Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:09:59.965344Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 5 inbound Pith citation observations for arXiv:2509.09734.
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 2026-08-15T16:09:59.965344Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T05:55:44.614190Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
97 of 97 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation f04dbfa6-bd77-4fa5-a37a-4a79c0534a81 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c176bf0-9594-424c-85a3-f87a194761ba · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Introducing computer use, a new claude 3.5 sonnet, and claude 3.5 haiku
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d86f00c7-2f53-4b4f-98f1-81525ec2864f · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Claude 3.7 sonnet anthropic.https://www.anthropic.com/claude/sonnet, 2025
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13fd310f-916e-492d-8eb7-c9e0726846d5 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Introducing the model context protocol anthropic
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 168e0b27-54d9-4bf3-9214-81fc55a441e2 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools chatmcp/mcprouter: api router for mcp servers.https://github.com/chatmcp/mcprouter, 2025
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 879c22a6-6d85-44f4-94b4-f24bbb89cca9 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d707125-de91-4dd9-ab94-c8e7357ff80c · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Deepseek-v3 technical report, 2024
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a69e02be-1b26-40b3-a1a4-625b84f0f6d9 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4868df1c-a4c8-4185-9104-61bdfeb4cd00 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Mcp-radar: A multi-dimensional benchmark for evaluating tool use capabilities in large language models.arXiv preprint arXiv:2505.16700, 2025
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47ac5a24-933a-4641-a266-90082df9a8ae · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Large Language Model based Multi-Agents: A Survey of Progress and Challenges
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7f07f99-ff07-4187-b9aa-fb238c678cfe · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools MetaGPT: Meta programming for a multi-agent collaborative framework
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6663164-3117-4521-a806-277fa4e005d3 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06a0485c-5b00-4639-8864-5c4b1bd3625a · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Towards Reasoning in Large Language Models: A Survey
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07521cd2-d296-4137-989a-a8f50c0fc1f5 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Understanding the planning of LLM agents: A survey
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bcab3ce-d232-43fd-9c9f-8e146d990f11 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Api-bank: A comprehensive benchmark for tool-augmented llms, 2023
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d062aab7-dc66-429e-9918-2665bfa91a1c · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Large Language Model-Based Agents for Software Engineering: A Survey
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b57c8d05-524a-4962-90ca-703cb0946f1a · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e22d4aa-a2ec-4a60-b40b-c55e0199e61d · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Evaluation Report on MCP Servers
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e4953a0-bd75-46eb-bedd-8f58f5056c7e · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools ScreenAgent: A Vision Language Model-driven Computer Control Agent
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1533033-293f-4d9e-b5e3-81f3a4df788f · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Hello gpt-4o | openai.https://openai.com/index/hello-gpt-4o/, 2025
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a2132bd-0960-4387-99d3-732c6b30046a · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Openai o3-mini | openai.https://openai.com/index/openai-o3-mini/, 2025
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 205ea629-1552-464c-be80-0b4bf5ab1ad1 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Llm rankings | openrouter.https://openrouter.ai/rankings?view=month, 2025
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b23ac9c7-101b-4720-9d94-62a6f025607f · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools WebCanvas: Benchmarking Web Agents in Online Environments
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf9b569d-ad23-46f3-ba78-3c0be6bb8eee · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37:126544–126565, 2024
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6f77a3c-da88-4678-9a86-5ab38b87d8c1 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Toolllm: Facilitating large language models to master 16000+ real-world apis, 2023
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fb6bc00-b3df-4228-93fc-aed0701492c5 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Language agents: Foundations, prospects, and risks
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07f89f4e-6fc2-4cdb-a061-2977d0d97121 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Cognitive architectures for language agents.Transactions on Machine Learning Research, 2023
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c28884ec-3641-494b-b103-79fdd299ada3 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Kimi K2: Open Agentic Intelligence
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fc6353a-0c45-4e43-9e29-6a556f706414 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Qwen3 technical report, 2025
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f96705e4-3d83-40c3-877e-48ac8aba597f · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345, 2024
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14b090d7-c4c3-426b-8210-f1e21ef8ae1c · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Autogen: Enabling next-gen llm applications via multi-agent conversation, 2023
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 044d3413-1474-4962-abc7-413accfe3377 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments.Advances in Neural Information Processing Systems, 37:52040–52094, 2024
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30ad9d7a-68b4-4ef4-9ef4-1fcb6118cc0d · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools An illusion of progress? assessing the current state of web agents.arXiv preprint arXiv:2504.01382, 2025
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47498be3-a365-4029-9a3e-7b47fdecd2a5 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Patil, Ion Stoica, and Joseph E
Reference 34
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.
