Agent Context Optimizer Mcp — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Agent Context Optimizer Mcp (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Solves the #1 problem with MCP servers: context window overload.
When you have 10+ MCP servers installed, their tool schemas can consume 40-50% of your context window — leaving less room for actual conversation. This server fixes that.
pip install agent-context-optimizer-mcp{
"mcpServers": {
"optimizer": {
"command": "uvx",
"args": ["agent-context-optimizer-mcp"]
}
}
}| Tool | Description |
|---|---|
analyze_task | Analyze a task and recommend optimal server combination |
estimate_context_usage | Estimate context window consumption for servers |
get_server_catalog | Full catalog of known MCP servers with categories |
optimize_server_set | Optimize currently loaded servers for a task |
suggest_minimal_set | Recommend the absolute minimum servers needed |
"I need to check the safety of a Solana token"
→ Recommends: solana (required)
→ Saves: 85% context tokens vs loading all servers| Category | Servers |
|---|---|
| 🔗 Blockchain | Solana |
| 🌍 Data | Weather · Germany · Agriculture · Space · Aviation · EU Companies |
| 🔒 Security | Cybersecurity · Policy Gateway · Audit Trail |
| 🤖 Agent Infra | Memory · Directory · Hub · Reputation |
| 🔬 Research | Academic · LLM Benchmark · Legal |
MIT
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.