Pith Number

pith:LG3SKJYA

pith:2025:LG3SKJYAO3GXR5UBLUZS5MWUHC

not attested not anchored not stored refs pending

Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models

Haonan Zhong, Jingling Xue, Wei Song, Yuekang Li, Ziqi Ding

arxiv:2508.12566 v1 · 2025-08-18 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LG3SKJYAO3GXR5UBLUZS5MWUHC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Mitigating Taint-Style Vulnerabilities in MCP Servers via Security-Aware Tool Descriptions

From Language to Action: Enhancing LLM Task Efficiency with Task-Aware MCP Server Recommendation

Receipt and verification

First computed	2026-07-05T11:55:23.260627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59b725270076cd78f6815d332eb2d438a727f5cbde83206542083f7bbfa24bd8

Aliases

arxiv: 2508.12566 · arxiv_version: 2508.12566v1 · doi: 10.48550/arxiv.2508.12566 · pith_short_12: LG3SKJYAO3GX · pith_short_16: LG3SKJYAO3GXR5UB · pith_short_8: LG3SKJYA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LG3SKJYAO3GXR5UBLUZS5MWUHC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 59b725270076cd78f6815d332eb2d438a727f5cbde83206542083f7bbfa24bd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f512dafa201ccf1ac72306a5d2f5b96696fde90e10fa851e4625410e38b1df0f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-18T02:06:05Z",
    "title_canon_sha256": "7552a09e224b587fbbfac10291cea1ff09e381dd78f9ce1870054e212c472fa8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12566",
    "kind": "arxiv",
    "version": 1
  }
}