Inspect application diagnostics
Find logs, errors and metrics access while retaining project and data-permission boundaries.
Services are ordered by documented operations, attributed reports and current documentation. 33 interfaces are classified here. Each card shows the interfaces a service offers; open it for access requirements and sources.
Categories · Tasks · Interfaces · How listings are checked
Render
A cloud application platform for web services, static sites, jobs, managed Postgres databases, and key-value stores.
Hosting and deployment · Developer tools
MCP · Access documentation verifiedAPI · Access documentation verifiedCLI · Access documentation verifiedVercel
A platform for building and operating web applications, APIs, and agent workloads, with deployment, domains, storage, and observability.
Developer tools · Hosting and deployment
API · Documentation checked: 2026-10-06CLI · Access documentation verifiedMCP · Access documentation verifiedAPI · Documentation checked: 2026-10-07Fly.io
Platform for running apps and Machines close to users worldwide, with a Machines REST API and the flyctl CLI.
Hosting and deployment · Developer tools
CLI · Access documentation verifiedAPI · Access documentation verifiedSupabase
A Postgres application backend with database APIs, authentication, storage, functions, realtime services, and tools for local development and project administration.
Databases · Developer tools
OTHER · Documentation checked: 2026-10-07MCP · Access documentation verifiedAPI · Access documentation verifiedCLI · Documentation checked: 2026-10-06API · Documentation checked: 2026-10-07API · Documentation checked: 2026-10-07YAPL
YAPL is a project planning and resource-management platform whose MCP connector can answer questions about project progress, milestones, budget usage and earned-value metrics from the caller's authorized workspace.
project-management · Productivity and collaboration · mcp
MCP · Access documentation verifiedPapers With Backtest
Papers With Backtest provides a catalog of backtested research papers, strategies, and financial data for quantitative research.
Finance and economic data · Research and knowledge · API
API · Access documentation verifiedMux
Video infrastructure for developers: video hosting, encoding, streaming, a player and video analytics, with a REST API and a hosted MCP server.
Media and entertainment · Developer tools
API · Access documentation verifiedMCP · Access documentation verifiedGrafana
Open and composable observability platform (Grafana, Loki, Mimir, Tempo) with a hosted Cloud MCP server and the gcx CLI.
Observability · Developer tools
MCP · Access documentation verifiedCircleCI
Continuous integration and delivery platform with a REST API v2 and a hosted MCP server for diagnosing and managing pipelines.
Developer tools · Observability
MCP · Access documentation verifiedAPI · Access documentation verifiedBeaverCheck
A website audit service with a REST API for retrieving public audit results, performance metrics, and detected technologies.
website-analysis · Developer tools · api
API · Access documentation verifiedOpenAQ
Global open air-quality observation API that lets agents query monitoring locations, pollutant sensors and measurements for environmental research and location-specific awareness.
Environmental data · air quality · Public data
API · Access documentation verifiedOBIS
The Ocean Biodiversity Information System provides marine biodiversity data and a public API for accessing occurrence records and download statistics.
marine-biodiversity · environmental-data · Research and knowledge · api
API · Access documentation verifiedTypesense
Open source, typo-tolerant search engine with a REST API, managed Typesense Cloud, a cluster management API and a hosted MCP server.
Developer tools · Databases
API · Access documentation verifiedMCP · Access documentation verifiedLaunchDarkly
Feature management platform with a hosted MCP server and the ldcli command line interface for managing feature flags.
Developer tools
CLI · Access documentation verifiedMCP · Access documentation verifiedSentry
An application monitoring platform for errors, performance, releases, and debugging across application environments.
Observability · Developer tools
CLI · Documentation checked: 2026-10-13MCP · Access documentation verifiedAPI · Documentation checked: 2026-10-13Trigger.dev
Durable task orchestration platform with an analytics API for querying run and metric data using TRQL.
Developer tools · analytics
API · Access documentation verifiedRailway
A cloud deployment platform for applications, databases, services, environments, and their operational resources.
Hosting and deployment · Developer tools
CLI · Access documentation verifiedMCP · Access documentation verifiedAPI · Access documentation verifiedPlaid
Financial data network and API for connecting bank accounts to apps, with an API, a CLI and a remote MCP server.
Finance and economic data · Developer tools
CLI · Access documentation verifiedAPI · Access documentation verifiedMCP · Access documentation verifiedAutron
Autron is an AI agent for Amazon advertising with an MCP interface for reading seller metrics and managing approved ads actions.
amazon-ads · analytics · mcp
MCP · Documentation checked: 2026-10-09SigNoz
SigNoz is an observability platform for querying metrics, traces, logs, alerts, and dashboards.
Observability · Developer tools · business
MCP · Documentation checked: 2026-10-10Stripe
Stripe’s REST API has resource-oriented URLs, accepts form-encoded request bodies, and returns JSON-encoded responses.
Finance and economic data
MCP · Documentation checked: 2026-10-07API · Access documentation verifiedCLI · Documentation checked: 2026-10-07LinearB
LinearB provides engineering productivity analytics. Its Measurements API generates JSON reports from processed engineering metrics for eligible LinearB customers.
engineering analytics · software delivery metrics · developer API
API · Documentation checked: 2026-10-10Koyeb
Serverless platform to deploy apps globally, with an MCP server that exposes the Koyeb API as tools for coding agents.
Hosting and deployment · Developer tools
MCP · Documentation checked: 2026-10-07Datadog
Cloud observability and security platform for metrics, logs, traces and monitors, with a REST API and the Pup CLI for agents.
Observability · Developer tools
CLI · Documentation checked: 2026-10-06