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The Polygraph Index

Every grade we publish — MCP servers tested for behavior and ordered by adoption, Agent Skills scanned for safety. What each one does, not what its README claims.

106 MCP servers graded, ranked by adoption · 13 live endpoints (hosted, egress unverified) · 3 skills scanned · adoption data as of 2026-07-11. A grade is a measurement, not a guarantee; you can re-run the open harness yourself.

Request a gradeNot up yet? Add it to the bench — free, and we email you when it publishes.
Grade
119 servers
#ServerGradeChecksAdoption
1npm/@playwright/mcpA01020304100/10024.8M npm/mo
2npm/@modelcontextprotocol/server-filesystemA0102030487/1001.72M npm/mo
3npm/@upstash/context7-mcpA0102030484/1004.31M npm/mo
4npm/@modelcontextprotocol/server-sequential-thinkingA0102030482/100573K npm/mo
5npm/@modelcontextprotocol/server-memoryA0102030479/100440K npm/mo
6npm/firecrawl-mcpA0102030479/100545K npm/mo
7npm/n8n-mcpA0102030478/100547K npm/mo
8npm/@modelcontextprotocol/server-githubA0102030478/100616K npm/mo
9npm/@notionhq/notion-mcp-serverA0102030477/100587K npm/mo
10npm/@antv/mcp-server-chartA0102030472/10090.8K npm/mo
11npm/@modelcontextprotocol/server-puppeteerA0102030472/100122K npm/mo
12npm/exa-mcp-serverA0102030471/100103K npm/mo
13npm/@browserbasehq/mcpA0102030470/10063.5K npm/mo
14npm/tavily-mcpA0102030468/100132K npm/mo
15npm/@21st-dev/magicA0102030467/10069.8K npm/mo
16npm/@negokaz/excel-mcp-serverA0102030467/10061.8K npm/mo
17npm/@netlify/mcpA0102030466/10049.8K npm/mo
18npm/mcp-server-kubernetesA0102030466/10081.5K npm/mo
19npm/@alchemy/mcp-serverA0102030462/10035.1K npm/mo
20npm/@odgrim/mcp-datetimeA0102030462/10048.6K npm/mo
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pass fail not runC-01 tool-output injection · C-02 egress overreach · C-03 sensitive-data handling · C-04 adversarial-input handling

Ranked by the adoption score (0–100, shown at right above monthly downloads) — a composite of downloads (npm / PyPI), GitHub stars, dependents and release velocity. It measures reach, not safety: the litmus grade is the only safety verdict. Grades come from the open litmus harness; you can request a grade for a server, or read the methodology.