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Evidence-backed tools for AI agents.

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MCP Server

Only tested or caveated evidence counts.

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Showing 20 of 75 components

Claude Scientific Skills

SKILL
K-Dense AI
85/100

Domain-specific skills for scientific computing covering bioinformatics, genomics, chemistry, and drug discovery workflo...

sciencebioinformaticsgenomics+3
Mar 25, 202632.4k

Entry Point Analyzer

SKILL
Trail of Bits
84/100

Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally call...

skilltrail-of-bitsentry+2
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

Supply Chain Risk Auditor

SKILL
Trail of Bits
84/100

Identifies dependencies at heightened risk of exploitation or takeover. Use when assessing supply chain attack surface,...

skilltrail-of-bitssupply+3
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

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

False Positive Check

SKILL
Trail of Bits
84/100

Systematically verifies suspected security bugs to eliminate false positives. Produces TRUE POSITIVE or FALSE POSITIVE v...

skilltrail-of-bitscheck
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

Perplexity MCP

MCP
Perplexity AI
84/100

Official MCP server for Perplexity AI search, providing AI agents with real-time web search results augmented with citat...

perplexityai-searchresearch+1
Mar 25, 20262.4k

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

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

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

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

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

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

SQLite MCP Server

MCP
Anthropic
83/100

MCP server for SQLite database operations with business intelligence capabilities.

databasesqlitesql+1
Mar 5, 202689.1k1 recipe

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

Mapbox MCP

MCP✓ VERIFIED
Mapbox
82/100

Official Mapbox MCP server providing AI agents with geocoding, routing, directions, and map data access for location-bas...

mapboxmapsgeocoding+2
Mar 25, 2026351
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