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Paper Citation Record · LEDGER

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents

As of 18 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 6 inbound Pith citation observations for arXiv:2505.06416.

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

pith.paper-citation-record.v1
2505.06416 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:48:07.510177Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:46:00.702329Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:28:55.456936Z

Reference resolution

39 of 39 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f9f219e-9d44-45da-a66c-aacb90befc99 · outbound

This paper cites Introducing the model context protocol, 2024.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Introducing the model context protocol, 2024

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.879084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.373424Z digest=sha256:463b04030b94574b7a29d809b310b3fe5e3a093b2400f01a257af4b0fc664e6c

Observation de52dd92-2f5a-4951-9428-4fd9150ebda8 · outbound

This paper cites Toolshed: Scale tool-equipped agents with advanced rag-tool fusion and tool knowledge bases.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Toolshed: Scale tool-equipped agents with advanced rag-tool fusion and tool knowledge bases

Reference 2

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no resolver link, observed 2026-08-15T22:48:07.377859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.377859Z digest=sha256:6ea4fe5af40c2c39da3d9f702edd2bf2dba2436eb148eaf8b0f4d8e862cdb311

Observation eb8d6569-d078-41c1-88df-58d3858c2868 · outbound

This paper cites Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval

Reference 3

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no resolver link, observed 2026-08-15T22:48:07.382080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.382080Z digest=sha256:9a28e20f2be2d51895e31cd57e3d108b8f33494618937863f62b733f51670194

Observation 00f4258e-716b-4353-8d1c-e54f2c637e90 · outbound

This paper cites MCP Safety Audit: LLMs with the Model Context Protocol Allow Major Security Exploits.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents MCP Safety Audit: LLMs with the Model Context Protocol Allow Major Security Exploits

Reference 4

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no resolver link, observed 2026-08-15T22:48:07.385825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.385825Z digest=sha256:2ab8493c898b01ae18207dc402dc877984e8c81680982e0a4b06fee867892b52

Observation 044a7f80-80db-44b0-80fa-5ef7ce143c3d · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 5

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no resolver link, observed 2026-08-15T22:48:07.389884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.389884Z digest=sha256:86d2c581ae75948fafcf01a9076b1f25319b1bb2b52ff282a2308074a3d8e7db

Observation 59a6f775-a0a0-4f8c-8fec-4b2e4d3316ea · outbound

This paper cites Mcp has a big problem.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Mcp has a big problem

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.867939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.393778Z digest=sha256:6058ab3762b6a874dbdceac40207feeccd168b903935555b27e3347f637e4593

Observation 75a50838-2c12-44ab-8437-c953b5e7272a · outbound

This paper cites an unresolved cited work.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:48:07.858502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.397438Z digest=sha256:09e95a92b6b56b9dcd234a80bf6329cf1b43606a7c502909556acc76d11b67da

Observation bccc9ecd-1ce6-48ef-b6a9-99f517ccc103 · outbound

This paper cites an unresolved cited work.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Unresolved cited work

Reference 8

Resolution
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raw_fallback, observed 2026-08-15T22:48:07.847810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.400797Z digest=sha256:05bb3d816c2593b1ae0e4201fcd90e803291634dfa5b5fbb09047839386b29d9

Observation 977c25b3-5942-4408-ae6d-712cc588ba2f · outbound

This paper cites Cursor – the ai code editor.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Cursor – the ai code editor

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.836708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.404216Z digest=sha256:0fd91c687814a67fbed91ef5d8a95cd1b50803e0b20947894ff007adc478ba7d

Observation 97a3eeeb-5168-4d89-84b9-bbe4cbbe2490 · outbound

This paper cites Cline – ai autonomous coding agent for vs code.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Cline – ai autonomous coding agent for vs code

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.825589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.408517Z digest=sha256:7485a89a7917a0fea2a0912b79bbfae4f556498bd368dade8866fd3426b883d6

Observation 6a27dc32-a5d3-4550-bd79-36f27d26f2ea · outbound

This paper cites Function calling, 2024.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Function calling, 2024

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.813940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.412323Z digest=sha256:f6c82c5ebe842ccd1850cbde4a9f2dc71212c40e7791da5a130abcdee89516e1

