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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 204 components

TDD Workflow Skill

SKILL
Jesse Vincent
83/100

Implements RED-GREEN-REFACTOR test-driven development cycle.

tddtestingred-green-refactor+1
Mar 1, 2026265.3k1 recipeTry Live

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

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

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

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

Cerebrus Pulse MCP

MCP
0xsl1m
82/100

Real-time crypto intelligence: technical analysis, sentiment, and funding rates

development0xsl1mcerebrus+2
May 27, 20261

Ebenova Legal Docs

MCP✓ VERIFIED
Dgtalquantumleap Ai
82/100

Generate 27 legal document types across 18 jurisdictions via Ebenova API.

developmentdgtalquantumleapebenova+2
May 27, 2026

Provar MCP Server

MCP
ProvarTesting
82/100

Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.

developmentprovartestingprovar+2
May 27, 20261

Security Orchestra

MCP
RobotFleet HQ
82/100

Multi-agent MCP platform for data centers and critical power.

developmentrobotfleetsecurity+2
May 27, 20261 recipe

Agentfolio Mcp Server

MCP✓ VERIFIED
0xbrainkid
82/100

AI agent identity verification via SATP on Solana. Trust scores and on-chain attestations.

development0xbrainkidagentfolio+2
May 27, 20261

Mastercard Developers MCP

MCP✓ VERIFIED
Mastercard
82/100

Access Mastercard Developers APIs, documentation, and API specifications through MCP.

developmentmastercarddevelopers+2
May 27, 202653

Automotive Cybersecurity

MCP✓ VERIFIED
Ansvar Systems
82/100

Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chinese GB/T

developmentansvarsystems+2
May 27, 2026

Parallel Agents Skill

SKILL
Jesse Vincent
82/100

Orchestrates concurrent subagent workflows for parallelizing large development tasks.

parallelsubagentorchestration+1
Mar 1, 2026265.3kTry Live

GSA Per Diem

MCP
1102tools
82/100

GSA Per Diem federal travel lodging and M&IE rates. 6 tools.

development1102toolsperdiem+2
May 27, 202614

GitLab MCP

MCP
zereight
82/100

MCP server for GitLab with 86 tools enabling AI agents to manage merge requests, browse repositories, trigger pipelines,...

gitlabmerge-requestsci-cd
Mar 25, 20261.9k

Developer Tools Mcp Server

MCP✓ VERIFIED
TheNextGenNexus
82/100

Access GitHub repos, npm/PyPI packages, Stack Overflow, arXiv, and Google Scholar

developmentthenextgennexusdeveloper+2
May 27, 2026

Database Admin

MCP✓ VERIFIED
Cybeleri
82/100

Database admin MCP: schema inspection, query optimization for PostgreSQL and MySQL

developmentcybeleridatabase+2
May 27, 20262 recipes

Parallel Browser MCP

MCP✓ VERIFIED
Etairl
82/100

MCP server for parallel browser automation across multiple providers.

developmentetairlparallel+2
May 27, 202642

Google Docs Mcp Server

MCP
Gigabrainobserver
82/100

Google Docs MCP server with full tab support, markdown extraction, and batch updates.

developmentgigabrainobserver+2
May 27, 20264

ui-ticket-mcp

MCP
0ics Srls
82/100

Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.

development0icssrls+2
May 27, 20269
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