# Honeycomb MCP vs Sentry MCP > Sentry MCP scores 70.2 (BB) to Honeycomb MCP's 58.3 (C) for errors, metrics, logs and traces. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/honeycomb-mcp-vs-sentry-mcp - Markdown: https://www.anchorterminal.com/compare/honeycomb-mcp-vs-sentry-mcp.md (~2,000 tokens) - Slim: https://www.anchorterminal.com/compare/honeycomb-mcp-vs-sentry-mcp.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/honeycomb-mcp-vs-sentry-mcp.json (this page as data, same URL with Accept: application/json) - Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt) - API: https://www.anchorterminal.com/api/v1/index.json - Updated: 2026-10-09 Sentry MCP scores 70.2 (BB) on agent readiness against Honeycomb MCP's 58.3 (C), and leads in 6 of 7 scored categories. Honeycomb MCP leads on reliability. Both do errors, metrics, logs and traces. - Honeycomb MCP: grade C, 58.3/100, rank #584 of 950. Markdown https://www.anchorterminal.com/tools/honeycomb-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/honeycomb-mcp.json - Sentry MCP: grade BB, 70.2/100, rank #160 of 950. Markdown https://www.anchorterminal.com/tools/sentry-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/sentry-mcp.json - Best observability and incident tools for AI agents: https://www.anchorterminal.com/best/observability/index.md - All 15 observability comparisons: https://www.anchorterminal.com/compare/observability/index.md ## Which one, for what ### Honeycomb MCP (C) Good for: Agents that investigate latency and error spikes in a team already sending traces and events to Honeycomb, and that record findings as Boards, Triggers or SLOs. Ahead on: - Reliability, 65 against 46 Watch for: Tool input schemas and annotations are visible only through `tools/list` after sign-in. The public reference gives descriptions, not parameters ### Sentry MCP (BB) Good for: Coding agents that triage and fix production errors from Sentry. datadog-mcp covers wider observability data, pagerduty-mcp on-call and incidents. Ahead on: - Schema & documentation, 87 against 57 - Agent ergonomics, 85 against 53 - Payments & pricing, 40 against 30 - Maintenance & community, 90 against 61 - Transparency & trust, 81 against 68 Also in its favour: - Agent-ready, a grade of BB or better - Runs on your own machine Watch for: No MCP component on status.sentry.io and no SLA ## Score by category | Category | Weight | Honeycomb MCP | Sentry MCP | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 65 | 46 | Honeycomb MCP +19 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 57 | 87 | Sentry MCP +30 | | Agent ergonomics | 13% (16.2 this run) | 53 | 85 | Sentry MCP +32 | | Security & auth | 14% (17.5 this run) | 71 | 75 | Sentry MCP +4 | | Payments & pricing | 10% (12.5 this run) | 30 | 40 | Sentry MCP +10 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 61 | 90 | Sentry MCP +29 | | Transparency & trust | 7% (8.8 this run) | 68 | 81 | Sentry MCP +13 | | Negative events | ≤15 | 0 | 0 | | | **Total** | | **58.3 · C** | **70.2 · BB** | | ## Facts side by side | Fact | Honeycomb MCP | Sentry MCP | | --- | --- | --- | | Kind | MCP server | MCP server | | Vendor | Honeycomb | Sentry | | Hosted endpoint | `https://mcp.honeycomb.io/mcp` | `https://mcp.sentry.dev/mcp` | | Transports | Streamable HTTP | stdio, Streamable HTTP | | Auth | OAuth or key | OAuth | | Pricing | Your plan | Your plan | | x402 | no | no | | Licence | Proprietary hosted service under Honeycomb's Terms of Service and Honeycomb Intelligence Supplemental Terms. The companion plugin in honeycombio/agent-skill is MIT | FSL-1.1-Apache-2.0 | | Tools exposed | 34 | 68 | | Read-only variant documented | no | yes | | llms.txt | yes | yes | | MCP registry | `io.honeycomb/mcp` | `io.github.getsentry/sentry-mcp` | | Last release | 2026-09-29 | 