Observation 20a94d0e-7741-4dc8-b316-3897e061fa6f · outbound

This paper cites Graph RAG-Tool Fusion.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Graph RAG-Tool Fusion

Reference 12

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unresolved
no resolver link, observed 2026-08-15T22:48:07.415621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.415621Z digest=sha256:ab7bd6999455783fc0e8a5db6d18efe90569cd09c059933c97da49f613840c1f

Observation 9e28fdc1-53ef-4bc2-8c22-06ff3262e955 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Graph Retrieval-Augmented Generation: A Survey

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T22:48:07.418961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.418961Z digest=sha256:251d637a94cf3d9f9856409997b34c0b7ae40704953d855ded709f15eed620b6

Observation d6f3582b-381a-40c4-a236-f6465edd3660 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T22:48:07.422273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.422273Z digest=sha256:2e0290face08a3d9a6133499cc0523eeb36bcb3070c497968a8aa2034159b7f6

Observation 0aa2f371-80b6-4a38-9593-3ae4d45bff97 · outbound

This paper cites API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Reference 15

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unresolved
no resolver link, observed 2026-08-15T22:48:07.425792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.425792Z digest=sha256:7bf599567cce2f6686bfaedc84c639f77a5d61c6bc5c649f50f272bb75315b44

Observation d99be249-b3a6-467b-8962-5b3a74bf5737 · outbound

This paper cites AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Reference 16

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unresolved
no resolver link, observed 2026-08-15T22:48:07.429173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.429173Z digest=sha256:e54c2a4a6f8462772d5f1d25b10b2ad33c6f4aaa08ea89c9210434cc530ba053

Observation 17f72f94-a623-44a3-a80a-0e750f51cb68 · outbound

This paper cites Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases

Reference 17

Resolution
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no resolver link, observed 2026-08-15T22:48:07.432534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.432534Z digest=sha256:25807cd9a637ac080355a4ede0ee23b6558b0d05a341255b1b537d1e29120a07

Observation 693d03c7-c953-461f-aac4-32bea0ea72a7 · outbound

This paper cites Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T22:48:07.435700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.435700Z digest=sha256:29a4d55521405053da4aa080d73dd7689b6badfbca4dbc8710fc33daa76dde29

Observation a213e734-e2ae-49dc-9a9c-85b95e92f988 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T22:48:07.441008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.441008Z digest=sha256:01b672bbed1e8d43b785d33625a2e2c3fefaee7a7d6304856c46205265d76937

Observation aa08d88f-6e95-4c50-b779-f8a4577c21ae · outbound

This paper cites ProTIP: Progressive Tool Retrieval Improves Planning.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents ProTIP: Progressive Tool Retrieval Improves Planning

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T22:48:07.444823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.444823Z digest=sha256:071b4a4c405449508338a6a20ea2cb1e174ec2496e1989e2524ee835cb58fd33

Observation 3b48e46a-e426-4330-a35c-4d8159810beb · outbound

This paper cites CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets

Reference 21

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no resolver link, observed 2026-08-15T22:48:07.448371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.448371Z digest=sha256:99be495d1abe41d66077ddf26280c11f47c5534fdef6652c5916e88c710b35d9

Observation 0e9b25dd-2c5e-45cc-89a4-8dce89816cce · outbound

This paper cites ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval

Reference 22

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no resolver link, observed 2026-08-15T22:48:07.451864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.451864Z digest=sha256:166d46837f3236cd535f8aa7a85a16f00e0b47f3010a5fb6070bd1f32f970a04

Observation 0e0ca018-67cd-43e7-978d-ab93cceb1882 · outbound

This paper cites The Probabilistic Relevance Framework : BM25 and Beyond , 2009.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents The Probabilistic Relevance Framework : BM25 and Beyond , 2009

Reference 23

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no resolver link, observed 2026-08-15T22:48:07.455276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.455276Z digest=sha256:01c1bf2a293f7d0560ab3cc689ea37453d4c86a075c35f2bb76b37d1b08d2829

Observation 8f6ed251-001c-41a7-abd7-20ea5178df43 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 24

