I
io.github.wkoverfield/plzebo
plzebo
Cost-parity bench for agent loops: $/success and time across model mixes, with verifiable receipts.
No known CVEs
MIT license
Actively maintained
Last commit 12d ago
Works with most clients
Transport: stdio, sse
3 tools · ~329 tok
Grade A · 0.2% of 200K ctx
MCPpedia last refreshed this data
io.github.wkoverfield/plzebo is an MCP server that cost-parity bench for agent loops: $/success and time across model mixes, with verifiable receipts. Its tool list has not been published yet over stdio and sse, requires no API key, and scores 81/100 on MCPpedia's security, maintenance and efficiency rubric.
Step 1
Install in your client
Config is the same across clients — only the file and path differ.
CD
Supported in Claude Desktopstdio, sse · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"io-github-wkoverfield-plzebo": {
"args": [
"-y",
"plzebo"
],
"command": "npx"
}
}
}Are you the author?
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[](https://mcppedia.org/s/io-github-wkoverfield-plzebo)
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What io.github.wkoverfield/plzebo does
Cost-parity bench for agent loops. Point it at two or more ways of getting the same task done (a cheaper model mix, a different setup, a tool on vs off) and it measures which one delivers the outcome for less, in dollars and in minutes, and whether the gap is real or noise. Runs locally, on your own keys or your own subscription. An agent can call it on itself over MCP.
Test This Server
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
npx -y 'plzebo' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Scored, not listed
Why this score
Five weighted categories — click any category to see the underlying evidence.
Score breakdown
81/100across 5 weighted dimensions
0255075100
26
10
20
15
10
−19
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.devNo known CVEs.
Checked plzebo against OSV.dev.
Inventory
Tools (3)
Click any tool to inspect its schema.
~329 tokens total
Community
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Frequently Asked Questions
- Is io.github.wkoverfield/plzebo safe to use?
- io.github.wkoverfield/plzebo has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.
- How do I install io.github.wkoverfield/plzebo?
- io.github.wkoverfield/plzebo supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What can io.github.wkoverfield/plzebo do?
- io.github.wkoverfield/plzebo provides 3 tools: Requirements, Providers, MCP. See the full tools list on the server page for descriptions and parameters.
- What AI clients work with io.github.wkoverfield/plzebo?
- io.github.wkoverfield/plzebo is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse transport.
- Is io.github.wkoverfield/plzebo actively maintained?
- io.github.wkoverfield/plzebo is actively maintained — last commit was 12 days ago.
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Community
Discussion
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