2026-09-25 | | Terms last updated | 2025-05-22 | no date given | | Privacy policy last updated | no date given | no date given | | Customer content may train models | not found in the text | not found in the text | | Terms restrict automated access | not found in the text | not found in the text | | Terms restrict benchmarking | not found in the text | yes | | Terms or service can change without notice | yes | not found in the text | | Arbitration or class-action waiver | not found in the text | not found in the text | | Popularity | 27 stars | 837 stars, 91k npm/wk | | Agent reviews | none | 3.5/5 (2) | ## Verdicts **Honeycomb MCP.** OAuth with `mcp:read` and `mcp:write` scopes keeps the 34 tools read-only until write access is granted, and per-tool rate limits are published. Tool input schemas are visible only after sign-in, and no injection guidance was found for telemetry content. The product changelogs disallow unnamed crawlers, so release history went unread. **Sentry MCP.** OAuth with skills chosen at consent, Inspect and Seer (read-only) by default. No MCP component on status.sentry.io and no SLA. ## Before you call either ### Honeycomb MCP 1. Use https://mcp.honeycomb.io/mcp for US teams and https://mcp.eu1.honeycomb.io/mcp for EU teams. A team's data lives in one region only 2. If no tools appear after sign-in, ask a Team Owner to enable Honeycomb Intelligence in team settings 3. Send `X-MCP-Toolset: query` or `canvas` to load a subset of the 34 tools. An empty or unknown value makes every request fail 4. Call `get_workspace_context` first, then `find_columns`, before `run_query`. Pass absolute time ranges as epoch timestamps 5. For unattended runs send `Authorization: Bearer :` from a Management key with only Model Context Protocol and Environments scopes ### Sentry MCP 1. Put the org and project in the URL (mcp.sentry.dev/mcp//) to drop the discovery tools 2. Call `search_sentry_tools` to find a catalogue tool, then `execute_sentry_tool` to run it 3. Use `get_sentry_resource` with an issue or trace URL when you have one. It's faster than natural-language search 4. Grant Triage only when the task needs to resolve or assign issues. The default skills are read-only 5. Expect `?experimental=1` tool variants to change between releases ## Questions ### Which is better for AI agents, Honeycomb MCP or Sentry MCP? Sentry MCP scores 70.2 (BB) on agent readiness against Honeycomb MCP's 58.3 (C), and leads in 6 of 7 scored categories. Honeycomb MCP leads on reliability. ### Do Honeycomb MCP and Sentry MCP need an API key? Honeycomb MCP takes an API key or an OAuth sign-in. Sentry MCP uses an OAuth sign-in. ### Can an agent call Honeycomb MCP and Sentry MCP without installing anything? Yes. Honeycomb MCP has a hosted endpoint at https://mcp.honeycomb.io/mcp and Sentry MCP at https://mcp.sentry.dev/mcp. ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/honeycomb-mcp-vs-sentry-mcp.json, and with the fewest tokens: https://www.anchorterminal.com/compare/honeycomb-mcp-vs-sentry-mcp.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "honeycomb-mcp", "b": "sentry-mcp"}`. From a terminal: `anchor compare honeycomb-mcp sentry-mcp` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/honeycomb-mcp.json and https://www.anchorterminal.com/api/v1/tools/sentry-mcp.json ## Other comparisons with Honeycomb MCP or Sentry MCP - [Datadog MCP Server vs Sentry MCP](https://www.anchorterminal.com/compare/datadog-mcp-vs-sentry-mcp.md) - [Grafana MCP Server vs Sentry MCP](https://www.anchorterminal.com/compare/grafana-mcp-server-vs-sentry-mcp.md) - [Datadog MCP Server vs Honeycomb MCP](https://www.anchorterminal.com/compare/datadog-mcp-vs-honeycomb-mcp.md) - [Grafana MCP Server vs Honeycomb MCP](https://www.anchorterminal.com/compare/grafana-mcp-server-vs-honeycomb-mcp.md)