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        "packages": [
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            "name": "@sentry/mcp-server"
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        "auth": "oauth",
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        "pricing": "byo-plan",
        "pricingNotes": "No separate charge; uses your Sentry org. AI-powered search tools require an LLM provider key when self-hosting the server.",
        "priceSummary": "Your plan",
        "where": "both",
        "x402": {
          "level": "no",
          "evidence": "No x402 support in README or docs.",
          "endpoints": []
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        "popularity": {
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          "npmWeekly": 90552,
          "pypiWeekly": null,
          "asOf": "2026-09-26"
        },
        "docsUrl": "https://mcp.sentry.dev/",
        "llmsTxt": "https://docs.sentry.io/llms.txt",
        "registryName": "io.github.getsentry/sentry-mcp",
        "capabilities": [
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        "tags": [
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          "hosted",
          "local",
          "source-available",
          "oauth"
        ],
        "lastRelease": "2026-09-25",
        "graded": true,
        "anchor": {
          "graded": true,
          "score": 70.4,
          "grade": "BB",
          "agentReady": true,
          "rank": 99,
          "ranked": true,
          "rankOf": 452,
          "categoryRank": 1,
          "methodology": "0.3",
          "run": "2026-10-01",
          "scores": {
            "ergonomics": 85,
            "maintenance": 90,
            "payments": 40,
            "reliability": 46,
            "schema": 87,
            "security": 75,
            "transparency": 83
          },
          "pending": [
            "performance",
            "tasks"
          ],
          "assessment": {
            "confidence": "medium",
            "date": "2026-10-01"
          },
          "negative": 0,
          "verdict": "OAuth with skills chosen at consent, Inspect and Seer (read-only) by default. No MCP component on status.sentry.io and no SLA.",
          "strengths": [
            "OAuth with skills chosen at consent, Inspect and Seer (read-only) by default",
            "Nine top-level tools with on-demand loading of 59 more, plus org and project scoping in the URL",
            "Descriptions with usage guidance, examples and hints, and typed errors with recovery advice",
            "Read-only, destructive and idempotent annotations across the catalogue",
            "Five releases since 26 August 2026 and a registry entry published from CI"
          ],
          "weaknesses": [
            "No MCP component on status.sentry.io and no SLA",
            "The upstream Sentry token always holds project, team, event and alert write scopes",
            "`execute_sentry_tool` wraps every catalogue tool, which breaks per-tool approval (issue #1254)",
            "Functional Source License, not OSI-approved until each version's two-year conversion",
            "Hosted telemetry records tool arguments and results, and the public site doesn't mention it"
          ],
          "agentNotes": [
            "Put the org and project in the URL (mcp.sentry.dev/mcp/\u003corg\u003e/\u003cproject\u003e) to drop the discovery tools",
            "Call `search_sentry_tools` to find a catalogue tool, then `execute_sentry_tool` to run it",
            "Use `get_sentry_resource` with an issue or trace URL when you have one. It's faster than natural-language search",
            "Grant Triage only when the task needs to resolve or assign issues. The default skills are read-only",
            "Expect `?experimental=1` tool variants to change between releases"
          ],
          "metrics": {
            "kind": "remote",
            "measured": false
          },
          "reviewCount": 2,
          "avgRating": 3.5,
          "history": [
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              "basis": "public evidence",
              "confidence": "medium",
              "grade": "BB",
              "methodology": "0.3",
              "pending": [
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                "tasks"
              ],
              "run": "2026-10-01",
              "runLabel": "October 2026 research run",
              "score": 70.4
            }
          ],
          "editorialScores": {
            "ergonomics": 85,
            "maintenance": 90,
            "payments": 40,
            "reliability": 46,
            "schema": 87,
            "security": 75,
            "transparency": 70
          },
          "provenanceScore": 96
        },
        "connect": {
          "claudeCode": "claude mcp add --transport http sentry https://mcp.sentry.dev/mcp",
          "config": {
            "mcpServers": {
              "sentry": {
                "url": "https://mcp.sentry.dev/mcp"
              }
            }
          }
        },
        "letme": {
          "capability": "https://letme.dev/observability.errors",
          "tool": "https://letme.dev/sentry-mcp"
        },
        "area": "developer",
        "provenance": {
          "legalEntity": "Functional Software, Inc. d/b/a Sentry",
          "domain": "sentry.dev",
          "domainRegistered": "2019-02-22",
          "domainNote": "The MCP server runs on sentry.dev, Sentry's secondary domain. Its security.txt redirects to sentry.io.",
          "endpointOnVendorDomain": true,
          "terms": "https://sentry.io/terms/",
          "privacy": "https://sentry.io/privacy/",
