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fix(mcp): list_graphs pages past the SDK's default 10-assistant limit - #1050

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PurpleCHOIms merged 5 commits into
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fix/mcp-list-graphs-pagination
Oct 22, 2026
Merged

PurpleCHOIms merged 5 commits into
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fix/mcp-list-graphs-pagination

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Problem

decepticon_list_graphs (MCP) calls client.assistants.search() with no pagination. The LangGraph SDK defaults to limit=10, so on any install that exposes more than ten graphs the tool silently returns only the first page. The OSS standard bundle alone ships 22 graphs, so agents such as recon, soundwave and the decepticon orchestrator were missing from the MCP tool's output even though they exist and are startable via decepticon_start_engagement.

Fix

Page through assistants.search(limit=100, offset=…) until a short page ends the loop, then map the full set. No behaviour change for installs with ≤10 graphs.

Tests

  • test_list_graphs_pages_past_sdk_default_limit: 150 fake assistants are all returned, and paging uses explicit (limit, offset) calls [(100, 0), (100, 100)].
  • Existing test_list_graphs_maps_assistants still passes.
  • ruff check clean.

Changelog

Entry added under Unreleased referencing this PR.

🤖 Generated with Claude Code

mschoi and others added 2 commits October 22, 2026 10:03
…urned

The LangGraph SDK's assistants.search defaults to limit=10, so
decepticon_list_graphs silently returned only the first 10 assistants.
Installs exposing more (the OSS standard bundle ships 22) had agents like
recon, soundwave and the decepticon orchestrator hidden from MCP callers.
Page through with explicit limit/offset until a short page ends the loop.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

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💡 Codex Review

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Reviewed commit: 2c933f2ce3

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Comment on lines +102 to +106
Pages through ``assistants.search`` to the end. The LangGraph SDK
defaults to ``limit=10``, so a single call silently truncated installs
that expose more than ten graphs (the OSS ``standard`` bundle alone
ships 22), hiding agents such as ``recon``, ``soundwave`` and the
``decepticon`` orchestrator from callers.

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P1 Badge Add this user-visible fix to CHAGELOG.md

This changes the user-visible MCP graph catalog, but the commit leaves CHAGELOG.md unchanged and no Unreleased entry describes the fix, despite the commit message claiming one was added. Record the proposed fix and its PR link so release tracking does not omit it.

AGENTS.md reference: AGENTS.md:L3-L8

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Codex Review Summary

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Review Status Commit Review trigger
📝 Code Review ✅ Completed 2026-10-22T01:04:57.751359Z 2c933f2 PR opened
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@PurpleCHOIms
PurpleCHOIms merged commit 8ede00c into main Oct 22, 2026
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