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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 7 of 7 components

Static Analysis Skill

SKILL
Trail of Bits
90/100

Runs CodeQL and Semgrep for automated security vulnerability detection in codebases.

codeqlsemgrepsast+1
Feb 20, 20266.4k4 recipes

SARIF Parsing

SKILL
Trail of Bits
88/100

Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners. Triggers on "parse...

skilltrail-of-bitsstatic-analysis+3
May 27, 20266.4k

Differential Review Skill

SKILL
Trail of Bits
87/100

Security-focused review of code changes using git history analysis to find regressions.

diffgitregression+1
Feb 20, 20266.4k1 recipe

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

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

Excel MCP

MCP✓ VERIFIED
negokaz
79/100

MCP server for reading, writing, and manipulating Excel (.xlsx) files, enabling AI agents to work with spreadsheet data...

excelspreadsheetxlsx
Mar 25, 20261k

LlamaCloud MCP

MCP
LlamaIndex
78/100

MCP server for LlamaCloud that provides AI agents with managed RAG retrieval, document parsing, and knowledge base searc...

llamaindexragretrieval
Mar 25, 20262251 recipe