          "statusPage": "https://status.sentry.io",
          "changelog": "https://github.com/getsentry/sentry-mcp/releases",
          "securityTxt": "valid",
          "checked": "2026-09-26",
          "score": 96
        },
        "pageJsonUrl": "https://www.anchorterminal.com/tools/sentry-mcp.json",
        "live": {
          "slug": "sentry-mcp",
          "probe": {
            "target": "https://mcp.sentry.dev/mcp",
            "method": "mcp-initialize",
            "lastAt": "2026-10-04T21:48:36.297098516Z",
            "lastOk": true,
            "lastStatus": 401,
            "lastMs": 49,
            "lastNote": "asks for credentials",
            "authRequired": true,
            "uptime24h": 100,
            "uptime30d": 100,
            "p50ms24h": 47,
            "p95ms24h": 93,
            "samples24h": 272,
            "samples30d": 2031,
            "days": [
              {
                "date": "2026-09-27",
                "probes": 132,
                "ok": 132
              },
              {
                "date": "2026-09-28",
                "probes": 285,
                "ok": 285
              },
              {
                "date": "2026-09-29",
                "probes": 286,
                "ok": 286
              },
              {
                "date": "2026-09-30",
                "probes": 286,
                "ok": 286
              },
              {
                "date": "2026-10-01",
                "probes": 276,
                "ok": 276
              },
              {
                "date": "2026-10-02",
                "probes": 248,
                "ok": 248
              },
              {
                "date": "2026-10-03",
                "probes": 271,
                "ok": 271
              },
              {
                "date": "2026-10-04",
                "probes": 247,
                "ok": 247
              }
            ]
          },
          "vendorStatus": {
            "page": "https://status.sentry.io",
            "indicator": "none",
            "summary": "All Systems Operational",
            "checkedAt": "2026-10-04T21:40:28.793214172Z"
          },
          "versions": [
            {
              "registry": "github",
              "name": "getsentry/sentry-mcp",
              "version": "cli@0.46.0",
              "released": "2026-10-01",
              "seenAt": "2026-10-04T16:39:39.635307673Z"
            },
            {
              "registry": "mcp-registry",
              "name": "io.github.getsentry/sentry-mcp",
              "version": "0.42.0",
              "seenAt": "2026-10-03T23:29:28.630222764Z"
            },
            {
              "registry": "npm",
              "name": "@sentry/mcp-server",
              "version": "0.42.0",
              "seenAt": "2026-10-04T16:39:38.77518742Z"
            }
          ],
          "githubStars": 911,
          "npmWeekly": 135602,
          "securityTxt": {
            "url": "https://sentry.dev/.well-known/security.txt",
            "state": "valid",
            "checkedAt": "2026-10-04T15:15:56.706207028Z"
          },
          "llmsTxt": {
            "url": "https://docs.sentry.io/llms.txt",
            "ok": true,
            "status": 200,
            "checkedAt": "2026-10-04T15:18:13.747764894Z"
          },
          "domain": {
            "domain": "sentry.dev",
            "registered": "2019-02-22",
            "source": "https://pubapi.registry.google/rdap/domain/sentry.dev",
            "checkedAt": "2026-10-04T13:05:20.828321447Z"
          },
          "pages": [
            {
              "url": "https://sentry.io/privacy/",
              "kind": "privacy",
              "status": 200,
              "checkedAt": "2026-10-04T15:47:41.040814192Z",
              "changedAt": "0001-01-01T00:00:00Z",
              "fingerprint": "2ae8c285adef"
            },
            {
              "url": "https://sentry.io/terms/",
              "kind": "terms",
              "status": 200,
              "checkedAt": "2026-10-04T15:47:43.285110997Z",
              "changedAt": "0001-01-01T00:00:00Z",
              "fingerprint": "2467e8cf5af9"
            }
          ],
          "mcpTools": {
            "url": "https://mcp.sentry.dev/mcp",
            "checkedAt": "2026-10-03T22:12:44.755732186Z",
            "status": "auth",
            "note": "asks for credentials before listing its tools",
            "changedAt": "2026-09-28T21:55:54.523074666Z"
          },
          "updatedAt": "2026-10-04T21:48:36.297098516Z"
        }
      },
      {
        "slug": "datadog-mcp",
        "name": "Datadog MCP Server",
        "vendor": "Datadog",
        "vendorUrl": "https://docs.datadoghq.com/mcp_server/",
        "kind": "mcp",
        "category": "observability",
        "summary": "Datadog's hosted MCP server for querying monitors, logs, metrics, traces, dashboards, incidents and more, with 30-plus toolsets, a sandboxed code-execution toolset, OAuth 2.0 or key auth, and per-call permission checks on writes.",
        "url": "https://www.anchorterminal.com/tools/datadog-mcp",
        "markdownUrl": "https://www.anchorterminal.com/tools/datadog-mcp.md",
        "slimMarkdownUrl": "https://www.anchorterminal.com/tools/datadog-mcp.min.md",
        "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/datadog-mcp.json",
        "repo": "https://github.com/datadog-labs/mcp-server",
        "license": "MIT",
        "transports": [
          "streamable-http",
          "stdio"
        ],
        "remoteUrl": "https://mcp.datadoghq.com/v1/mcp",
        "packages": [],
        "auth": "mixed",