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no resolver link, observed 2026-08-15T22:48:07.458503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.458503Z digest=sha256:805876ba610fc78d0456aab960c20ce11d7c2add2d80edd12f7781f119e0df28

Observation 3293612f-273b-4960-95f3-0d035a167c28 · outbound

This paper cites ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 25

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no resolver link, observed 2026-08-15T22:48:07.462171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.462171Z digest=sha256:9a1545a4dae6f39b71987e722bf9c9a27bafe770e3d1ec996aa54cc0f5c68ad0

Observation 34072ba4-969f-4abf-a432-948d1bdaead6 · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Gorilla: Large Language Model Connected with Massive APIs

Reference 26

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unresolved
no resolver link, observed 2026-08-15T22:48:07.465692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.465692Z digest=sha256:4ea600a99a9e3f4601d836e84f143421bf1f8e55684d1f69527e198930ef7052

Observation 5dc2c359-9de0-4dd0-a1c7-f7918b4edab6 · outbound

This paper cites CITI: Enhancing Tool Utilizing Ability in Large Language Models without Sacrificing General Performance.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents CITI: Enhancing Tool Utilizing Ability in Large Language Models without Sacrificing General Performance

Reference 27

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unresolved
no resolver link, observed 2026-08-15T22:48:07.469624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.469624Z digest=sha256:826746bf714cb1b7d721b4faf317adc6327288b051b619d5502c40f2a55f9733

Observation a748569b-f323-4c6c-9c7e-ee2207380577 · outbound

This paper cites Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

Reference 28

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no resolver link, observed 2026-08-15T22:48:07.473290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.473290Z digest=sha256:bf5cc1a0c7303d4fa7d191bfc58ffe806c5fa06e8a20e498763fc29f17f6e1d3

Observation c3d91175-0f4c-47eb-b632-7072ff5de470 · outbound

This paper cites ToolACE: Winning the Points of LLM Function Calling.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents ToolACE: Winning the Points of LLM Function Calling

Reference 29

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unresolved
no resolver link, observed 2026-08-15T22:48:07.476681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.476681Z digest=sha256:9259b96adc182df8bcb4c8b3aa7efab84a58964359cbd5b098066ef8e3492a35

Observation 14d9b22f-98e1-49f3-a1c8-a446218741e9 · outbound

This paper cites Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training

Reference 30

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unresolved
no resolver link, observed 2026-08-15T22:48:07.480223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.480223Z digest=sha256:32ae27bf674af7d572db02ce132e642dcd978913a4f218c32d032f17414463dd

Observation 1ef897aa-8f0e-4c01-b7b6-1888c256ed67 · outbound

This paper cites Anthropic.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Anthropic

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.803624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.484674Z digest=sha256:58f258cdceb87182d512377951fddb92894bffc7b9404e6d47daacfc68db26a3

Observation 65ceeeb0-3cde-40bc-ac5e-7cee07ba2628 · outbound

This paper cites Meta llama.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Meta llama

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.792606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.488198Z digest=sha256:0a104f11363c57f8eb9efedc79242f65ca6f6c4199098a7a5e218d46fbed62ab

Observation 2e997422-d382-4bac-987d-d625acdb94c4 · outbound

This paper cites EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction

Reference 33

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unresolved
no resolver link, observed 2026-08-15T22:48:07.491298Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:48:07.491298Z digest=sha256:b9162aa2ffd143fed30f85e81aadf96c53e59a8dc6ee8edfe89c5bfdabe0a70c

Observation 17cf198d-65b5-43cd-bd7c-0af8a2ca6991 · outbound

This paper cites Fortune 1000: Annual list of largest american companies, 2025.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Fortune 1000: Annual list of largest american companies, 2025

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.782914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.494690Z digest=sha256:e2d46c0940cbb3c06fdd640c9c6a5d49771ba1c31beaf6784f28a2d86c301a32

Observation ec69b151-c43c-405d-8ffb-14625565a5af · outbound

This paper cites yfinance : Download market data from yahoo finance api, 2025.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents yfinance : Download market data from yahoo finance api, 2025

