State Aware Tool Memoization Layer For Ai Agents
MCP server that lets ai agents safely reuse expensive tool executions across each other — semantic retrieval plus structured argument matching, TTL, and invalidation, so a cache hit never means a stale or wrong answer.
Caution: review the findings below before installing.
CautionScan verdict · score 62/100
- Coverage
- full
- Checks run
- Rule-based pattern scan
- Files checked
- 28
- Findings
- 3
- Scanned
- 2026-11-01
Badges are rule-based checks, not guarantees: Safe means our rules found no obvious threat in the code we could read. Review code before installing.
Botlens score · 8 factors
62/100
Each factor is 0, ½ or 1, computed only from catalog fields (scan result, coverage, findings, script files, commit/SHA, author, last seen, install link). A heuristic summary, not a guarantee.
| Scan verdict | 0.5/1 | Caution | |
|---|---|---|---|
| Code coverage | 1/1 | full | |
| Rule findings | 0/1 | 4 matched | |
| No executable scripts | 0/1 | 21 script file(s) of 28 | |
| Pinned source | 1/1 | commit/SHA-256 recorded | |
| Named author | 1/1 | aryanvvemuri | |
| Recently seen | 1/1 | last seen 2026-10-30 | |
| Install path | 0.5/1 | source URL only |
Scan details
- Findings
- installs a third-party MCP server (tool-poisoning vector): "…ustom MCP Server in GrokBot*: Add MCP Server endpoint: ```json { "mcpServers": { "axiom": { "url": "https://<yourngrokdomain>.ngrokfree.ap…"
- reads environment variables (where API keys live) in axiom/config.py: "….exists(_local_hf) and "HF_HOME" not in os.environ: os.environ["HF_HOME"] = _local_hf …"
- reads environment variables (where API keys live) in axiom/embeddings.py: "…sts(_local_hf): if "HF_HOME" not in os.environ: os.environ["HF_HOME"] = _local…"
- Content SHA-256
- df02dbff4bdd1fde…
- Commit
- 7b7295a330
- Files
- .gitignore
LICENSE
README.md
calibration_report.md
requirements.txt
tests/__init__.py
+22
About
- Author
- aryanvvemuri ↗
- Listed on
- github ↗
- Category (approx.)
- agentops
- First seen
- 2026-10-30
- Last seen
- 2026-10-30
- URL
- github.com ↗