        "authNotes": "OAuth 2.0 (recommended, with an optional read-only grant that hides write tools), personal or service access tokens as a Bearer header, or `DD-API-KEY` plus `DD-APPLICATION-KEY` headers. A local `datadog_mcp_cli` binary gives you stdio where remote auth isn't possible. EU endpoint at mcp.datadoghq.eu. Users need the `mcp_read` and `mcp_write` permissions, and an organisation setting can block MCP writes.",
        "pricing": "byo-plan",
        "pricingNotes": "No separate charge stated. Datadog plan prices are public and a free plan exists. MCP use is capped by a default quota of 100,000 tool calls a month per organisation (raised from 50,000 on 2026-08-28) and a burst limit of 50 calls per 10 seconds. Whether the free plan includes MCP isn't stated (https://github.com/datadog-labs/mcp-server/blob/main/CHANGELOG.md).",
        "priceSummary": "Your plan",
        "where": "both",
        "x402": {
          "level": "no",
          "evidence": "No payments. Access follows the Datadog account.",
          "endpoints": []
        },
        "toolCount": null,
        "popularity": {
          "githubStars": 43,
          "npmWeekly": null,
          "pypiWeekly": null,
          "asOf": "2026-09-26"
        },
        "docsUrl": "https://docs.datadoghq.com/mcp_server/",
        "capabilities": [
          "observability.metrics",
          "observability.logs",
          "observability.traces",
          "observability.incidents"
        ],
        "tags": [
          "official",
          "hosted",
          "oauth",
          "toolsets",
          "enterprise",
          "preview-parts"
        ],
        "lastRelease": "2026-09-25",
        "graded": true,
        "anchor": {
          "graded": true,
          "score": 56.7,
          "grade": "C",
          "agentReady": false,
          "rank": 300,
          "ranked": true,
          "rankOf": 452,
          "categoryRank": 2,
          "methodology": "0.3",
          "run": "2026-10-01",
          "scores": {
            "ergonomics": 78,
            "maintenance": 68,
            "payments": 20,
            "reliability": 53,
            "schema": 60,
            "security": 76,
            "transparency": 68
          },
          "pending": [
            "performance",
            "tasks"
          ],
          "assessment": {
            "confidence": "medium",
            "date": "2026-10-01"
          },
          "negative": -4,
          "negativeNotes": [
            "-3: breaking changes shipped the day they were announced, with no notice period. Detection-rule tools replaced and removed on 2026-06-17, `service` and `family` removed from `explore_profiling_call_graph` on 2026-06-26, `start_at` removed from `search_datadog_spans` on 2026-08-20 and the `traces` extension removed from `execute_code` on 2026-09-24. Each is labelled in the changelog, so we deduct at the low end (https://github.com/datadog-labs/mcp-server/blob/main/CHANGELOG.md).",
            "-1: until 2026-09-22, `ddsql_upsert_saved_query` created or updated saved queries even when an organisation had disabled MCP writes. Fixed and disclosed in the changelog, so a small deduction (https://github.com/datadog-labs/mcp-server/blob/main/CHANGELOG.md)."
          ],
          "verdict": "OAuth read-only grants, `mcp_read` and `mcp_write` permissions and an organisation-level block on MCP writes. Tools and parameters are removed the day they're announced, with no notice period.",
          "strengths": [
            "OAuth read-only grants, `mcp_read` and `mcp_write` permissions and an organisation-level block on MCP writes",
            "Toolsets, a sandboxed `execute_code` toolset and `whoami` and `toolsets` resources keep the schema in proportion",
            "Dated public changelog with 42 entries since 3 July 2026",
            "Published burst limit and monthly quota",
            "SOC 2 Type 2, ISO 27001 and FedRAMP High, with a private HackerOne bounty"
          ],
          "weaknesses": [
            "Tools and parameters are removed the day they're announced, with no notice period",
            "Not in the official MCP registry and no MCP component on the status page",
            "Tool schemas and descriptions aren't readable without an account",
            "No security.txt, and the write-protection setting missed one tool until 22 September 2026",
            "Whether the free plan includes MCP isn't stated"
          ],
          "agentNotes": [
            "Use https://mcp.datadoghq.com/v1/mcp. The /api/unstable/ path in older configs is no longer the documented one",
            "Set `toolsets` to the two or three you need, for example core plus logs, and read the `toolsets` resource first",
            "Pass `limit` and `custom_attributes` on span searches, and page with `cursor`. `start_at` is gone",
            "Expect a permission error when the org blocks MCP writes or the OAuth grant is read-only. That's the boundary working",
            "Budget calls. The org shares 100,000 a month and 50 per 10 seconds"
          ],
          "metrics": {
            "kind": "remote",
            "measured": false
          },
          "reviewCount": 2,
          "avgRating": 2.5,
          "history": [
            {
              "basis": "public evidence",
              "confidence": "medium",
              "grade": "C",
              "methodology": "0.3",
              "pending": [
                "performance",
                "tasks"
              ],
              "run": "2026-10-01",
              "runLabel": "October 2026 research run",
              "score": 56.7
            }
          ],
          "editorialScores": {
            "ergonomics": 78,
            "maintenance": 68,
            "payments": 20,
            "reliability": 53,
            "schema": 60,
            "security": 76,
