Evaluation report

• Repository is reachable

  https://github.com/vbcherepanov/total-agent-memory @ 616d9a6 — ★ 60 · Python · MIT · last push 6 weeks ago

• Manifest detected

  kind=mcp slug=total-agent-memory · source=pyproject.toml

• Slug is URL-safe

  "total-agent-memory" matches /^[a-z0-9][a-z0-9-]{0,62}$/

• Slug is unique within kind

  No collision found for mcp/total-agent-memory

• Version is semver

  12.4.0

• Description quality

  32 words · 224 chars — "Persistent memory MCP server for Claude Code, Codex CLI, Cursor and any MCP clie…"

• README is present and substantial

  71,591 chars · 29 sections · 41 code blocks

• Tags / topics declared

  20 total — ai-memory, ai-tools, anthropic, chromadb, claude-code, claude-code-mcp (+14)

• README has usage / example sections

  found: Quickstart · Quick start

• Homepage / docs URL declared

  https://totalmemory.dev

• LICENSE file at repo root

  LICENSE

• No sensitive files in the repo

  scanned for .env, credentials.json, *.pem, .ssh/, AWS / GCP configs — none found

• MCP: launch path

  launch declared in pyproject.toml

• MCP: @modelcontextprotocol/sdk in dependencies

  non-Node server (pyproject.toml) — uses its language's MCP SDK

• MCP: ESM package

  non-Node server (pyproject.toml) — n/a

• MCP: server surface

  0 tools

• Recent activity

  last push 6 weeks ago

• Tests detected

  1 test directory · 146 test files

• CI configuration detected

  GitHub Actions (2 workflows)

This artifact hasn't produced behavioral results yet: the evaluation sandbox couldn't run it (it may need credentials we don't provide, or a build our environment doesn't support). That's a limitation of our environment, not a verdict on the artifact.