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Paper Citation Record · LEDGER

Evaluation Report on MCP Servers

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2504.11094.

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

pith.paper-citation-record.v1
2504.11094 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:58:40.055045Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T02:37:34.618853Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0d94cc82-81d0-4207-80a5-fa5ef109cbb5 · inbound

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

RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation Evaluation Report on MCP Servers

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T23:58:40.055045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:58:40.055045Z digest=sha256:c09dce241bd31018f64e6c24c69024b038ad3dfdd2e48d26828045d9114a8f1d

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

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents cites this paper.

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.

source=pdf_text observed=2026-08-07T11:56:25.566246Z digest=sha256:a115de4308b7196c20567b7687a26365c8178a9d595e2f61f1f631ee8a9fe7ee

Observation 8ee45755-7303-4085-bcf0-a3d2044a8a32 · inbound

LTRR: Learning To Rank Retrievers for LLMs cites this paper.

LTRR: Learning To Rank Retrievers for LLMs Evaluation Report on MCP Servers

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:12:14.791644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-19T09:09:50.514996Z digest=sha256:86589f5ad72e4e6d3962fe389e40c93715148b90755b6daac625107927cec113

Observation ca6f94e9-86c0-496f-bdee-97a7f6594398 · inbound

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

Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models Evaluation Report on MCP Servers

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T19:30:45.667097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:30:45.667097Z digest=sha256:23f86cd8c8e4107b3643e0dff93ffcdfce6de1429e52bcc2c560363335b259d4

Observation 0e22d4aa-a2ec-4a60-b40b-c55e0199e61d · inbound

MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools cites this paper.

MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools Evaluation Report on MCP Servers

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T16:09:59.643148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:09:59.643148Z digest=sha256:1daaa03638e89995b46e0c5bd0633cf1c09611e3c3992dd4bb3c9a679a6ce969

Observation a22d1be2-8340-4430-a416-529ecf42c4b1 · inbound

Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering cites this paper.

Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering Evaluation Report on MCP Servers

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-03T02:37:34.620275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-27T15:48:39.837630Z digest=sha256:01155df4e496515403e4bed4387b4913cc7b0aa2f2f636c58a3fad8a9868c288

Observation d5c39d4f-2be5-4926-9a8e-60b8b1cebbc3 · inbound

Adapting Embedding Models for Agent Capability Retrieval cites this paper.

Adapting Embedding Models for Agent Capability Retrieval Evaluation Report on MCP Servers

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T18:19:38.312333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:19:38.312333Z digest=sha256:24db5832f2e4d76e278c3ccc4e540898aa3f7637f972fbb9b5f67740da52ce09