            "transparency": 56
          },
          "provenanceScore": 80
        },
        "connect": {
          "claudeCode": "claude mcp add --transport http datadog https://mcp.datadoghq.com/v1/mcp",
          "config": {
            "mcpServers": {
              "datadog": {
                "type": "http",
                "url": "https://mcp.datadoghq.com/v1/mcp"
              }
            }
          },
          "headless": {
            "mcpServers": {
              "datadog": {
                "headers": {
                  "DD-API-KEY": "${DD_API_KEY}",
                  "DD-APPLICATION-KEY": "${DD_APPLICATION_KEY}"
                },
                "type": "http",
                "url": "https://mcp.datadoghq.com/v1/mcp"
              }
            }
          }
        },
        "letme": {
          "capability": "https://letme.dev/observability.metrics",
          "tool": "https://letme.dev/datadog-mcp"
        },
        "area": "developer",
        "provenance": {
          "legalEntity": "Datadog, Inc.",
          "domain": "datadoghq.com",
          "domainRegistered": "2010-07-09",
          "endpointOnVendorDomain": true,
          "terms": "https://datadoghq.com/legal/terms/",
          "privacy": "https://datadoghq.com/legal/privacy/",
          "statusPage": "https://status.datadoghq.com",
          "changelog": "",
          "securityTxt": "none",
          "checked": "2026-09-26",
          "score": 80
        },
        "pageJsonUrl": "https://www.anchorterminal.com/tools/datadog-mcp.json",
        "live": {
          "slug": "datadog-mcp",
          "probe": {
            "target": "https://mcp.datadoghq.com/v1/mcp",
            "method": "mcp-initialize",
            "lastAt": "2026-10-04T21:48:25.894286869Z",
            "lastOk": true,
            "lastStatus": 401,
            "lastMs": 287,
            "lastNote": "asks for credentials",
            "authRequired": true,
            "uptime24h": 100,
            "uptime30d": 100,
            "p50ms24h": 265,
            "p95ms24h": 310,
            "samples24h": 272,
            "samples30d": 2031,
            "days": [
              {
                "date": "2026-09-27",
                "probes": 132,
                "ok": 132
              },
              {
                "date": "2026-09-28",
                "probes": 285,
                "ok": 285
              },
              {
                "date": "2026-09-29",
                "probes": 286,
                "ok": 286
              },
              {
                "date": "2026-09-30",
                "probes": 286,
                "ok": 286
              },
              {
                "date": "2026-10-01",
                "probes": 276,
                "ok": 276
              },
              {
                "date": "2026-10-02",
                "probes": 248,
                "ok": 248
              },
              {
                "date": "2026-10-03",
                "probes": 271,
                "ok": 271
              },
              {
                "date": "2026-10-04",
                "probes": 247,
                "ok": 247
              }
            ]
          },
          "vendorStatus": {
            "page": "https://status.datadoghq.com",
            "indicator": "none",
            "summary": "All Systems Operational",
            "checkedAt": "2026-10-04T21:39:55.972500276Z"
          },
          "githubStars": 45,
          "securityTxt": {
            "url": "https://datadoghq.com/.well-known/security.txt",
            "state": "none",
            "checkedAt": "2026-10-04T15:15:41.698687937Z"
          },
          "domain": {
            "domain": "datadoghq.com",
            "registered": "2010-07-09",
            "source": "https://rdap.verisign.com/com/v1/domain/datadoghq.com",
            "checkedAt": "2026-10-04T13:05:16.528122118Z"
          },
          "pages": [
            {
              "url": "https://datadoghq.com/legal/privacy/",
              "kind": "privacy",
              "status": 304,
              "checkedAt": "2026-10-04T15:42:19.357597934Z",
              "changedAt": "2026-09-29T13:08:28.35407782Z",
              "fingerprint": "84e6d2939140"
            },
            {
              "url": "https://datadoghq.com/legal/terms/",
              "kind": "terms",
              "status": 304,
              "checkedAt": "2026-10-04T15:42:21.663011496Z",
              "changedAt": "2026-09-29T13:08:30.925940141Z",
              "fingerprint": "bb8932f6911c"
            }
          ],
          "mcpTools": {
            "url": "https://mcp.datadoghq.com/v1/mcp",
            "checkedAt": "2026-10-03T22:12:08.772408161Z",
            "status": "auth",
            "note": "asks for credentials before listing its tools",
            "changedAt": "2026-09-28T21:55:38.616526541Z"
          },
          "updatedAt": "2026-10-04T21:48:25.894286869Z"
        }
      },
      {
        "slug": "pagerduty-mcp",
        "name": "PagerDuty MCP Server",
        "vendor": "PagerDuty",
        "vendorUrl": "https://support.pagerduty.com/main/docs/pagerduty-mcp-server",
        "kind": "mcp",
        "category": "observability",
        "summary": "PagerDuty's hosted MCP server at mcp.pagerduty.com (EU at mcp.eu.pagerduty.com) for incidents, services, schedules, on-call, escalation policies, alerts and analytics, with OAuth or API-key auth.",
        "url": "https://www.anchorterminal.com/tools/pagerduty-mcp",
        "markdownUrl": "https://www.anchorterminal.com/tools/pagerduty-mcp.md",
        "slimMarkdownUrl": "https://www.anchorterminal.com/tools/pagerduty-mcp.min.md",
        "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/pagerduty-mcp.json",
