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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 20 of 147 components

Mutation Testing

SKILL
Trail of Bits
84/100

Configures mewt or muton mutation testing campaigns — scopes targets, tunes timeouts, and optimizes long-running runs. U...

skilltrail-of-bitsmutation+1
May 27, 20266.4k

DWARF Expert

SKILL
Trail of Bits
84/100

Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers w...

skilltrail-of-bitsdwarf+1
May 27, 20266.4k

Semgrep Rule Variant Creator

SKILL
Trail of Bits
84/100

Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Take...

skilltrail-of-bitssemgrep+3
May 27, 20266.4k

Guizang PPT Skill

SKILL
Guizang
84/100

Claude Code skill that creates single-file horizontal HTML slide decks with editorial magazine styling, themes, and keyb...

slideshtmlpresentation+2
May 1, 202623k1 recipe

Property Based Testing

SKILL
Trail of Bits
84/100

Provides guidance for property-based testing across multiple languages and smart contracts. Use when writing tests, revi...

skilltrail-of-bitsproperty+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

Modern Python

SKILL
Trail of Bits
83/100

Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, o...

skilltrail-of-bitsmodern+1
May 27, 20266.4k

Skill Improver

SKILL
Trail of Bits
83/100

Iteratively reviews and fixes Claude Code skill quality issues until they meet standards. Runs automated fix-review cycl...

skilltrail-of-bitsimprover
May 27, 20266.4k

Git Cleanup

SKILL
Trail of Bits
83/100

Safely analyzes and cleans up local git branches and worktrees by categorizing them as merged, squash-merged, superseded...

skilltrail-of-bitsgit+1
May 27, 20266.4k

Devcontainer Setup

SKILL
Trail of Bits
83/100

Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use whe...

skilltrail-of-bitsdevcontainer+1
May 27, 20266.4k

Second Opinion

SKILL
Trail of Bits
83/100

Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific com...

skilltrail-of-bitssecond+1
May 27, 20266.4k

TDD Workflow Skill

SKILL
Jesse Vincent
83/100

Implements RED-GREEN-REFACTOR test-driven development cycle.

tddtestingred-green-refactor+1
Mar 1, 2026265.3k1 recipe

Axiom

SKILL
Charles Wiltgen
83/100

Claude Code plugin with modern Apple-platform skills for iOS, iPadOS, watchOS, tvOS, SwiftUI, accessibility, builds, and...

iosswiftuixcode+2
May 1, 20261.1k

GitMCP

MCP
Ido Salomon
83/100

Hosted MCP service that turns any GitHub repository or GitHub Pages site into an agent-readable documentation and code c...

mcpgithubdocumentation+2
May 1, 20268.3k1 recipe

Semblecodesearchgate Mcp

MCP
Clauxel
82/100

Paid remote MCP for agent code search routing MCP, structured receipts, audit logs, and reviewer-rea

developmentclauxelpaid+2
May 27, 2026

Codegraphcontext Mcp

MCP
Clauxel
82/100

A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs,

developmentclauxelcodegraphcontext+2
May 27, 2026

Browser Mcp

MCP✓ VERIFIED
Agent360dk
82/100

Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and multi-session.

developmentagent360dkbrowser+2
May 27, 202625

PayU Docs

MCP
Payu Intrepos
82/100

Search PayU docs, browse the payment integration catalog, and fetch production-ready code.

developmentpayuintrepos+2
May 27, 2026

Kawa Code

MCP✓ VERIFIED
Codeawareness
82/100

Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.

developmentkawacodekawa+2
May 27, 2026

LiveCheck AI

MCP
Qualityclouds
82/100

Secure MCP runtime server for scanning and autofixing code issues

developmentqualitycloudslivecheck+2
May 27, 20264
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