Observation 62bb34c7-8896-46fb-b289-a2fea6208e5c · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Swe-agent: Agent-computer interfaces enable automated software engineering.Advances in Neural Information Processing Systems, 37:50528–50652, 2024
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8d13c9c-1275-4834-8797-61d36ac0433e · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0642870-3162-40f6-973f-62484b96e688 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Large Language Model-Brained GUI Agents: A Survey
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37da5206-ca5d-4fd5-a2cd-18bf17786bef · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in Neural Information Processing Systems, 36:46595–46623, 2023
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4982fd5-e71f-4645-9f2b-453ae62a5819 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Complexfuncbench: Exploring multi-step and constrained function calling under long-context scenario, 2025
Reference 39
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.
Observation 063cfff0-3a05-4f1d-8618-a3f802bab087 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d63803d-fe75-4be9-b0bc-702cebfdbc14 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 41
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.
Observation 50ead5b2-c716-43c4-8504-8bd1f0e6f188 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 43
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.
Observation f5c7a093-9bbb-4acf-8f77-4f14248ce584 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools this weekend
Reference 44
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.
Observation 0872d06d-f242-441f-8d5a-7492a3e83ad5 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 45
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.
Observation 5f60a7dc-3ab1-485f-9421-1160cac72b58 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 46
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.
Observation 417c3555-9d27-4221-a08c-a629b8caff02 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 47
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.
Observation d1b3d1ca-c724-4e2c-8680-6c976401d345 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 48
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.
Observation 55b850f5-ea9a-430d-aa06-ca4b086e4429 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 49
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.
Observation 58542e5c-d3b3-4f89-98b9-788b22e529fe · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 50
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.
Observation 4240e96b-e641-428f-b72a-0cb0fe4d9d21 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 51
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.
Observation 89bf7a33-d3d8-40a8-b2bb-40449aab706a · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 52
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.
Observation b77ee098-db42-4074-a3f0-327b8376719e · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 53
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.
Observation ece40590-03c0-47a4-b3fa-432c743b8615 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 54
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.
Observation a6c449b7-9933-47c4-a29b-d0b96ba0c29b · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 55
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.
Observation 5c7c3dc5-a122-4fb3-af84-35aec7076c99 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 56
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.
Observation 7e5d1bab-289c-4e38-b10b-0e3077876a7e · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Contextual Component Generation System Prompt You are a Realistic MCP Server Tool Scenario Designer
Reference 57
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.
Observation c697fc60-be5d-42fd-a47d-018c3d214872 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Explain why these tools are necessary and sufficient
Reference 58
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.
Observation abd66cc0-994c-4349-b839-d97ee7fe5178 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools </user_profile>
Reference 59
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.
Observation ed6153d1-d3f3-4303-b612-f4f45a947cca · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools </scenario>
Reference 60
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.
Observation 985203c1-be12-4404-bb49-fe827d4242b4 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools </objective> Parameter Sourcing Requirements All tool parameters must come from:
Reference 61
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.
Observation da2982c8-d296-49f4-83c4-816f00e39d0b · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 62
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.
Observation b707530b-fdb7-4c48-aea1-bbde2172ee01 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 63
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.
Observation 6516e0c3-8ae9-4065-b601-88e630b6ceaa · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools All necessary information must be available in the initial request or derived from tool usage
Reference 64
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.
Observation 2557775e-36cc-4a04-97d8-784974b4c29b · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 65
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.
Observation 1bb2157d-dfaf-464c-90c0-50b8e6f87b0d · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 66
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.
Observation 657a37d3-6f32-4958-8e1a-3ee772e0cf2f · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 67
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.
Observation 83c73c7c-e788-4558-a8d5-ef4a9ad8a69f · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools 18 ReAcT Assistant Prompt You are an advanced AI assistant with access to Model Context Protocol (MCP) servers
Reference 68
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.
Observation 229d5c6e-0714-427d-949d-7cb44f0453a1 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 71
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.
