mcpscore
MCP Server Audit & Quality Checker
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Audit any MCP server and get a 0–100 quality score across protocol conformance, tool quality, security and auth, and spec readiness.
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PH · launched Oct 30, 2026 · 5 upvotes (top 6%)
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- Open Source
- Developer Tools
- Artificial Intelligence
- GitHub
Similar launches
See all 228 similar launches →Could you build this?
Yes The product connects to an MCP server, runs protocol-conformance and schema checks, and computes a weighted score. The core work is JSON-RPC client code, test harnesses, and a report UI.
Competitors
Other products that read as similar to this one : 228 launches clear the similarity bar, closest 8 shown.
Attention rank: #13 of 229 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 350 days after the earliest competitor.
- Mcpscore · hn · 2026-08-04 · 10 upvotes · similarity 0.64
- Tool for Testing MCP Servers · hn · 2026-01-07 · 5 upvotes · similarity 0.58
- MCP Playground · hn · 2026-03-01 · 7 upvotes · similarity 0.55
- mcp-audit-tool · github · 2026-09-26 · 120 upvotes · similarity 0.53
- MCPSpec · hn · 2026-02-25 · 7 upvotes · similarity 0.53
- mcd-mcp-kit · github · 2026-10-23 · 122 upvotes · similarity 0.52
- Openstatus MCP Health Checker · ph · 2026-05-30 · 207 upvotes · similarity 0.52
- MCP Tool Definition Quality Score (TDQS) Spec · hn · 2026-09-03 · 8 upvotes · similarity 0.51
Other launches for this product
- No other launches for this product.