        "repo": "https://github.com/PagerDuty/pagerduty-mcp-server",
        "license": "Apache-2.0",
        "transports": [
          "streamable-http"
        ],
        "remoteUrl": "https://mcp.pagerduty.com/mcp",
        "packages": [],
        "auth": "mixed",
        "authNotes": "OAuth with metadata discovery using static client credentials (no dynamic client registration), an OAuth bearer token such as a client-credentials app token, or an API key in `Authorization: Token token=\u003ckey\u003e`. Scoped OAuth apps use per-resource scopes and require PKCE. Some tools and filters need user-level rather than account-level auth. EU accounts use mcp.eu.pagerduty.com.",
        "pricing": "byo-plan",
        "pricingNotes": "No separate charge stated. The MCP docs list a PagerDuty account with Advanced Permissions as a prerequisite, and the pricing page includes Advanced Permissions in the PD Reliability Platform tiers (Starter $2,800 a year, Essential $12,000, Plus $48,000). Incident Management Free (5 users) and Professional ($21 per user a month billed yearly, $25 monthly) are also public. Whether the free plan can use MCP isn't stated (https://www.pagerduty.com/pricing/incident-management/).",
        "priceSummary": "Your plan",
        "where": "hosted",
        "x402": {
          "level": "no",
          "evidence": "No payments. Access follows the PagerDuty account.",
          "endpoints": []
        },
        "toolCount": null,
        "popularity": {
          "githubStars": null,
          "npmWeekly": null,
          "pypiWeekly": null,
          "asOf": "2026-09-26"
        },
        "docsUrl": "https://docs.pagerduty.com/ai-automation/advance/pagerduty-mcp-server",
        "capabilities": [
          "observability.incidents",
          "work.oncall"
        ],
        "tags": [
          "official",
          "hosted",
          "oauth",
          "incidents",
          "enterprise"
        ],
        "lastRelease": "2026-09-04",
        "graded": true,
        "anchor": {
          "graded": true,
          "score": 48.5,
          "grade": "D",
          "agentReady": false,
          "rank": 375,
          "ranked": true,
          "rankOf": 452,
          "categoryRank": 3,
          "methodology": "0.3",
          "run": "2026-10-01",
          "scores": {
            "ergonomics": 49,
            "maintenance": 32,
            "payments": 10,
            "reliability": 52,
            "schema": 55,
            "security": 66,
            "transparency": 64
          },
          "pending": [
            "performance",
            "tasks"
          ],
          "assessment": {
            "confidence": "medium",
            "date": "2026-10-01"
          },
          "negative": 0,
          "verdict": "Scoped OAuth with per-resource scopes and mandatory PKCE, or an API key in a header. No read-only mode on the hosted server, where the local one was read-only by default.",
          "strengths": [
            "Scoped OAuth with per-resource scopes and mandatory PKCE, or an API key in a header",
            "US and EU endpoints documented",
            "REST limits published at 960 requests a minute with ratelimit-reset headers",
            "SOC 2 Type II, ISO 27001 and FedRAMP Low",
            "The local server was archived with a pointer to the hosted one"
          ],
          "weaknesses": [
            "No read-only mode on the hosted server, where the local one was read-only by default",
            "Hosted tool list, schemas and changelog aren't published",
            "No native tool filtering, so the full list loads whatever the OAuth scopes allow",
            "Advanced Permissions, a Reliability Platform feature from $2,800 a year, is listed as a prerequisite",
            "The official registry entry still points at the archived 0.2.1 package"
          ],
          "agentNotes": [
            "Use a scoped OAuth client with read scopes only if the agent shouldn't acknowledge, resolve or edit anything",
            "Use a user API key or user OAuth for `assigned` or `teams` filters. Account-level keys fail those calls",
            "Pass `limit` and a `since` date on incident lists. The default limit is 1,000 records",
            "EU accounts must use mcp.eu.pagerduty.com",
            "On 429, wait `ratelimit-reset` seconds. There's no Retry-After header"
          ],
          "metrics": {
            "kind": "remote",
            "measured": false
          },
          "reviewCount": 2,
          "avgRating": 1.5,
          "history": [
            {
              "basis": "public evidence",
              "confidence": "medium",
              "grade": "D",
              "methodology": "0.3",
              "pending": [
                "performance",
                "tasks"
              ],
              "run": "2026-10-01",
              "runLabel": "October 2026 research run",
              "score": 48.5
            }
          ],
          "editorialScores": {
            "ergonomics": 49,
            "maintenance": 32,
            "payments": 10,
            "reliability": 52,
            "schema": 55,
            "security": 66,
            "transparency": 48
          },
          "provenanceScore": 80
        },
        "connect": {
          "claudeCode": "claude mcp add --transport http pagerduty https://mcp.pagerduty.com/mcp",
          "config": {
            "mcpServers": {
              "pagerduty": {
                "url": "https://mcp.pagerduty.com/mcp"
              }
            }
          }
        },
        "letme": {
          "capability": "https://letme.dev/observability.incidents",
          "tool": "https://letme.dev/pagerduty-mcp"
        },
        "area": "developer",
        "provenance": {
