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MCP servers & skills for Debugging & observability

7 entries match, per their official sources.

7 of 43 entries

MCP server · Sentry

Sentry MCP

Verdict: Pick it to debug production errors from Sentry inside the agent; needs Sentry OAuth or a user token.

Tasks: Debugging & observability

Agents: Claude Code, Cursor

Credentials: Sentry OAuth (remote) or a Sentry user auth token (stdio).

Release cli@0.47.0 on 2026-10-05; last commit 2026-10-17 · verified 2026-10-17

Official source ↗

MCP server · Cloudflare

Cloudflare MCP servers

Verdict: Pick it for Workers, observability and Cloudflare docs; each remote server uses its own OAuth scopes.

Tasks: Infra & deploy, Debugging & observability, Library docs & research

Agents: Cursor

Credentials: Cloudflare OAuth (per server).

Release containers-mcp@0.2.19 on 2026-08-11; last commit 2026-10-09 · verified 2026-10-16

Official source ↗

MCP server · Grafana Labs

Grafana MCP

Verdict: Pick it to query dashboards, Prometheus and Loki from the agent; needs a Grafana service account token.

Tasks: Debugging & observability

Agents: Claude Desktop, Cursor, VS Code

Credentials: GRAFANA_URL plus a service account token (GRAFANA_SERVICE_ACCOUNT_TOKEN) or basic auth.

Release v2.0.2 on 2026-10-07; last commit 2026-10-14 · verified 2026-10-16

Official source ↗

MCP server · Chrome DevTools (Google)

Chrome DevTools MCP

Verdict: Pick it for performance traces, network and console debugging; it exposes browser content to the client.

Tasks: Browser & E2E testing, Debugging & observability, Frontend & UI

Agents: Claude Code, Cursor, VS Code

Credentials: None

Release chrome-devtools-mcp-v1.11.0 on 2026-10-15; last commit 2026-10-16 · verified 2026-10-16

Official source ↗

MCP server · Elastic

Elasticsearch MCP Server (deprecated)

Verdict: Avoid for new setups: the official README marks it deprecated; use it only on existing installs.

Tasks: Databases & SQL, Debugging & observability

Agents: Claude Desktop, Cursor, VS Code

Credentials: ES_URL plus ES_API_KEY (or username/password).

Release v0.4.6 on 2025-10-24; last commit 2026-06-23 ; DEPRECATED per README · verified 2026-10-16

Official source ↗

MCP server · Vercel

Next.js DevTools MCP

Verdict: Pick it to let the agent read live errors, routes and logs from a running Next.js 16+ dev server; it needs `npm run dev` running.

Release v0.4.0 · 2026-06-24

Tasks: Debugging & observability, Frontend & UI

Agents: Amp, Claude Code, Codex, Cursor, Gemini CLI, Google Antigravity, VS Code, GitHub Copilot, Warp

Credentials: None

Release v0.4.0 on 2026-06-24; last commit 2026-09-15 · verified 2026-10-17

Official source ↗

MCP server · Datadog

Datadog MCP Server

Verdict: Pick it to investigate production issues from the agent using your Datadog account; OAuth keeps access within your existing RBAC.

Tasks: Debugging & observability

Agents: ChatGPT, Claude Desktop, Claude Code, Codex, Cursor, Goose, VS Code, GitHub Copilot, Kiro, Warp, OpenCode

Credentials: Datadog OAuth (recommended) or Datadog API and application keys for some clients.

Managed remote server; no GitHub release on datadog-labs/mcp-server; CHANGELOG updated through 2026-10-15; last commit 2026-10-16 · verified 2026-10-19

Official source ↗