MCP Schema Audit MCP server
not respondingAudits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.
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MCP Schema Audit tools
Tool list not cached yet. `describe` through the gateway fetches it live.
Public scan report
scanner v0.1.10 · 2026-10-28 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote unreachable: HTTP 5000/20
- –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
- Auth qualityno auth information5/15
- Maintenancelast push 95 days ago8/15
- Maintainer identityregistry namespace matches repository owner6/10
Findings (1)
- highRemote endpoint did not respond
reliability.unreachableHTTP 500
How MCP Schema Audit compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 32/100
- higher than 6% of 48,255 servers
- Uptime
- 18%
- of our recent checks; the typical remote server answers 100%
- Response time
- 1,840 ms
- faster than 5% of 30,031 servers
Install MCP Schema Audit in Claude Code, Cursor or VS Code
claude mcp add --transport http mcp-schema-audit-mcp https://mcp-schema-audit-mcp.mcpize.run/mcp
What the publisher says
From the MCP Schema Audit repository's README, as published. We do not edit it. Read it on GitHub
mcp-schema-audit-mcp
An MCP server that audits other MCP tool definitions and marketplace listings for the specific patterns that make models call tools wrong, never call them, or mis-fill their parameters — vague descriptions, missing parameter docs, non-verb-first naming, oversized enums, deeply nested schemas — plus MCPize's own 500-character description limit, which fails at deploy time with no warning until you hit it.
Most tool-definition bugs don't throw errors. They just make a model call the wrong tool, or call the right tool with the wrong arguments, silently and intermittently. This scores every tool 0-100 and tells you exactly which line to fix.
Why this exists
Verb-first naming, parameter descriptions, and schema depth aren't cosmetic — they measurably change how reliably a model picks and fills a tool. This project encodes those patterns as an actual auditor instead of a blog post you have to remember to re-read every time you write a new tool.
Tools
audittooldefinition
Audit a single tool (name, description, inputSchema). Returns a 0-100 friendliness score and a list of concrete issues, each with severity, why it matters, and the fix.
audittoolbatch
Same checks across an entire server's tool list, plus cross-tool checks: duplicate names, inconsistent naming convention (snake_case vs camelCase mixed in one server), and a worst-offenders summary.
checkmarketplacedescription
Validates a marketplace-facing short/long description against known platform limits — specifically catches MCPize's 500-character short-description cap before you burn a deploy attempt finding out the hard way.
Use it
Hosted (recommended, no setup): subscribe on MCPize — free tier included, $7/mo for higher limits.
Self-host:
npm install
node server.jsExposes a Streamable HTTP MCP endpoint on :8080 (/mcp), health check at /health.
Part of a small suite
Built alongside three sibling correctness-audit tools for Claude Code / MCP builders: cron-schedule-audit-mcp (DST-correct cron validation), regex-safety-audit-mcp (ReDoS detection), and claude-cost-audit-mcp (exact Claude API cost + cache-economics calculator).
License
MIT
Nothing above is checked by us. What we check is on the safety report.
Grade history
- 2026-10-28revokeA → Fscore 32: Remote endpoint did not respond
MCP Schema Audit: common questions
- Is MCP Schema Audit MCP server safe?
- No: it is graded F and blocked at the gateway (32/100). Read the MCP Schema Audit safety report
- How do I install MCP Schema Audit?
- It runs remotely at mcp-schema-audit-mcp.mcpize.run. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does MCP Schema Audit need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is MCP Schema Audit maintained?
- The last commit was 102 days ago (2026-07-25). The latest release is v1.0.0.
- Is MCP Schema Audit up?
- 18% of our last 28 checks got an answer. We check remote servers about four times a day.
- What can I use instead of MCP Schema Audit?
- Servers from other publishers that do the same job: QVeris MCP server.
- How does MCP Schema Audit compare with other MCP servers?
- safety score 32/100 (higher than 6% of 48,255 servers); uptime 18% (of our recent checks; the typical remote server answers 100%); response time 1,840 ms (faster than 5% of 30,031 servers). Full comparison.
Alternatives to MCP Schema Audit
Same job from other publishers: the closest match first, then the best rated.
QVerisProfessional data and tools for AI: find services, review scope, call them, and audit usage.not reviewedEstablishedA