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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 35 components

Systematic Debugging Skill

SKILL
Jesse Vincent
91/100

Four-phase root cause analysis — tracing, defense-in-depth, verification.

debuggingroot-causetroubleshooting
Mar 1, 2026265.3k

Variant Analysis

SKILL
Trail of Bits
90/100

Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, buil...

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

Obsidian Skills

SKILL
Steph Ango
88/100

Pure markdown knowledge management skills from the Obsidian CEO for working with vaults, note linking, tagging, and pers...

obsidianknowledge-managementmarkdown+2
Mar 25, 202644k

Seatbelt Sandboxer

SKILL
Trail of Bits
88/100

Generates minimal macOS Seatbelt sandbox configurations. Use when sandboxing, isolating, or restricting macOS applicatio...

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

Google GenAI Toolbox

MCP
Google APIs
87/100

Open-source server from Google that simplifies connecting AI agents to databases with built-in authentication, connectio...

googledatabasesql+1
Mar 25, 202616.1k

Token Integration Analyzer

SKILL
Trail of Bits
86/100

Token integration and implementation analyzer based on Trail of Bits' token integration checklist. Analyzes token implem...

skilltrail-of-bitssmart-contracts+5
May 27, 20266.4k

Code Maturity Assessor

SKILL
Trail of Bits
86/100

Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety,...

skilltrail-of-bitssmart-contracts+5
May 27, 20266.4k

Guidelines Advisor

SKILL
Trail of Bits
86/100

Smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/s...

skilltrail-of-bitssmart-contracts+4
May 27, 20266.4k

Terraform MCP

MCP
HashiCorp
86/100

Official HashiCorp MCP server for Terraform and HCP, enabling AI agents to plan, validate, and inspect infrastructure-as...

terraformiachcp
Mar 25, 20261.5k2 recipes

Understand Anything

SKILL
Lum1104
85/100

Codebase analysis skill that generates knowledge graphs and visual dependency maps to help understand unfamiliar reposit...

codebase-analysisknowledge-graphvisualization
Mar 25, 202677.2k

Qdrant MCP

MCP
Qdrant
84/100

Official Qdrant MCP server for vector database operations, enabling AI agents to manage collections, upsert points, and...

vector-dbqdrantembeddings+1
Mar 25, 20261.5k1 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

Supply Chain Risk Auditor

SKILL
Trail of Bits
84/100

Evaluates dependency threat landscapes for software supply chain security.

supply-chaindependenciesnpm-audit+1
Feb 25, 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

Tavily MCP

MCP✓ VERIFIED
Tavily AI
83/100

MCP server for Tavily AI search API, optimized for AI agent use with structured search results, content extraction, and...

tavilysearchresearch+1
Mar 25, 20262.3k

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

Escrow

MCP
0xdirectping
82/100

Agent-to-agent escrow on Base. Post quests with ETH/USDC bounties and settle on-chain.

development0xdirectpingescrow+2
May 27, 20262

Airtable MCP

MCP
Adam Jones
82/100

MCP server for Airtable that lets AI agents list bases, read records, create rows, and perform CRUD operations on Airtab...

airtabledatabaseno-code
Mar 25, 2026455

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

Learning Opportunities

SKILL
Dr. Cat Hicks
81/100

Identifies learning opportunities during coding sessions, encouraging deliberate practice and skill development through...

learningeducationdeliberate-practice
Mar 25, 20262.3k
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