Rollbar MCP
Official Rollbar MCP server: error tracking, occurrence triage, deploy tracking, and item lifecycle for AI agents. 25 stars and 13 commits on main in the last 30 days.
“Official Rollbar MCP server: error tracking, occurrence triage, deploy tracking, and item lifecycle for AI agents. 25 stars and 13 commits on main in the last 30 days. Pairs with Datadog, PagerDuty, Sentry, Grafana, Prometheus, Axiom in the monitoring category for incident triage.”
INSTALL THIS SERVER
{
"mcpServers": {
"rollbar": {
"command": "npx",
"args": [
"-y",
"@rollbar/mcp-server"
],
"env": {
"ROLLBAR_ACCESS_TOKEN": "<your-rollbar-token>"
}
}
}
}
{
"mcpServers": {
"rollbar": {
"command": "npx",
"args": [
"-y",
"@rollbar/mcp-server"
],
"env": {
"ROLLBAR_ACCESS_TOKEN": "<your-rollbar-token>"
}
}
}
}
{
"mcpServers": {
"rollbar": {
"command": "npx",
"args": [
"-y",
"@rollbar/mcp-server"
],
"env": {
"ROLLBAR_ACCESS_TOKEN": "<your-rollbar-token>"
}
}
}
}
{
"mcpServers": {
"rollbar": {
"command": "npx",
"args": [
"-y",
"@rollbar/mcp-server"
],
"env": {
"ROLLBAR_ACCESS_TOKEN": "<your-rollbar-token>"
}
}
}
}
{
"mcpServers": {
"rollbar": {
"command": "npx",
"args": [
"-y",
"@rollbar/mcp-server"
],
"env": {
"ROLLBAR_ACCESS_TOKEN": "<your-rollbar-token>"
}
}
}
}
7 TOOLS AVAILABLE
OUR ASSESSMENT
- Official Rollbar maintenance.
- 25 GitHub stars and MIT licence.
- 13 commits on main in the last 30 days.
- Tool surface covers items, occurrences, deploys, and item lifecycle.
- Pairs with Sentry MCP for multi-vendor error tracking coverage.
- 25 GitHub stars; adoption is early.
- Rollbar account required; pricing is per-occurrence.
- Tool surface focuses on read paths; mutation surface (item resolution) is intentional and limited.
Rollbar API key carries project-scoped read or write access depending on key type. Use a read-only key for diagnostic agents; reserve write keys for triage workflows where the agent updates item status.
Rollbar customers running error monitoring who want agents to triage error groups inside the editor; deploy-correlation flows where the agent links recent deploys to error spikes; teams using Rollbar as primary error tracking and looking for agent-driven incident response.
TECHNICAL DETAILS
ADOPTION METRICS
// Reading this25 stars on the rollbar/rollbar-mcp-server repo. 13 commits on main in the last 30 days. Official Rollbar maintenance carries the editorial weight.
// Reading thisPairs with Sentry, Datadog, PagerDuty, Axiom, Grafana, Prometheus in monitoring. Rollbar focus is error tracking with deploy correlation.
SOURCES & VERIFICATION
We don't take any single directory's word for it. Before scoring, we cross-reference 4 public MCP sources, install the server ourselves against the clients we cover, and record when we last re-verified.
The same server, 4 different lenses. We reconcile these signals into our editorial score, which is why our number sometimes diverges from a directory-aggregate star count.
| Source | Their rating | Their star count | Their downloads | Last synced |
|---|---|---|---|---|
| AutomationSwitch This page | 4.2editorial | 25 | — | MAY 3, 2026 |
| PulseMCP | — unrated | unavailable | unavailable | MAY 3, 2026 |
| MCP.so | — unrated | unavailable | unavailable | MAY 3, 2026 |
| Glama | — unrated | unavailable | unavailable | MAY 3, 2026 |
| Official MCP Registry | — unrated | unavailable | unavailable | MAY 3, 2026 |
// Counts are directory-reported; we don't adjust them. Discrepancies usually come from different snapshot times or star-caching.
OTHER MONITORING MCP SERVERS
Grafana MCP Server
Vendor-official Grafana MCP server from Grafana Labs. Covers dashboards (search, get, summary, JSONPath extraction, patch), datasources (Prometheus, Loki, ClickHouse, CloudWatch, Elasticsearch), and direct query execution (PromQL, LogQL, InfluxQL/Flux, ClickHouse SQL).
Langfuse MCP
MCP server for Langfuse. Query LLM trace data, sessions, and observations from inside agents for debugging and observability. 85 GitHub stars and 16 commits on main in the last 30 days.
Axiom MCP
Official Axiom MCP server. Query Axiom datasets via APL (Axiom Processing Language) and inspect dashboards, monitors, and notifiers. 12 stars and 30 commits on main in the last 30 days.
Prometheus MCP
Prometheus PromQL query MCP with both instant and range queries, metric discovery, and target inspection. 429 GitHub stars and 9 commits on main in the last 30 days. Self-hosted, runs against any Prometheus endpoint.
PagerDuty MCP
Official PagerDuty MCP server for incident management, on-call schedules, services, escalation policies, and event API integration. 66 GitHub stars and 5 commits on main in the last 30 days. Apache-2.0.
Datadog MCP
Official Datadog managed MCP server covering logs, metrics, traces, incidents, and dashboards. HTTP-only transport, hosted by Datadog with regional endpoints (US1, EU, etc.). 6 commits on main in the last 30 days. Stars are modest (35) reflecting recent launch.
DISCUSS YOUR
MCP REQUIREMENTS.
Evaluating a server, scoping an internal deployment, or working out whether MCP is the right fit at all. Start the conversation and we will point you at the right piece of the ecosystem.