Reference 35

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raw_fallback, observed 2026-08-15T22:48:07.772377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.498071Z digest=sha256:0b0013f5e78fec77894782f80c76537baebf8b5cb0da8e4e46e737bea842a9ad

Observation 4a96976d-79b0-4af6-98d5-c58f38de668d · outbound

This paper cites Fastmcp: The fast, pythonic way to build mcp servers and clients, 2025.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Fastmcp: The fast, pythonic way to build mcp servers and clients, 2025

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.760996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.501159Z digest=sha256:b3f2a3492e35d0771473785edcf1595d55ad71e4d3f53a9a29724df00f62eb33

Observation 19c5e7ba-aac0-4a83-85da-fe3bf8f6915f · outbound

This paper cites Deepeval: The open-source llm evaluation framework, 2025.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Deepeval: The open-source llm evaluation framework, 2025

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.751123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.504176Z digest=sha256:51555083658a066a3b20c3817ebffb027123d61c672dd7cc2588f262128280be

Observation 9a108492-ba53-45e6-b5dc-ab2db74e5b84 · outbound

This paper cites The "think" tool: Enabling claude to stop and think in complex tool use situations, 2025.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents The "think" tool: Enabling claude to stop and think in complex tool use situations, 2025

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.741760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.507275Z digest=sha256:eb3ee6a5134f896b3d5deea6af1ab3e34fe00e1cb2eeb94d40a4b5c73f1514dc

Observation f9c407d1-7bde-4c0b-a9eb-0fae562e3e4f · outbound

This paper cites Announcing the agent2agent protocol (a2a), 2025.

ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Announcing the agent2agent protocol (a2a), 2025

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:48:07.731556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T22:48:07.510177Z digest=sha256:0d6add5994795d649de3a41c4aa1e52d8c8bc5dab6ae7ebfcdb7775f421c92a5

Pith citing papers

Observation 5bacc67b-035f-41f7-9ede-cda04be96e11 · inbound

MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models cites this paper.

MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T16:46:00.702329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T16:46:00.702329Z digest=sha256:7e05b8246b53ab079782f71defe0940465c9d209d3a9074e2b89314294034cd8

Observation a333fad7-f27e-4789-80f1-4847fba6e929 · inbound

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations cites this paper.

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T12:53:45.857850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T12:53:45.857850Z digest=sha256:86d60715ce0e656c5686fa25b443535563d0627f50910f501f918a5221dfa4a3

Observation a239fdd0-4947-4779-917e-e1479f6c945a · inbound

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents cites this paper.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T01:01:38.640678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T01:01:38.640678Z digest=sha256:32ec445cd64528f467a602a9a1f003d639539aca74ab0a1571a7981ae3576d1a

Observation 97963dba-017a-42f8-a863-bdc3c7d5bc03 · inbound

From Language to Action: Enhancing LLM Task Efficiency with Task-Aware MCP Server Recommendation cites this paper.

From Language to Action: Enhancing LLM Task Efficiency with Task-Aware MCP Server Recommendation ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:21:26.757928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T06:20:49.799989Z digest=sha256:e9440379cf26294c8994c763778b679b3258abe4e523a76fc5a6fe1d5d319c7c

Observation 2425ee01-b802-4039-8718-32c270904c5c · inbound

HarnessAPI: A Skill-First Framework for Unified Streaming APIs and MCP Tools cites this paper.

HarnessAPI: A Skill-First Framework for Unified Streaming APIs and MCP Tools ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-22T05:24:38.265466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-22T05:21:46.992441Z digest=sha256:bbcdc8d0922a6a69322f848199976415187d4986eee6b9ef7a55bd0e98345d6c

Observation 6d9bc0d2-c7df-4060-97de-f9fe2f504701 · inbound

Scaling Enterprise Agent Routing: Degradation, Diagnosis, and Recovery cites this paper.

Scaling Enterprise Agent Routing: Degradation, Diagnosis, and Recovery ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-03T20:28:55.458257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-27T01:21:05.583428Z digest=sha256:e65b22b26044cc7bf846ecfb6f7ab46fb1e290f2b768318877f275f959ed77d0