Paper Citation Record · LEDGER

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

As of 19 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 18 inbound Pith citation observations for arXiv:2506.01056.

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

pith.paper-citation-record.v1
2506.01056 v4

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:56:27.220112Z

measured 50 of 50 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 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:04:47.054893Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:59:47.057749Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy10
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b83ee6a-e107-4e08-a0d5-18372fe68f98 · outbound

This paper cites GPT-4 Technical Report.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:24.459664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a229cae7-d797-40ae-90f7-85e1682e1383 · outbound

This paper cites Model context protocol.https://docs.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Model context protocol.https://docs

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.950468Z

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.

Observation c60ca568-bf37-40e7-b36a-b8d33364b9ee · outbound

This paper cites Improving language models by retriev- ing from trillions of tokens.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Improving language models by retriev- ing from trillions of tokens

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.833020Z

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.

Observation fb47aab9-625e-4984-a48e-5c5fd5ab5a91 · outbound

This paper cites Langchain.https://github.com/ langchain-ai/langchain, 2022.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Langchain.https://github.com/ langchain-ai/langchain, 2022

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.691178Z

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.

Observation 935e4ec2-e6e7-4a08-bf54-c3b082e1b512 · outbound

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

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:24.880346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86f3b13b-70a2-4677-b8e6-dcabb51cd6fc · outbound

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

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:24.952191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d42f85ba-7247-469c-ac92-86226cee5dd4 · outbound

This paper cites RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.029907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e00ca91-fa9f-4ed6-922f-8027f90487e5 · outbound

This paper cites The Llama 3 Herd of Models.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.106250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0bef6a7-c78d-41e3-a1bd-c5f4330082bf · outbound

This paper cites Retrieval augmented language model pre- training.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Retrieval augmented language model pre- training

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.508371Z

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.

Observation a3996d1f-892a-40d2-aa07-d45a45ebbc62 · outbound

This paper cites MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.300671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8834cf1-b43f-4abe-93ba-658dd0a38113 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474, 2020.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474, 2020

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.365811Z

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.

Observation d9cd42b4-7d6f-46cc-afe1-52765e1357df · outbound

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

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.466965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f174abc-1d7b-4c90-bbb8-d21153a07053 · outbound

This paper cites Evaluation Report on MCP Servers.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Evaluation Report on MCP Servers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.566246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 332b2005-70d7-4e7f-b265-55a477f1181f · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.651731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1538a0-8b28-4f4e-b6fc-6f5f11592a60 · outbound

This paper cites Efficient and Scalable Estimation of Tool Representations in Vector Space.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Efficient and Scalable Estimation of Tool Representations in Vector Space

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.743551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8877cecc-31bd-4eb5-b227-efda52236f96 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents WebGPT: Browser-assisted question-answering with human feedback

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.836058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc7353c-b9c2-4bbc-a0a0-3d3436c196b7 · outbound

This paper cites ART: Automatic multi-step reasoning and tool-use for large language models.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents ART: Automatic multi-step reasoning and tool-use for large language models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.901246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67d3ae50-31bd-48e0-bfe3-0499ec785bec · outbound

This paper cites Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37:126544–126565, 2024.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37:126544–126565, 2024

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.187879Z

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.

Observation cae4f091-222e-4b42-865f-ce4556497dff · outbound

This paper cites Revisiting, bench- marking and exploring api recommendation: How far are we?IEEE Transactions on Software Engineering, 49(4): 1876–1897, 2022.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Revisiting, bench- marking and exploring api recommendation: How far are we?IEEE Transactions on Software Engineering, 49(4): 1876–1897, 2022

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:27.996588Z

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.

Observation 55185c6d-27f7-48cd-a017-1ebee5d9bcba · outbound

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

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.122931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99f19c3-1b19-4b79-9e16-d25aae306a6c · outbound

This paper cites Tool learning with foundation models.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Tool learning with foundation models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:27.862922Z

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.

Observation 1923131d-1218-4685-aadd-1f13e30e0cbf · outbound

This paper cites Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.312240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb953cf-4d6e-4675-b1ff-11fab9798a00 · outbound

This paper cites Colt: Towards completeness-oriented tool retrieval for large language models.arXiv e-prints, pages arXiv–2405, 2024.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Colt: Towards completeness-oriented tool retrieval for large language models.arXiv e-prints, pages arXiv–2405, 2024

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:27.688747Z

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.

Observation d321ed0c-8fca-4fbc-8153-7f190722c98f · outbound

This paper cites Qwen2.5 technical report, 2025.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Qwen2.5 technical report, 2025

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.464111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4daf7bc2-98ec-41f0-b805-aeb7528519c6 · outbound

This paper cites In- context retrieval-augmented language models.Transactions of the Association for Computational Linguistics, 11:1316– 1331, 2023.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents In- context retrieval-augmented language models.Transactions of the Association for Computational Linguistics, 11:1316– 1331, 2023

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:27.552413Z

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.

