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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 28 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

Planning with Files

SKILL
Othman Adi
88/100

Structured task planning skill that uses markdown files for persistent plan tracking, progress updates, and subtask deco...

planningtask-managementmarkdown
Mar 25, 202625.9k1 recipe

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

Figma Context MCP

MCP
Grant Lipolt
88/100

Gives AI coding agents direct access to Figma design data, enabling accurate one-shot UI implementation by reading layou...

figmadesignui+1
Mar 25, 202615.6k2 recipes

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

Claude HUD

SKILL
Jarrod Watts
86/100

Heads-up display skill that shows real-time context window usage, token counts, and session metadata in a compact dashbo...

monitoringcontext-usagehud+1
Mar 25, 202627k

Firecrawl MCP

MCP✓ VERIFIED
Firecrawl
85/100

MCP server for Firecrawl web scraping and crawling service, converting web pages to clean markdown with automatic conten...

web-scrapingcrawlingmarkdown+1
Mar 25, 20267.1k1 recipe

Filesystem MCP Server

MCP
Anthropic
85/100

Secure file system access via MCP with configurable permissions.

filesystemfilesdirectory
Feb 15, 202689.1k5 recipes

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

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

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

Codegraphcontext Mcp

MCP
Clauxel
82/100

A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs,

developmentclauxelcodegraphcontext+2
May 27, 2026

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

Codeweaver

MCP
Knitli
82/100

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

developmentknitlicodeweaver+2
May 27, 202612

PixdataOrg Coderide

MCP
PixdataOrg
82/100

CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless…

developmentsmitherypixdataorg+2
May 27, 20262

Context7

MCP
Upstash
82/100

Pulls version-specific library documentation and code examples directly into your LLM's context window, eliminating hall...

documentationllm-contextdeveloper-tools+1
Jun 14, 202660.2k

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

Claudeception Skill

SKILL
blader
81/100

Autonomous skill extraction — captures novel solutions as reusable SKILL.md files.

skill-extractionautomationmeta-learning+1
Mar 2, 20262.4k

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
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