MCP Category
Developer Tools
Software development, coding, debugging, repositories, CI/CD and developer infrastructure.
13
MCP servers
docs-mcp
ac.tandem/docs-mcp
Searches, retrieves, refreshes, and explains Tandem documentation, installation guides, SDKs, workflows, and deployment instructions.
Public
AFMR Discovery
ai.afmr/discovery
Exposes AFMR specifications, registries, schemas, failure-mode records, and attestation and evidence contracts.
Public
artidrop
ai.artidrop/artidrop
Publishes HTML, Markdown, and multi-file websites as shareable URLs and manages artifact versions.
Public
One-Page Readiness Check — 10 Signals, Arabic or English
ai.advisorsai/store-readiness
Checks a public store page for machine-readable readiness signals and returns one actionable finding with verification evidence.
Public
snag
ac.snag/snag
Provides coding agents with captured console, network, replay, and screenshot evidence for debugging web application issues.
Auth required
ABMeter
ai.abmeter/abmeter
Supports running and integrating A/B experiments through SDKs for multiple programming languages and platforms.
Auth required
AgentUtility Browser Workflow
ai.agentutility/mcp-browser-workflow
Described as an AgentUtility browser-workflow cluster offering pay-per-call tools, but no specific browser capabilities or tools are exposed.
mcp
ai.aient/mcp
Monitors production systems, identifies operational issues, and produces reviewed GitHub fix pull requests.
Auth required
spotdb
ai.aliengiraffe/spotdb
Provides an ephemeral data sandbox for AI workflows with guardrails and security controls.
AnomalyArmor
ai.anomalyarmor/armor-mcp
Provides data observability capabilities including alerts, freshness monitoring, schema-drift detection, lineage, and data-quality checks.
Auth required
APIThreshold
ai.apithreshold/apithreshold
Scores AI-generated API tests and applies progressive quality gates using service-specific profiles.
AppDeploy
ai.appdeploy/deploy-app
Turns application ideas expressed in chat into deployed full-stack web applications.
Auth required
Arketo
ai.arketo/arketo
Provides a live application architecture canvas that identifies bottlenecks and potential security gaps.
Auth required