Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T22:57:41.849512Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2607.15593.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T22:57:41.849512Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
80 of 80 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation dbaf46e0-dbc7-415f-a3ca-02cb82637474 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.AgentCore Gateway.https://docs.a ws.amazon.com/bedrock-agentcore/latest/devguide/gateway.html Accessed: 2026-01-06
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96078ce2-6cd1-47b4-8c80-2531e84cc08a · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.agentgateway: Next Generation Agentic Proxy for AI Agents and MCP servers.https://agentgateway.dev/ Accessed: 2026-06-10
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe4fc26f-8753-4112-958a-749cc7014581 · outbound
Scalable LLM Agent Tool Access in the Cloud 2025.Alibaba Cloud API Documentation.https: //api.alibabacloud.com/documentAccessed: 2025-12-17
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06523d26-21b8-4391-8c71-7f3bf73a86bb · outbound
Scalable LLM Agent Tool Access in the Cloud 2025.Claude Opus 4.5.https://www.anthropic.com/news /claude-opus-4-5Accessed: 2026-01-06
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32153f83-3a17-425c-ad4f-00d28003010c · outbound
Scalable LLM Agent Tool Access in the Cloud 2025.Introducing Claude Opus 4.5.https://www.anthropic
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 056e8df5-5856-4ad5-85fa-a0cc9bce3a66 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Introducing the Model Context Protocol.https: //www.anthropic.com/news/model-context-protocolAccessed: 2026-01-06
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b02d1a3a-7501-420d-bfca-d6265a07dfa3 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Apache APISIX Documentation.https: //apisix.apache.org/docs/apisix/getting-started/README/Accessed: 2026-01-06
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e6f97de-d36e-4227-be3b-afebeeeeae18 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Envoy Documentation.https://www.en voyproxy.io/docs/envoy/latest/Accessed: 2026-01-06
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd6db560-7093-4656-8b9c-83fbcc5b6291 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.HAProxy Documentation.https: //docs.haproxy.org/Accessed: 2026-01-06
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4124b5a-06e2-4b11-9ba5-0d1f954e96a5 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.NGINX Documentation.https://nginx
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b76f6dd-6751-43d0-9a32-f5571f9a4ac0 · outbound
Scalable LLM Agent Tool Access in the Cloud TokenCake: A KV-Cache-centric Serving Framework for LLM-based Multi-Agent Applications
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1497c201-3a8d-403d-89e7-63d03f9d0b9c · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c4f1c2d-7d36-41ca-bc5f-2a1d1f6b1ed2 · outbound
Scalable LLM Agent Tool Access in the Cloud Infrastructure for AI Agents
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6a1aa9d-edcc-440c-aee4-2999fa65cc9a · outbound
Scalable LLM Agent Tool Access in the Cloud Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d77ffc8e-e826-4f28-a2b4-ddf320e0d40b · outbound
Scalable LLM Agent Tool Access in the Cloud 2025.LangChain: Building applications with LLMs through composability.https://www.langchain.comAccessed: 2025-11-19
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab698e4c-3b6a-4998-9fc0-bb15499fd670 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.MCP Specification (Protocol Revision: 2024-11-05).https://modelcontextprotocol.io/specification/ 2024-11-05Accessed: 2026-01-06
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5149977-c10d-45dd-ad85-ee93b1554b4d · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.MCP Hub.https://github.com/ravitem er/mcp-hubAccessed: 2026-01-06
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation deb43850-7601-40b7-b59d-a30b5e19802c · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.DeepSeek API Docs.https://api-docs.deepseek.com/ quick_start/pricingAccessed: 2026-01-06
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 772e5ce7-5ea1-4379-ac36-4781e8910288 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4badcbb6-f770-47e4-869e-881915469cef · outbound
Scalable LLM Agent Tool Access in the Cloud RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88747e03-2022-464f-8518-daa75b7380f8 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9e6ccf2-f795-4373-9f82-70adfba0af14 · outbound
Scalable LLM Agent Tool Access in the Cloud AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd49b349-9593-4263-bb35-a1f0b6af0086 · outbound
Scalable LLM Agent Tool Access in the Cloud AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c207b18-348a-49b1-96ff-4109ffdc1f50 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b612f5f-522b-4627-998e-50b4598ea77e · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Gemini API Documents.https://ai.google.dev/ gemini-api/docs/modelsAccessed: 2026-01-06