          "legalEntity": "PagerDuty, Inc.",
          "domain": "pagerduty.com",
          "domainRegistered": "2009-02-12",
          "endpointOnVendorDomain": true,
          "terms": "https://www.pagerduty.com/terms-of-service/",
          "privacy": "https://www.pagerduty.com/privacy-policy/",
          "statusPage": "https://status.pagerduty.com",
          "changelog": "",
          "securityTxt": "none",
          "checked": "2026-09-26",
          "score": 80
        },
        "pageJsonUrl": "https://www.anchorterminal.com/tools/pagerduty-mcp.json",
        "live": {
          "slug": "pagerduty-mcp",
          "probe": {
            "target": "https://mcp.pagerduty.com/mcp",
            "method": "mcp-initialize",
            "lastAt": "2026-10-04T21:48:33.794771686Z",
            "lastOk": true,
            "lastStatus": 401,
            "lastMs": 599,
            "lastNote": "asks for credentials",
            "authRequired": true,
            "uptime24h": 100,
            "uptime30d": 100,
            "p50ms24h": 592,
            "p95ms24h": 653,
            "samples24h": 272,
            "samples30d": 2031,
            "days": [
              {
                "date": "2026-09-27",
                "probes": 132,
                "ok": 132
              },
              {
                "date": "2026-09-28",
                "probes": 285,
                "ok": 285
              },
              {
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  "markdown": "Errors, metrics, logs, traces, monitors and on-call data for agents that debug and run production systems.\n\n- Tools ranked: 3 · agent-ready (BB or better): 1 · accept x402: 0 · hosted endpoints: 3 · desk reviews by the panel: 6\n- JSON: https://www.anchorterminal.com/api/v1/tools.json (list) · https://www.anchorterminal.com/api/v1/rankings.json (ranked) · https://www.anchorterminal.com/api/v1/x402.json (payable) · https://www.anchorterminal.com/api/v1/capabilities.json (by capability)\n- Grades run AA, A, BB, B, C, D, E, F · methodology: https://www.anchorterminal.com/benchmark/\n\n- Capabilities in this category: observability.errors, observability.metrics, observability.logs, observability.traces, observability.incidents, work.oncall\n- https://letme.dev/observability.errors picks the top-graded tool in this list and says how to call it direct; calling through letme comes later (https://www.anchorterminal.com/letme/index.md)\n\n## Ranking\n\n| # | Tool | Vendor | Kind | Category | Grade | Score | Confidence | x402 | Auth | Where | Reviews | Page |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| 99 | Sentry MCP | Sentry | MCP server | Observability | BB | 70.4 | medium | no | OAuth | hosted + local | 3.5/5 (2) | https://www.anchorterminal.com/tools/sentry-mcp.md |\n| 300 | Datadog MCP Server | Datadog | MCP server | Observability | C | 56.7 | medium | no | OAuth or key | hosted + local | 2.5/5 (2) | https://www.anchorterminal.com/tools/datadog-mcp.md |\n| 375 | PagerDuty MCP Server | PagerDuty | MCP server | Observability | D | 48.5 | medium | no | OAuth or key | hosted | 1.5/5 (2) | https://www.anchorterminal.com/tools/pagerduty-mcp.md |\n\nScores are from public evidence against the published checklist (https://www.anchorterminal.com/benchmark/), with Performance and Task success pending. p95 latency and context cost come from our probes, which haven't run yet.\n\n## Summaries\n\n### 99. Sentry MCP, BB (70.4)\n\nSentry's MCP for searching errors and traces, triaging issues, reading docs and managing projects, with agent-embedded natural-language search tools. OAuth with skills chosen at consent, Inspect and Seer (read-only) by default. No MCP component on status.sentry.io and no SLA.\n\n- Page: https://www.anchorterminal.com/tools/sentry-mcp · Markdown: https://www.anchorterminal.com/tools/sentry-mcp.md · JSON: https://www.anchorterminal.com/api/v1/tools/sentry-mcp.json\n- Capabilities: observability.errors · endpoint: `https://mcp.sentry.dev/mcp`\n\n### 300. Datadog MCP Server, C (56.7)\n\nDatadog's hosted MCP server for querying monitors, logs, metrics, traces, dashboards, incidents and more, with 30-plus toolsets, a sandboxed code-execution toolset, OAuth 2.0 or key auth, and per-call permission checks on writes. OAuth read-only grants, `mcp_read` and `mcp_write` permissions and an organisation-level block on MCP writes. Tools and parameters are removed the day they're announced, with no notice period.\n\n- Page: https://www.anchorterminal.com/tools/datadog-mcp · Markdown: https://www.anchorterminal.com/tools/datadog-mcp.md · JSON: https://www.anchorterminal.com/api/v1/tools/datadog-mcp.json\n- Capabilities: observability.metrics, observability.logs, observability.traces, observability.incidents · endpoint: `https://mcp.datadoghq.com/v1/mcp`\n\n### 375. PagerDuty MCP Server, D (48.5)\n\nPagerDuty's hosted MCP server at mcp.pagerduty.com (EU at mcp.eu.pagerduty.com) for incidents, services, schedules, on-call, escalation policies, alerts and analytics, with OAuth or API-key auth. Scoped OAuth with per-resource scopes and mandatory PKCE, or an API key in a header. No read-only mode on the hosted server, where the local one was read-only by default.\n\n- Page: https://www.anchorterminal.com/tools/pagerduty-mcp · Markdown: https://www.anchorterminal.com/tools/pagerduty-mcp.md · JSON: https://www.anchorterminal.com/api/v1/tools/pagerduty-mcp.json\n- Capabilities: observability.incidents, work.oncall · endpoint: `https://mcp.pagerduty.com/mcp`\n\n## Indexed, not reviewed (59)\n\nSorted into this category from public catalogues, with facts and our own checks but no score, grade or rank (https://www.anchorterminal.com/indexed/index.md).