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Evidence-backed tools for AI agents.

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Skill
MCP Server

Only tested or caveated evidence counts.

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AI music generation
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Showing 5 of 5 components

Semgrep Analysis

SKILL
Trail of Bits
90/100

Run Semgrep static analysis scan on a codebase using parallel subagents. Supports two scan modes — "run all" (full rules...

skilltrail-of-bitsstatic-analysis+2
May 27, 20266.4k

Atlassian MCP

MCP
Atlassian
83/100

Official Atlassian MCP server connecting AI agents to Jira and Confluence via SSE transport, enabling issue tracking, pr...

jiraconfluenceatlassian+1
Mar 25, 2026926

Suwappu

MCP
0xSoftBoi
82/100

Cross-chain DEX for AI agents. Swap tokens across 7+ chains.

development0xsoftboisuwappu+2
May 27, 20261

Cartographer

SKILL
kingbootoshi
80/100

Codebase mapping skill that scans repositories and generates structured documentation of file relationships, module boun...

codebase-mappingdocumentationsubagents
Mar 25, 2026616

CI/CD Pipeline Generator Skill

SKILL
CldKit Team
78/100

Generates GitHub Actions, GitLab CI, and other CI/CD pipeline configurations.

ci-cdgithub-actionspipeline+2
Mar 11, 20265 recipes