Transport Systems: A Survey Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T15:50:39.352963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:50:39.352963Z digest=sha256:68ce76564279f93f21bbf033b66c5d66869bbae91e4746c5b41505726ba8f462

Observation 8d2227e7-7f83-4c88-b16f-2940c56e373c · inbound

Bridging Protocol and Production: Design Patterns for Deploying AI Agents with Model Context Protocol cites this paper.

Bridging Protocol and Production: Design Patterns for Deploying AI Agents with Model Context Protocol Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-15T11:59:59.364222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T11:58:18.020389Z digest=sha256:865833921ae17f554890e1f37fc8d9cafe60e682f018330722c859c061e907af

Observation de577e98-80df-4aba-bc42-c2d473de8494 · inbound

Context-Mediated Domain Adaptation in Multi-Agent Sensemaking Systems cites this paper.

Context-Mediated Domain Adaptation in Multi-Agent Sensemaking Systems Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-22T10:11:22.499867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T10:07:57.235514Z digest=sha256:f96d9c10acaf7655006df6de9a14426fba31b49f370b728236162eabaf2c59a4

Observation f9d11534-2294-4bed-af66-705da69b53f4 · inbound

EvidenT: An Evidence-Preserving Framework for Iterative System-Level Package Repair cites this paper.

EvidenT: An Evidence-Preserving Framework for Iterative System-Level Package Repair Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:46:14.532521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-12T01:39:32.316491Z digest=sha256:6b1a8b1181585ba106d1045d6175a935594fae4f3a43f2b0c0c9c0adda9a0c85