Observation 694d94e3-e939-43a2-ac55-7eb66b22ad7e · outbound

This paper cites Toolformer: Lan- guage models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539–68551,.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Toolformer: Lan- guage models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539–68551,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.653889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76597a12-b2ef-4962-8f76-1f5810097d31 · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180,.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.748421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb3d866-a99d-461f-bbef-490f72f033d7 · outbound

This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.847533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a3a965-8b84-49af-a4ee-32d04862d55f · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.968018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3358a102-2432-4bf3-9834-f647d55f77bd · outbound

This paper cites Qwen3 Technical Report.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Qwen3 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:27.058342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca21515b-e944-4b03-95b7-6c223f186ae3 · outbound

This paper cites React: Synergizing rea- soning and acting in language models.

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents React: Synergizing rea- soning and acting in language models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:27.150614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88acff58-792c-4c2e-a257-578dad81f5f4 · outbound

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

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:27.220112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e19e2b8a-2f17-4dfe-8443-66945b403d9f · 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 MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:43.910123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22875bd-e345-49ce-b952-507909e4984e · 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 MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:37.818667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2656edde-72c2-4915-af01-db9b91422369 · inbound

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems cites this paper.

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-15T23:21:42.367309Z

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.

Observation baf747ee-a605-4e72-acd5-46b51803d636 · inbound

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios cites this paper.

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-15T17:04:47.054893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0bfac4b-a9e2-4e46-b71d-eaf42f765e6d · inbound

AugServe: Adaptive Request Scheduling for Augmented Large Language Model Inference Serving cites this paper.

AugServe: Adaptive Request Scheduling for Augmented Large Language Model Inference Serving MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T18:43:28.515792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5565d8bc-9eb5-47b2-b784-e7742415904c · inbound

Semantic Attacks on Tool-Augmented LLMs: Securing the Model Context Protocol Against Descriptor-Level Manipulation cites this paper.

Semantic Attacks on Tool-Augmented LLMs: Securing the Model Context Protocol Against Descriptor-Level Manipulation MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:51:33.390789Z

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.

Observation 1e772db8-f758-4359-9e12-241678a7b68a · inbound

Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions cites this paper.

Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T23:04:29.032578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9167d4-da20-45c6-8f62-f440e7d0d03f · inbound

Give Them an Inch and They Will Take a Mile:Understanding and Measuring Caller Identity Confusion in MCP-Based AI Systems cites this paper.

Give Them an Inch and They Will Take a Mile:Understanding and Measuring Caller Identity Confusion in MCP-Based AI Systems MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T18:38:33.022304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ae3d35-7367-4175-8d3d-e60d891e8342 · 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 MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:21:26.764533Z

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.

Observation a56544a4-ba9a-4fb4-8aa2-23d1ec5df761 · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:05:33.901218Z

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.

Observation b497534e-b413-4062-8139-428124206237 · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:45:12.429480Z

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.

Observation c849ce46-300b-4ea3-90d3-60ad483ae4a1 · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T05:24:44.086601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64030076-6e34-426b-91e1-985bcfbcb344 · inbound

GRAIL: A Deep-Granularity Hybrid Resonance Framework for Real-Time Agent Discovery via SLM-Enhanced Indexing cites this paper.

GRAIL: A Deep-Granularity Hybrid Resonance Framework for Real-Time Agent Discovery via SLM-Enhanced Indexing MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:25:40.484247Z

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.

Observation a60ba5b4-3716-4bca-93c6-cf1e2c147871 · inbound

Skill Description Deception Attack against Task Routing in Internet of Agents cites this paper.

Skill Description Deception Attack against Task Routing in Internet of Agents MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:46:31.324166Z

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.

Observation 6a3c55f5-b635-4e4b-8940-349574f48ddb · inbound

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies cites this paper.

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:59:47.059673Z

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.

Observation 65222fa6-178a-435b-b45c-dfc676f8540f · inbound

Adapting Embedding Models for Agent Capability Retrieval cites this paper.

Adapting Embedding Models for Agent Capability Retrieval MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T18:19:37.664631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd00f3b9-b00c-441c-b84a-193d9f70dca5 · inbound

Where Facts Go Missing: A Layerwise Taxonomy and Per-Layer Attribution of Information Omission in Air-Gapped LLMAgent Pipelines cites this paper.

Where Facts Go Missing: A Layerwise Taxonomy and Per-Layer Attribution of Information Omission in Air-Gapped LLMAgent Pipelines MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T04:48:25.307321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9446d2a-958d-458b-8097-63cdfb9aee88 · inbound

ChainClaw: A Layered Agent Framework for Reliable On-Chain Execution cites this paper.

ChainClaw: A Layered Agent Framework for Reliable On-Chain Execution MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T23:31:04.269010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.