Paper Citation Record · LEDGER

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs

As of 20 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2608.08467.

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

pith.paper-citation-record.v1
2608.08467 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:39:47.384274Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ddfead45-16b5-426e-a647-d9c4949c6f23 · outbound

This paper cites an unresolved cited work.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:47.625110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e39bf50c-c572-444e-bb51-482fdca273f4 · outbound

This paper cites an unresolved cited work.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:47.345436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd39c455-a4e6-40d2-afce-582712c4c186 · outbound

This paper cites an unresolved cited work.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:47.614243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d6d1de56-26db-41ff-9de3-571769e7405f · outbound

This paper cites A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP).

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:47.352909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40deeb3e-4b3a-4328-8044-7cb54bf451e9 · outbound

This paper cites an unresolved cited work.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:47.602569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4f4942e2-9404-4b77-a9df-cc5b4b97f8e6 · outbound

This paper cites an unresolved cited work.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:47.590281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 66d313f6-fedf-468f-8061-9543965fe170 · outbound

This paper cites AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:47.366588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1ceba5-a139-418d-a395-b4322f756c57 · outbound

This paper cites an unresolved cited work.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:47.578805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3a302ac0-3ee7-4e3c-8c8a-8e62814d55a8 · outbound

This paper cites an unresolved cited work.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:47.374777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab703194-b5b0-4b1a-99c4-94e067054021 · outbound

This paper cites Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:47.380394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6f44540-3898-413c-abf6-1d39fbf4e597 · outbound

This paper cites an unresolved cited work.

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:47.384274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.