Skip to main content
Glama
README.md1.83 kB
# Phase D Overview — Stabilize, Validate, and Document (GLM/Kimi) Objectives - Stabilize EXAI‑MCP toolchain (status/chat/analyze/codereview/testgen) after prior registry/daemon glitches - Ensure cost‑aware ModelRouter defaults (glm‑4.5‑flash first; flip to Kimi on Option‑B or triggers) - Guarantee top‑of‑response MCP Call Summary stamping everywhere - Produce repeatable validation evidence and Phase D documentation Scope - Runtime: VS Code + EXAI‑MCP WS shim (Windows), providers GLM + Kimi, ROUTER_ENABLED=true - Tools: workflow (analyze, codereview, planner, testgen, debug, tracer), simple chat - Observability: router DEBUG [ROUTER_DECISION] + server summary stamp; activity/server logs as primary evidence Non‑Goals - No broad feature additions; no provider credentials changes; no push to remote until owner confirms Key Artifacts and Paths - Evidence runs: docs/alignment/mcp_runs/ - Phase D docs: docs/alignment/phase D/ - Sweep reports: docs/sweep_reports/phase4_exai_review/ - Router logs: utils/model_router.py emits [ROUTER_DECISION] - Summary utils: utils/summary.py (cost/duration/OK classification) Primary Sources - External reviews in docs/sweep_reports/_archive_legacy (phase1/2/3/4/5) - Implementation strategy docs in docs/alignment/phaseA/B/C - ModelRouter PR1 log: docs/alignment/phase D/PR1_log.md Execution Model - Work on safety branch feat/docs-restore-phaseD-from-stash - Validate via EXAI‑MCP direct calls; record evidence; restore docs; avoid pushing until approval Success Criteria (high‑level) - Status + chat + analyze callable (evidence in logs and mcp_runs) - MCP Call Summary present; cost/duration labels sane; router decision logs visible - Phase D docs (this README, upgrade plan, checklist) present and current - All changes committed to safety branch only

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Zazzles2908/EX_AI-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server