\n\n| Listing | Kind | What it does | Why it's here |\n| --- | --- | --- | --- |\n| [Agent Domains](https://www.anchorterminal.com/tools/clize-domains.md) | MCP server | Domains your AI agent can buy, point and monitor, with four-layer health checks and alerts. | vendor's own |\n| [arc-security](https://www.anchorterminal.com/tools/arcself-arc-security.md) | MCP server | Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ findings. | vendor's own |\n| [ASMHunter](https://www.anchorterminal.com/tools/asmhunter-mcp.md) | MCP server | Drive ASMHunter attack-surface monitoring from an AI agent: recon, scans, findings, reports. | vendor's own |\n| [bellwether-mcp](https://www.anchorterminal.com/tools/bellwethermetrics-bellwether-mcp.md) | MCP server | Live prediction market data from Polymarket and Kalshi with VWAP pricing and reportability. | vendor's own |\n| [Betterlytics](https://www.anchorterminal.com/tools/betterlytics-mcp.md) | MCP server | Query your Betterlytics web analytics from AI agents: traffic, funnels, journeys, errors, uptime. | vendor's own |\n| [CatchDoms — Expired Domains API](https://www.anchorterminal.com/tools/catchdoms-expired-domains.md) | MCP server | Search 40K+ expired domains from 12 auction platforms with SEO metrics and scores. | vendor's own |\n| [churnkey](https://www.anchorterminal.com/tools/churnkey.md) | MCP server | Read and manage Churnkey cancel flows, retention metrics, and payment recovery | vendor's own |\n| [clianythingharness-mcp](https://www.anchorterminal.com/tools/clauxel-clianythingharness-mcp.md) | MCP server | A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage logs, and audit-ready | vendor's own |\n| [Context by Fulcra](https://www.anchorterminal.com/tools/fulcradynamics-context.md) | MCP server | Connect your Fulcra Context personal datastore: access your metrics, events, agent data and more | vendor's own |\n| [DebugBundle](https://www.anchorterminal.com/tools/debugbundle-mcp.md) | MCP server | DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics. | vendor's own |\n| [dns-doctor](https://www.anchorterminal.com/tools/dnsdoctor-dns-doctor.md) | MCP server | Scan, fix, verify and monitor DNS: SPF, DMARC, DKIM, propagation, health, expiry. Validated fixes. | vendor's own |\n| [Dockhold](https://www.anchorterminal.com/tools/dockhold.md) | MCP server | Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps. | vendor's own |\n| [ExecBro](https://www.anchorterminal.com/tools/execbro.md) | MCP server | Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots | vendor's own |\n| [Exit1 Uptime Monitoring](https://www.anchorterminal.com/tools/exit1-mcp.md) | MCP server | Set up uptime monitoring from your editor: create checks, configure alerts, query uptime history. | vendor's own |\n| [ezstat-mcp-server](https://www.anchorterminal.com/tools/ezstat-mcp-server.md) | MCP server | Track and query EzStat metrics from Claude, Cursor, or any MCP agent. StatHat-compatible. | vendor's own |\n| [Fettle](https://www.anchorterminal.com/tools/fettle-mcp.md) | MCP server | Uptime monitoring for developers — monitors, incidents, heartbeats and status pages | vendor's own |\n| [ffmpeg-micro.com MCP server](https://www.anchorterminal.com/tools/ffmpeg-micro-mcp-server.md) | MCP server | MCP server for the FFmpeg Micro video transcoding API — create, monitor, download transcodes. | vendor's own |\n| [Frase SEO](https://www.anchorterminal.com/tools/frase-mcp-server.md) | MCP server | SEO, GEO \u0026 AI Visibility — research, write, optimize, publish \u0026 monitor content. 121 tools. | vendor's own |\n| [GitHits](https://www.anchorterminal.com/tools/githits.md) | MCP server | Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples. | vendor's own, widely used |\n| [Google Trends MCP](https://www.anchorterminal.com/tools/trendsmcp-google-trends.md) | MCP server | Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai | vendor's own |\n| [hyperping](https://www.anchorterminal.com/tools/hyperping.md) | MCP server | Uptime, API and server monitoring with outages, reporting, on-call and status pages. | vendor's own |\n| [Klaviyo MCP](https://www.anchorterminal.com/tools/scalably-klaviyo-mcp.md) | MCP server | Klaviyo MCP: campaigns, flows, segments, metrics, reports, profiles across many accounts. 24 tools. | vendor's own |\n| [Kyma API](https://www.anchorterminal.com/tools/kymaapi-kyma.md) | MCP server | Live model catalog with prices and measured uptime, rankings, credits and spend, spend-capped chat. | vendor's own |\n| [leafwright](https://www.anchorterminal.com/tools/leafwright.md) | MCP server | Render HTML, URLs, and templates to PDF. AI drafts templates and fixes them from logs. | vendor's own |\n| [LLM Latency Tracker](https://www.anchorterminal.com/tools/llmlatency-llm-latency-tracker.md) | MCP server | Measured latency, time to first token and uptime for ~45 AI inference APIs, by region. | vendor's own |\n| [MarkMesh](https://www.anchorterminal.com/tools/markmesh-trademarks.md) | MCP server | Trademark search, monitoring and conflict research across 30+ registers, with provenance. | vendor's own |\n| [NameSniper](https://www.anchorterminal.com/tools/namesniper.md) | MCP server | Monitor taken usernames and get alerted when they drop, plus handle, domain, and trademark checks. | vendor's own |\n| [Nooticr](https://www.anchorterminal.com/tools/nooticr-mcp.md) | MCP server | Social intelligence for 10 networks: read posts and trends, monitor brand mentions, then create. | vendor's own, widely used |\n| [nyxory](https://www.anchorterminal.com/tools/nyxory.md) | MCP server | Agent-to-agent cloud service: deploys and runs your apps and services — domains, logs, real status. | vendor's own |\n| [openstatus](https://www.anchorterminal.com/tools/openstatus-mcp.md) | MCP