Paper Citation Record · LEDGER

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs

As of 10 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 2 inbound Pith citation observations for arXiv:2507.10593.

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

pith.paper-citation-record.v1
2507.10593 v3

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:12:40.275896Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:30:36.820854Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact3
verified fuzzy2
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0a9f5401-0f8f-4127-8b22-18676f73d4da · outbound

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

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:39.374649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c3e9cf3-43e7-4ac2-8c25-837edd9aa814 · outbound

This paper cites io/specification/2025-03-26.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs io/specification/2025-03-26

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:12:41.123377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ff708ca1-5cd7-450b-9dab-4bc5fc297cc1 · outbound

This paper cites Demis Hassabis.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs Demis Hassabis

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-06T18:12:40.964245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fcdc5ee9-ac56-4b3e-9e9b-03d5e21b0f3c · outbound

This paper cites OpenWebUI.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs OpenWebUI

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-06T18:12:40.778057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ab5a71dc-7787-4a22-b096-efbc3adf39c4 · outbound

This paper cites Mcp bridge: A lightweight, llm-agnostic restful proxy for model context protocol servers.arXiv preprint arXiv:2504.08999,.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs Mcp bridge: A lightweight, llm-agnostic restful proxy for model context protocol servers.arXiv preprint arXiv:2504.08999,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:39.979004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0faf21d-c503-4c00-870f-afaa20829f54 · outbound

This paper cites A Survey of AI Agent Protocols.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs A Survey of AI Agent Protocols

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:40.036770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1825b14-ac54-49f1-84ca-e2b925b908e8 · 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).

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling 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 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:40.151159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89c8c149-78d2-48a8-9281-9a304435aac7 · outbound

This paper cites Think-augmented function calling: Improving llm parameter accuracy through embedded reasoning.arXiv preprint arXiv:2601.18282,.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs Think-augmented function calling: Improving llm parameter accuracy through embedded reasoning.arXiv preprint arXiv:2601.18282,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:40.226477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 536f2967-6af0-461e-b35b-0615645172ec · outbound

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

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:39.306530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89d998b4-1317-4eb2-a6b2-a0be1c35866f · outbound

This paper cites Retrieval models aren’t tool-savvy: Benchmarking tool retrieval for large language models.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs Retrieval models aren’t tool-savvy: Benchmarking tool retrieval for large language models

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:12:41.214936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 282e4b6e-2814-4480-818e-159a9e625a3f · outbound

This paper cites LLM With Tools: A Survey.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs LLM With Tools: A Survey

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:39.629143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa8b9737-9881-4378-b759-7bfcbdc3efa5 · outbound

This paper cites Stdlib or Third-Party? Empirical Performance and Correctness of LLM-Assisted Zero-Dependency Python Libraries.

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs Stdlib or Third-Party? Empirical Performance and Correctness of LLM-Assisted Zero-Dependency Python Libraries

Reference 2026

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:12:40.385406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 807d581e-51a8-4dbc-9b7d-635d2706fb9e · inbound

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning cites this paper.

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T16:30:36.820854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef0a2cf-7a6c-4655-91bc-ddd4c3818e96 · inbound

A Large-Scale Dataset of MCP Implementations on GitHub cites this paper.

A Large-Scale Dataset of MCP Implementations on GitHub ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T14:08:21.057578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.