πŸ“„
ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web paper by Zhiyuan Yao
⭐ 36.4
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Paper

ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web

by Zhiyuan Yao arxiv/2601.08276
Free2AITools Nexus Index
36.4
S: Semantic 50

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A: Authority 0
P: Popularity 0
R: Recency 72
Q: Quality 60
Tech Context
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With the rise of the Agent Web and Model Context Protocol (MCP), the agent ecosystem is evolving into an open collaborative network, exponentially increasing accessible tools. However, current architectures face severe scalability and generality bottlenecks. To address this, we propose ACE-Router, a pipeline for training history-aware routers to empower precise navigation in large-scale ecosystems. By leveraging a dependency-rich candidate Graph to synthesize multi-turn trajectories, we effec...

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Registry ID 2601.08276
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BibTeX 
@misc{arxiv_2601_08276,
  author = {Zhiyuan Yao},
  title = {ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web Paper},
  year = {2026},
  howpublished = {\url{https://arxiv.org/abs/2601.08276}},
  note = {Accessed via Free2AITools.}
}
APA Style
Zhiyuan Yao. (2026). ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web [Paper]. Free2AITools. https://arxiv.org/abs/2601.08276

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Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 0
Popularity (P) 0
Recency (R) 72
Quality (Q) 60

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FNI V2.0 for ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web: Authority (A:0), Popularity (P:0), Recency (R:72), Quality (Q:60). Semantic (S) is a query-time baseline scored live at search.

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πŸ“ Executive Summary

"With the rise of the Agent Web and Model Context Protocol (MCP), the agent ecosystem is evolving into an open collaborative network, exponentially increasing accessible tools. However, current architectures face severe scalability and generality bottlenecks. To address this, we propose ACE-Router, a pipeline for training history-aware routers to empower precise navigation in large-scale ecosystems. By leveraging a dependency-rich candidate Graph to synthesize multi-turn trajectories, we effec..."

❝ Cite Node 

@article{Yao2026ACE-Router:,
  title={ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web},
  author={Zhiyuan Yao},
  journal={arXiv preprint arXiv:2601.08276},
  year={2026}
}

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Zhiyuan Yao

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πŸ“…1970Published
⏱️72RecencyFNI pillar
βœ…60QualityFNI pillar
πŸ—‚οΈcs.AIField

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πŸ†” Identity & Source

id
2601.08276
slug
2601.08276
source
arxiv
author
Zhiyuan Yao
license
arXiv
tags
arxiv:cs.AI

βš™οΈ Technical Specs

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null
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