server | Manage monitors, status pages, incidents and maintenances in your openstatus workspace. | vendor's own, widely used |\n| [Orion Celestia Intel](https://www.anchorterminal.com/tools/orionlabsone-orion-agent-kit.md) | MCP server | Celestia network intelligence for AI agents: daily analysis, anomaly signals and DA metrics. | vendor's own |\n| [Release Notes Index](https://www.anchorterminal.com/tools/releases-mcp.md) | MCP server | Release notes and changelogs from across the web, indexed for agents. Also via CLI and REST API. | vendor's own |\n| [Routebase](https://www.anchorterminal.com/tools/routebase.md) | MCP server | Design, mock, test, document and monitor your APIs from one living OpenAPI spec. | vendor's own |\n| [scout-mcp-local](https://www.anchorterminal.com/tools/scoutapm-scout-mcp-local.md) | MCP server | An MCP server for Scout Monitoring data interactions. | vendor's own |\n| [seo-mcp](https://www.anchorterminal.com/tools/metricspot-seo-mcp.md) | MCP server | Six tools for SEO and AI-readability audits. 91 checks, 11 score modules. | vendor's own |\n| [servicegraph](https://www.anchorterminal.com/tools/servicegraph.md) | MCP server | Datasets for founders: directories, newsletters, and agencies, with metrics attached. | vendor's own |\n| [Servonaut](https://www.anchorterminal.com/tools/servonaut.md) | MCP server | Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec. | vendor's own |\n| [SigRank — AI Operator Benchmarking](https://www.anchorterminal.com/tools/signalaf-sigrank.md) | MCP server | SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics. | vendor's own |\n| [Steep](https://www.anchorterminal.com/tools/steep-mcp.md) | MCP server | Query metrics, targets, entities, and team data in your Steep workspace via MCP. | vendor's own |\n| [Superlog](https://www.anchorterminal.com/tools/superlog.md) | MCP server | Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents. | vendor's own, widely used |\n| [Synapse RMCP](https://www.anchorterminal.com/tools/dinglebear-synapse.md) | MCP server | Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI. | vendor's own |\n| [Synapse RMCP](https://www.anchorterminal.com/tools/dinglebear-synapse-rmcp.md) | MCP server | Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe file operations. | vendor's own |\n| [Tengence GEO Agent](https://www.anchorterminal.com/tools/tengence-geo.md) | MCP server | GEO/SEO content pipeline MCP: plan, write, gate-check, publish, submit, monitor AI visibility. | vendor's own |\n| [The Deployer](https://www.anchorterminal.com/tools/thedploy-deployer.md) | MCP server | Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys. | vendor's own |\n| [TLS Radar](https://www.anchorterminal.com/tools/tlsradar.md) | MCP server | SSL/TLS scanning, free Let's Encrypt issuance, and certificate-expiry monitoring. | vendor's own |\n| [twitr.sh](https://www.anchorterminal.com/tools/twitr.md) | MCP server | X/Twitter reads, search, monitors and posting. Pay-per-call in USDC — no signup, no API keys. | vendor's own |\n| [Uptimepage](https://www.anchorterminal.com/tools/uptimepage.md) | MCP server | Monitor uptime and incidents, run checks, and publish status updates from your Uptimepage org. | vendor's own |\n| [UptimeRobot](https://www.anchorterminal.com/tools/uptimerobot.md) | MCP server | Monitor websites, APIs, and servers: create monitors, triage incidents, and query uptime stats. | vendor's own |\n| [UptyBots](https://www.anchorterminal.com/tools/uptybots-monitoring.md) | MCP server | Uptime monitoring: create and manage HTTP, API, SSL, ping, port and domain checks | vendor's own |\n| [User Intuition](https://www.anchorterminal.com/tools/userintuition-research.md) | MCP server | Run customer research studies, recruit participants, monitor interviews, and review reports. | vendor's own, widely used |\n| [validoria-mcp](https://www.anchorterminal.com/tools/validoria-mcp.md) | MCP server | Continuous website testing by Validoria — monitor security, SEO, performance, and accessibility. | vendor's own |\n| [Verify SCITT receipts from Forestrie transparency logs, offline](https://www.anchorterminal.com/tools/forestrie-verify.md) | MCP server | Verify a SCITT receipt under a trust root you hold — offline, no backend, no key, no network | vendor's own |\n| [Verlon AI MCP](https://www.anchorterminal.com/tools/verlon-mcp.md) | MCP server | Inspect and manage Verlon AI gates, logs, recommendations, and experiments from any MCP client. | vendor's own |\n| [Voris](https://www.anchorterminal.com/tools/voris-server.md) | MCP server | Voris privacy-native web analytics for AI agents: query metrics \u0026 citations, scaffold tracking. | vendor's own |\n| [windsock](https://www.anchorterminal.com/tools/windsock.md) | MCP server | Aircraft valuations, registry lookup, cost of ownership, market metrics, reports and logbooks. | vendor's own |\n| [World Monitor](https://www.anchorterminal.com/tools/worldmonitor-mcp.md) | MCP server | Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 86 tools. | vendor's own, widely used |\n| [x402 Bazaar Listing Monitor](https://www.anchorterminal.com/tools/acjlabs-x402-listing-monitor.md) | MCP server | Checks x402 Bazaar resource listings against the public discovery catalog and flags drops. | vendor's own |\n| [x402-list-mcp](https://www.anchorterminal.com/tools/x402-list-mcp.md) | MCP server | Find and vet x402 payment APIs before your agent pays one: uptime, price, on-chain volume. | vendor's own |\n| [YouTube Trends MCP](https://www.anchorterminal.com/tools/trendsmcp-youtube.md) | MCP server | YouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.ai | vendor's own |\n\n",
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