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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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Showing 20 of 60 components

Insecure Defaults

SKILL
Trail of Bits
84/100

Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurel...

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

Firebase APK Scanner

SKILL
Trail of Bits
84/100

Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication iss...

skilltrail-of-bitsfirebase+2
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

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

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

Audit Context Building

SKILL
Trail of Bits
84/100

Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug findi...

skilltrail-of-bitsaudit+2
May 27, 20266.4k

Semgrep Rule Creator

SKILL
Trail of Bits
84/100

Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing S...

skilltrail-of-bitssemgrep+2
May 27, 20266.4k

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

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

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

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

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

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

GitLab MCP

MCP
zereight
82/100

MCP server for GitLab with 86 tools enabling AI agents to manage merge requests, browse repositories, trigger pipelines,...

gitlabmerge-requestsci-cd
Mar 25, 20261.9k

Codebase to Course

SKILL
zarazhangrui
82/100

Transforms a codebase into structured educational content, generating course outlines, lessons, and HTML-based learning...

documentationcourseeducation+1
Mar 25, 20265.3k

Github

MCP
Mcparmory
82/100

Manage repositories, users, releases, and automate GitHub workflows

developmentmcparmorymanage+2
May 27, 202629

Smithery Ai Github

MCP
Smithery Ai
82/100

Access the GitHub API, enabling file operations, repository management, search functionality, and…

developmentsmitheryaccess+2
May 27, 2026

Git Worktrees Skill

SKILL
Jesse Vincent
80/100

Isolated parallel development using git worktrees for concurrent feature work.

gitworktreeparallel-development+1
Mar 1, 2026265.3k

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

Hugging Face MCP

MCP✓ VERIFIED
Hugging Face
80/100

Official Hugging Face MCP server that gives AI agents access to the Hugging Face Hub for searching models, datasets, and...

huggingfacemodelsdatasets+1
Mar 25, 2026274
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