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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 19 of 19 components

Strudel MCP Server

MCP
William Zujkowski
94/100

A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation...

musiclive-codingjavascript-music+1
Jun 13, 2026227

CodeQL Analysis

SKILL
Trail of Bits
90/100

Scans a codebase for security vulnerabilities using CodeQL's interprocedural data flow and taint tracking analysis. Trig...

skilltrail-of-bitsstatic-analysis+2
May 27, 20266.4k

GitHub MCP Server

MCP✓ VERIFIED
Anthropic
88/100

MCP server for GitHub API integration - repos, issues, PRs, and more.

githubgitapi+1
Feb 15, 202689.1k16 recipes

Playwright Testing Skill

SKILL
Josh Lackey
86/100

Autonomous browser testing with Playwright — form testing, visual testing, screenshots.

playwrighte2ebrowser-testing+1
Feb 28, 20263k5 recipes

Filesystem MCP Server

MCP
Anthropic
85/100

Secure file system access via MCP with configurable permissions.

filesystemfilesdirectory
Feb 15, 202689.1k5 recipes

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

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

LangChain MCP Adapters

MCP
LangChain
83/100

Bridges MCP tools into the LangChain/LangGraph ecosystem, letting you use any MCP server as a LangGraph agent tool with...

langchainlanggraphadapter
Mar 25, 20263.6k

Saidsef Mcp Github Pr Issue Analyser

MCP
Saidsef
82/100

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.…

developmentsmitherysaidsef+2
May 27, 20266

Hithereiamaliff Mcp Nextcloud

MCP
Hithereiamaliff
82/100

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…

cloudsmitheryhithereiamaliff+2
May 27, 202637

Notion MCP Server

MCP✓ VERIFIED
Notion
80/100

Official Notion MCP server for reading, searching, creating, and updating Notion pages and databases.

notionwikidocuments+1
Mar 7, 20264.6k6 recipes

XLSX Spreadsheet Editor

SKILL
Anthropic
80/100

Create, edit, and analyze Excel spreadsheets with support for formulas, financial modeling conventions, data cleaning, a...

spreadsheetexcelcsv+2
Apr 15, 2026165.9k

Threat Modeling Skill

SKILL
CldKit Team
80/100

STRIDE-based threat modeling for identifying and mitigating security risks in architectures.

threat-modelingstridesecurity-architecture+1
Mar 10, 20262 recipes

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

Financial Datasets MCP

MCP
Financial Datasets
80/100

Read-only MCP server for accessing stock market data including prices, financial statements, and company fundamentals vi...

stocksmarket-datafinancials+1
Mar 25, 20262.3k

Prompt Engineering Skill

SKILL
CldKit Team
79/100

Prompt optimization and engineering patterns for LLM-powered applications.

promptllmai+2
Mar 12, 2026

Schematic

SKILL
Siqi Chen
79/100

Single pure-markdown reverse-engineering skill that analyzes existing code and generates architectural specs, component...

reverse-engineeringspec-generationarchitecture+1
Mar 25, 2026226

OpenAI Agents MCP

MCP
LastMile AI
76/100

Adapter that enables OpenAI Agents SDK to consume MCP servers as tool providers, bridging the OpenAI agent ecosystem wit...

openaiagentsadapter
Mar 25, 2026198

BigQuery MCP

MCP
ergut
70/100

Secure, read-only Model Context Protocol server for Google BigQuery. Enables AI agents to list datasets and tables, insp...

bigquerygoogle-cloudsql+2
Jun 14, 2026145