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb341994-586f-4d5a-96c9-8c5a0c8f949f · outbound
Scalable LLM Agent Tool Access in the Cloud MCPXKIT: The Unified Toolkit for Analyzing Model Context Protocol Security
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29808773-682d-4640-a3cf-2b6b8fa54048 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3da61855-24a4-44d1-b95a-b1cdcff2ffdc · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a483f36-a278-48b4-aa45-de19576c89c9 · outbound
Scalable LLM Agent Tool Access in the Cloud Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75277ab8-39e7-4d48-89a7-62119266139f · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9de0595b-d3b8-460d-a437-b4cc29b28088 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a85ab45-ce91-4cda-9e99-fbcd05df5c4d · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc61ff91-547f-4fbc-a642-8081d63cd143 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f6600e9-4bd6-452a-9b7f-ca73630d09b2 · outbound
Scalable LLM Agent Tool Access in the Cloud Autellix: An Efficient Serving Engine for LLM Agents as General Programs
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02fe5318-05a8-42c5-9515-bb67074ac7a5 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f439f8a-a698-42cb-955f-c5169ecfff54 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.MCP.so.https://mcp.so/Accessed: 2026-01-06
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26e7b935-7326-410e-899e-84ed490169ad · outbound
Scalable LLM Agent Tool Access in the Cloud AIOS: LLM Agent Operating System
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01ae9ef2-2504-4d84-898c-2874fe1d255b · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.MCP Market.https://mcpmarket.com/Accessed: 2026-01-06
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b01cd35-e4c1-4044-ba08-bbcbbf066ce6 · outbound
Scalable LLM Agent Tool Access in the Cloud 2025.What is the Model Context Protocol (MCP)?https://modelcontextprotocol.io/Accessed: 2025-12-17
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1570723-70b2-4cbe-8bba-8bec88ab04fe · outbound
Scalable LLM Agent Tool Access in the Cloud MemGPT: Towards LLMs as Operating Systems
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 618b561d-f14d-4b47-9c8c-456d331c1cf6 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Microsoft MCP Gateway.https://microsoft.github.io/ mcp-gateway/Accessed: 2026-01-06
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 139e3204-62be-4549-b0dc-31aeabaf9ac4 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff7d1780-8032-44d5-92b8-4045e3335a8e · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Bailian MCP Market.https: //bailian.console.aliyun.com/cn-beijing/?tab=mcp#/mcp-market Accessed: 2026-01-06
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 571392a4-5935-4340-a0a8-065668d3df28 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5ec533b-1cdf-44b8-9c83-61954cfed89d · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8d54234-8f6f-46ce-baa7-16f7087be708 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f63b6dc-26c3-4f64-962b-76fa3f7d2d85 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.GPT-5.2 Model Details.https://platform.ope nai.com/docs/models/gpt-5.2Accessed: 2026-01-06
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cf690d0-ea16-4083-aec6-7421b26cfafe · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5a27f9d-c373-43d3-83ab-ca92e6bbf1d1 · outbound
Scalable LLM Agent Tool Access in the Cloud 2023.{ServiceRouter}: Hyperscale and minimal cost service mesh at meta
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e8b9abb-d62b-46e4-8afd-647491ec501b · outbound
Scalable LLM Agent Tool Access in the Cloud ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d860e55-36a8-4a21-8d25-0af4831fd551 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e6fdbbb-a740-455f-b9fb-f6324a2e62ff · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Swagger RESTful API Documentation Specification
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 187c7013-ddd7-4ee2-b009-9bb626e4549f · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ca0d795-439f-4ef1-b824-e9f3debac6a1 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dd7b451-e703-40d0-b1c0-a250d7ba0ce8 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Qwen3 Max Model Details.https://bailian.console
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbc55504-faa4-44ee-a054-8555f0aba410 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 622aea29-c273-4aea-91c1-304eabec5075 · outbound
Scalable LLM Agent Tool Access in the Cloud 2024.{NetAssistant}: Dialogue based network diagnosis in data center networks
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4bc5de9-1fac-4283-8d3f-8cd3663c08e3 · outbound
Scalable LLM Agent Tool Access in the Cloud 2026.Qwen Plus Model Details.https://bailian.console.al iyun.com/?tab=model#/model-market/detail/qwen-plus-2025-12-01 Accessed: 2026-01-06
Reference 58
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Unavailable: canonical work link unavailable.
