{ "data": { "a": { "slug": "axiom", "name": "Axiom MCP Server", "vendor": "Axiom, Inc.", "vendorUrl": "https://axiom.co", "kind": "mcp", "category": "observability", "summary": "Axiom's hosted MCP server at mcp.axiom.co lets AI agents query logs, traces, events and metrics in an Axiom organisation with APL, read and manage dashboards, monitors and notifiers, and inspect the service map, over OAuth or a token header.", "url": "https://www.anchorterminal.com/tools/axiom", "markdownUrl": "https://www.anchorterminal.com/tools/axiom.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/axiom.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/axiom.json", "dns": "axiom.grade.anchorterminal.com", "transports": [ "streamable-http", "sse" ], "remoteUrl": "https://mcp.axiom.co/mcp", "packages": [], "auth": "oauth", "authNotes": "Browser OAuth (recommended) creates a session the agent uses as the signed-in user; sessions are listed and revoked under Settings \u003e Profile. Agents without a browser send `Authorization: Bearer` with a personal access token and `x-axiom-org-id`, or put the organisation id in the URL as `?org-id=`. A PAT has full account rights; scoped API tokens with dataset and action permissions, expiry and dollar query-cost limits exist for the REST API and Skills. EU organisations use mcp.eu.axiom.co.", "pricing": "freemium", "pricingNotes": "Personal plan $0 with no card, with 500 GB a month of data loading compute, 10 GB-hours of query compute, 25 GB storage, 30-day retention. Axiom Cloud $25 a month platform fee plus usage, with an Always Free allowance of 1 TB loading, 100 GB-hours query and 100 GB storage, volume discounts and add-ons (RBAC $50, extended audit logs $50, SAML SSO $100, directory sync $100 a month). An agent can provision a temporary organisation with no account (https://axiom.co/pricing).", "priceSummary": "$25 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the MCP docs, API docs, pricing or terms (checked 2026-11-03). Usage is billed to the organisation; unclaimed agent-created organisations have fixed free limits for 24 hours.", "endpoints": [] }, "toolCount": 31, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-03" }, "docsUrl": "https://axiom.co/docs/console/intelligence/mcp-server", "llmsTxt": "https://axiom.co/llms.txt", "registryName": "co.axiom/mcp", "capabilities": [ "observability.logs", "observability.traces", "observability.metrics", "observability.incidents", "observability.errors" ], "tags": [ "hosted", "freemium", "free-tier", "no-card", "mcp", "remote-mcp", "mcp-registry", "oauth", "llms-txt", "status-page", "sla", "security-txt", "bug-bounty", "soc2", "iso27001", "eu-region", "usage-priced", "closed-source" ], "lastRelease": "2026-10-29", "graded": true, "anchor": { "graded": true, "score": 68.2, "grade": "B", "agentReady": false, "rank": 269, "ranked": true, "rankOf": 1349, "categoryRank": 3, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 63, "maintenance": 83, "payments": 60, "reliability": 72, "schema": 62, "security": 72, "transparency": 70 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-03" }, "negative": 0, "verdict": "An agent can start without a person, provisioning a temporary organisation with one unauthenticated call, and then query with OAuth sessions capped by dollar cost limits under a 99.9 per cent SLA. Tool schemas aren't public, the server is closed source, and the docs call it read-only while listing delete tools.", "bestFor": "Agents that investigate logs, traces and metrics with APL and need a budget cap, and agents that must bootstrap their own observability without a person.", "strengths": [ "`POST /v2/orgs/provision` needs no account and returns a working token; a person claims the organisation later or it expires in 24 hours", "Query cost limits in dollars per hour and per day on tokens and roles bound what an agent can spend, with 429 past the cap", "OAuth sessions keep tokens away from the agent and are revocable per session; ISO 27001, SOC 2 Type II, a security.txt and a bug bounty policy", "99.9 per cent monthly uptime SLA with service credits, published rate-limit headers and a status page with per-component uptime", "Dated changelog with MCP entries, llms.txt, Markdown twins of every docs page and setup for 16 clients" ], "weaknesses": [ "The server is closed source and tool input schemas are only visible through an authenticated session", "The AI agents overview calls the MCP server read-only while the tools reference lists delete tools for dashboards, monitors and notifiers", "A header-based connection uses a personal access token with full account rights, since scoped API tokens aren't accepted by the MCP server per the docs", "Nine status incidents between 12 August and 30 October 2026, mostly elevated query errors, one of 70 minutes in the US", "Logs and traces come back as untrusted text with no prompt-injection guidance, and the sub-processor list renders through a script our reader couldn't run" ], "agentNotes": [ "With no organisation, call `POST https://api.axiom.co/v2/orgs/provision` once, store the returned token and surface the `claimUrl` to the person; both are shown once and the organisation is deleted after 24 hours unclaimed", "Call `listDatasets` and `getDatasetFields` before `queryDataset`; metrics datasets take `queryMetrics` with MPL, not APL", "Treat a 429 as a rate limit or a query-cost cap; read `X-RateLimit-Reset` or the limit message for when the window resets, and don't resend sooner", "Prefer OAuth; if a token header is the only option, expect the PAT to carry the person's full rights and ask them to set a query cost limit on their role first", "`deleteDashboard`, `deleteMonitor` and `deleteNotifier` are live writes with no confirmation step; list first and confirm with the