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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 47 components

AWS MCP

MCP
AWS Labs
90/100

Official AWS Labs MCP server providing AI agents with access to AWS services including S3, Lambda, CloudFormation, EKS,...

awss3lambda+2
Mar 25, 20269.5k2 recipes

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

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

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

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

HashiCorp Agent Skills

SKILL
HashiCorp
85/100

Official HashiCorp skill set for Terraform, Vault, Packer, and HCL workflows, providing infrastructure-as-code guidance...

terraformvaultpacker+1
Mar 25, 2026776

Filesystem MCP Server

MCP
Anthropic
85/100

Secure file system access via MCP with configurable permissions.

filesystemfilesdirectory
Feb 15, 202689.1k5 recipes

Claude Scientific Skills

SKILL
K-Dense AI
85/100

Domain-specific skills for scientific computing covering bioinformatics, genomics, chemistry, and drug discovery workflo...

sciencebioinformaticsgenomics+3
Mar 25, 202632.4k

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

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

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

SQLite MCP Server

MCP
Anthropic
83/100

MCP server for SQLite database operations with business intelligence capabilities.

databasesqlitesql+1
Mar 5, 202689.1k1 recipe

Atlassian MCP

MCP
Atlassian
83/100

Official Atlassian MCP server connecting AI agents to Jira and Confluence via SSE transport, enabling issue tracking, pr...

jiraconfluenceatlassian+1
Mar 25, 2026926

Parallel Browser MCP

MCP✓ VERIFIED
Etairl
82/100

MCP server for parallel browser automation across multiple providers.

developmentetairlparallel+2
May 27, 202642

Elasticsearch MCP

MCP
Elastic
82/100

Official Elastic MCP server for Elasticsearch, enabling AI agents to run search queries, manage indices, and perform ana...

elasticsearchsearchanalytics
Mar 25, 20267021 recipe

Docs Mcp

MCP✓ VERIFIED
Vaadin
82/100

Provides Vaadin Documentation and help with development tasks

developmentvaadindocs+2
May 27, 2026

Browser Gateway

MCP
Browser Gateway
82/100

AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.

developmentbrowsergateway+2
May 27, 20266

Codescene Mcp Server

MCP
Codescene Oss
82/100

An MCP server that provides CodeScene Code Health analysis tools.

developmentcodesceneprovides+2
May 27, 202658

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
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