Observation 0f91b4b8-e425-4483-978f-63869a9757fd · outbound
Scalable LLM Agent Tool Access in the Cloud Improving API Documentation Comprehensibility via Continuous Optimization and Multilingual SDK
Reference 59
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Unavailable: canonical work link unavailable.
Observation ad064bac-f9bc-4bff-8a7f-7ed5131200b0 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3e92de0-620b-42b4-8ed8-6056f65df719 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4973df32-ff86-46b6-b744-6cc922e8330b · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 62
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Unavailable: canonical work link unavailable.
Observation 585fa7e4-65a3-4bb9-b575-14a47390a5b3 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 63
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Unavailable: canonical work link unavailable.
Observation 378d3ca6-08ab-4b20-942e-c252914aa31b · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7c18a9b-e187-4fee-ad7f-9dccc951af93 · outbound
Scalable LLM Agent Tool Access in the Cloud A-MEM: Agentic Memory for LLM Agents
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9411075-1ba1-470c-be70-b3ced1229ff1 · outbound
Scalable LLM Agent Tool Access in the Cloud 2024.{QDSR}: Accelerating Layer-7 Load Balancing by Direct Server Return with{QUIC}
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49a24830-818c-490e-9188-a0db7c7e7625 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd9fab28-6107-4b10-9ac5-834f05deeec9 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 68
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Unavailable: canonical work link unavailable.
Observation 84ad286c-d3fa-4c36-b9a4-fa6f91dca0f0 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 69
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Unavailable: canonical work link unavailable.
Observation 7840c7c9-c98d-4494-b8b0-45b7985d45bf · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 70
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Unavailable: canonical work link unavailable.
Observation 41b8bee2-61a4-414c-bfc0-36b0b451e891 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 75
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Unavailable: canonical work link unavailable.
Observation d94a0ed0-5b2d-400d-94af-b8917530e717 · outbound
Scalable LLM Agent Tool Access in the Cloud InProceedings of the AAAI Conference on Artificial Intelligence, Vol
Reference 76
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Unavailable: canonical work link unavailable.
Observation a4dcf9fc-1f23-4862-8047-3b44b54991ff · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 77
Source-reported events for the cited work
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Observation 2a025ff8-7a78-4aef-ab59-c2fbd6bda8c9 · outbound
Scalable LLM Agent Tool Access in the Cloud Unresolved cited work
Reference 78
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59d10dc3-a779-40ac-a35b-37db03244503 · outbound
Scalable LLM Agent Tool Access in the Cloud The SSE-owning instance subscribes, executes the request against the back- end using Streamable HTTP, and streams the response back to the client over the established SSE channel
Reference 79
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Unavailable: canonical work link unavailable.
Observation 6342b3ba-a30d-438e-bbc7-473dfae258a1 · outbound
Scalable LLM Agent Tool Access in the Cloud re- quest accessing instance
Reference 80
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Unavailable: canonical work link unavailable.
Observation 913e2aea-b260-4bde-8487-91e9326f7653 · outbound
Scalable LLM Agent Tool Access in the Cloud InProceedings of the 29th symposium on operating systems principles
Reference 2023
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Unavailable: canonical work link unavailable.
Observation d0e931ca-fddc-4563-a916-31b1966849ac · outbound
Scalable LLM Agent Tool Access in the Cloud AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d65e886-20e9-49f1-9980-7b1c485c4258 · outbound
Scalable LLM Agent Tool Access in the Cloud A Survey of AI Agent Protocols
Reference 2025
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Unavailable: canonical work link unavailable.
Observation 64443b11-21da-4ba4-a506-a411ebaa70d6 · outbound
Scalable LLM Agent Tool Access in the Cloud In23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI 26)
Reference 2026
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.