Observation 1d356728-faec-46e2-8d6a-2ee761e6afa7 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 78
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.
Observation 5cd8c327-a81c-4e8d-b2be-4d1b440e7ff7 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Use tools strategically but don’t overcomplicate simple requests that can be answered directly
Reference 80
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.
Observation 4043924b-b56e-4208-b72c-077fad4a032e · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 81
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.
Observation e1829e18-510d-4851-bdaa-c7c0d8b168f0 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 82
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.
Observation a83a8bf4-61af-4858-b53f-3c8fee1578d6 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 83
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.
Observation a1663766-b26c-43c2-bbc6-329752d2741d · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools calculate
Reference 84
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.
Observation a89b75c7-6712-4809-867a-fe0623828ba6 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 85
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.
Observation 70dc9e5c-e84f-4938-8385-896eb8c5b574 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools name": "selected_tool_name
Reference 86
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.
Observation 6b993c42-c56e-4c77-a97a-ccdac8625a57 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 87
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.
Observation 97ab0760-1241-4af9-9c9f-26a9a314982d · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 88
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.
Observation e0fb5e69-d851-460a-aa9a-b6ecb96aa77f · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 89
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.
Observation c30e4b07-e76a-45ff-9b89-249153480e2a · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 90
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.
Observation cf0e8efc-d0b2-4d7f-a7a2-c0daed721ae5 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 91
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.
Observation 10e81301-20ef-4921-8e66-420614433afc · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 92
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.
Observation ebd9e01b-b608-48c8-8200-8ca908dad167 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 93
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.
Observation da615eed-1126-4ee7-bc81-ed4c88104657 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 94
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.
Observation 7acaa1f0-89ab-458c-be71-7ed9df5c4008 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 95
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.
Observation 6c08c922-68d2-4611-8db4-4fa37716a2b6 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 96
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.
Observation 83bc4bf8-18b4-42ea-ba74-8b8cfc6e65fb · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 97
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.
Observation 22ba905f-b340-4c0d-9088-a5b4825eb36b · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Use tools strategically but don’t overcomplicate simple requests that can be answered directly
Reference 98
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.
Observation 2b55d9f9-b424-4265-a1ab-a285d7e48451 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools typically,
Reference 99
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.
Observation 29e93816-391c-42a4-8d64-4db7d28a3d90 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools proof" or
Reference 100
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.
Observation fea0b363-9c63-4e45-877e-6b34cb413f67 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Verification details
Reference 101
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.
Observation 5d597700-554b-4119-abdf-bab294d4c826 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 102
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.
Observation 87ac6600-c55e-4873-ae41-d263e5e79900 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Unresolved cited work
Reference 103
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.
Observation 096281c7-054f-47e6-94ae-0470684d2cd1 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Lacks verification details about data source
Reference 104
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.
Observation 77a03be7-8536-4173-93a7-86b25ce8b96e · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools • Process explanations • Formatting differences 5.Decide: • External data + Core need met = PASS • Knowledge only = FAIL
Reference 105
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.
Observation 2e1e93ba-941f-4c01-b977-d593ba76da6e · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Is there specific external data that helps the user?
Reference 106
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.
Observation 6f305a3b-9d9f-43e6-a629-a1a386f1f675 · outbound
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools nice-to-have
Reference 107
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.
Observation 46516960-3898-4c92-b35a-c2d1002de80c · inbound
Anonymization-Enhanced Privacy Protection for Mobile GUI Agents: Available but Invisible MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
Reference 16
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.
Observation 56e8193a-3f1c-40d5-9304-72274f6d06f6 · inbound
Real Faults in Model Context Protocol (MCP) Software: a Comprehensive Taxonomy MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76a02012-7f93-47c7-853e-a62f37ecebef · inbound
Quantifying Trust: Financial Risk Management for Trustworthy AI Agents MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
Reference 18
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.
Observation 8143449b-8b9b-4f30-a53f-ec024858b5a8 · inbound
MCP-DPT: A Defense-Placement Taxonomy and Coverage Analysis for Model Context Protocol Security MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
Reference 17
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.
Observation f53f3936-eac1-4b42-9000-d6c08880459e · inbound
Making OpenAPI Documentation Agent-Ready: Detecting Documentation and REST Smells with a Multi-Agent LLM System MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
Reference 10
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.