10 actions in 6 pieces of software · ranked by words, meaning and measured trust · 482 ms

1. 1K-EXAONE-236B-A23Bverified and signedpassport

   modelrecord14,131 downloads/month

   • text-generation

     Task: text-generation

2. 2EXAONE-4.5-33Bverified and signedpassport

   modelrecord44,845 downloads/month

   • image-text-to-text

     Task: image-text-to-text

3. 3Reflection: Beam 1.0 501B A23Bverified and signedpassport

   modelrecord

   • text->text

     Takes text; returns text.

   • tool-calling

     Can call tools (function calling).

   • structured-outputs

     Can return JSON matching a schema.

4. 4EXAONE-Tabularverified and signedpassport

   modelrecord102,751 downloads/month

   • tabular-classification

     Task: tabular-classification

5. 5exaone-cookbookfound in code, not yet checkedno passport yet

   MCP serverlgai-research/exaone-cookbook

   • source_diagnostics

     Context7 / DuckDuckGo 사용 가능 여부, latency, API key 설정 상태를 진단한다.

   • web_search

     Context7 docs + DuckDuckGo web search를 병렬 조회한 통합 결과를 반환한다.

   • extract_sources

     `web_search` 결과(JSON 문자열 또는 `content` 텍스트)에서 citation을 구조화 추출한다.

6. 6aikofound in code, not yet checkedno passport yet

   MCP serverjakubblunar/aiko

   • force_misattunement

     K23 — arm a one-shot bypass on the misattunement cooldown.