person before deleting" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 68.2 } ], "editorialScores": { "ergonomics": 63, "maintenance": 83, "payments": 60, "reliability": 72, "schema": 62, "security": 72, "transparency": 57 }, "provenanceScore": 83, "checked": { "categories": { "ergonomics": "2026-11-03", "maintenance": "2026-11-03", "payments": "2026-11-03", "reliability": "2026-11-03", "schema": "2026-11-03", "security": "2026-11-03", "transparency": "2026-11-03" }, "last": "2026-11-03", "oldest": "2026-11-03", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npx -y add-mcp https://mcp.axiom.co/mcp -g", "http": "curl -X POST https://api.axiom.co/v2/orgs/provision -H 'Content-Type: application/json' -d '{\"name\":\"agent-sandbox\"}'", "claudeCode": "claude mcp add --transport http --scope user axiom https://mcp.axiom.co/mcp", "config": { "mcpServers": { "axiom": { "url": "https://mcp.axiom.co/mcp" } } } }, "letme": { "capability": "https://letme.dev/observability.logs", "tool": "https://letme.dev/axiom" }, "area": "developer", "unitPrices": [ { "item": "Axiom Cloud platform fee", "unit": "month", "usd": 25, "note": "Plus usage beyond the Always Free allowance of 1 TB loading, 100 GB-hours query and 100 GB storage a month" }, { "item": "Role-based access control add-on", "unit": "month", "usd": 50, "note": "Extended audit logs $50, SAML SSO $100, directory sync $100" } ], "provenance": { "legalEntity": "Axiom, Inc.", "domain": "axiom.co", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://axiom.co/docs/legal/terms-of-service", "privacy": "https://axiom.co/docs/legal/privacy", "statusPage": "https://status.axiom.co", "changelog": "https://axiom.co/changelog", "securityTxt": "valid", "checked": "2026-11-03", "notes": [ "The terms of service name Axiom, Inc. under California law and carry no last-updated date in the text; the privacy policy and DPA name Axiom Inc. and privacy@axiom.co. No clause on automated reading of the website was found.", "axiom.co/robots.txt allows all crawlers, naming ClaudeBot, Claude-User and others as allowed, and disallows only /api/. trust.axiom.co renders through a script (Vanta) and its sub-processor list was not readable.", "axiom.co/.well-known/security.txt redirects to app.axiom.co, where it names security@axiom.co, a policy at axiom.co/security and an expiry of 1 April 2027.", "status.axiom.co is an incident.io page with six US and six EU components and per-component uptime for August to November 2026; feed.rss holds nine incidents back to 12 August 2026.", "RDAP for axiom.co couldn't be read (the .co registry's RDAP answered 502 and rdap.org returned nothing), so the registration date is blank. firstReleased is 5 December 2024, the v0.0.1 tag of the earlier open-source mcp-server-axiom; the hosted server's own first date isn't on a first-hand page, and its registry entry is from 30 September 2025." ], "score": 83 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/axiom.json", "live": { "slug": "axiom", "probe": { "target": "https://mcp.axiom.co/mcp", "method": "mcp-initialize", "lastAt": "2026-11-04T21:39:14.263725519Z", "lastOk": true, "lastStatus": 401, "lastMs": 72, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 91, "p95ms24h": 177, "samples24h": 64, "samples30d": 64, "days": [ { "date": "2026-11-04", "probes": 64, "ok": 64 } ] }, "vendorStatus": { "page": "https://status.axiom.co", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-11-04T21:37:46.118662306Z" }, "versions": [ { "registry": "mcp-registry", "name": "co.axiom/mcp", "version": "1.0.0", "seenAt": "2026-11-04T17:11:44.552009456Z" } ], "securityTxt": { "url": "https://axiom.co/.well-known/security.txt", "state": "valid", "expires": "2027-04-01T00:01:00Z", "checkedAt": "2026-11-04T15:54:16.073085585Z" }, "updatedAt": "2026-11-04T21:39:14.263725519Z" } }, "answer": "incident.io API and Axiom MCP Server score within a point of each other on agent readiness, 68.9 (B) and 68.2 (B). Axiom MCP Server leads on security \u0026 auth and payments \u0026 pricing.", "b": { "slug": "incident-io", "name": "incident.io API", "vendor": "Pineapple Technology Ltd. (incident.io)", "vendorUrl": "https://incident.io", "kind": "http-api", "category": "observability", "summary": "incident.io is an incident response, on-call, alerting and status page service. Agents reach it through a REST API at api.incident.io with an OpenAPI description and seven SDKs, a hosted MCP server and the `inc` CLI.", "url": "https://www.anchorterminal.com/tools/incident-io", "markdownUrl": "https://www.anchorterminal.com/tools/incident-io.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/incident-io.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/incident-io.json", "dns": "incident-io.grade.anchorterminal.com", "repo": "https://github.com/incident-io/sdk-ts", "license": "Proprietary service under incident.io's Terms and Conditions. The SDKs, the `inc` CLI and the skills plugin on GitHub are MIT", "transports": [ "http" ], "remoteUrl": "https://mcp.incident.io/mcp", "packages": [ { "registry": "npm", "name": "@incident-io/sdk" }, { "registry": "pypi", "name": "incident-io" } ], "auth": "mixed", "authNotes": "The REST API takes an API key as a Bearer token. An admin creates an organisation key in Settings and picks its permissions, 13 of which can be limited to named teams. A user key has its owner's current role. Keys are shown once and do not expire. The MCP server takes the same keys, or OAuth with PKCE for a person, which an admin must enable and which lasts 28 days. Access is self-serve on a paid plan, with no app review.", "pricing": "paid", "pricingNotes": "API, webhooks and MCP are not included in the free Basic plan. Team is $19 per user a month for incident response ($15 with the annual discount) plus $10 for on-call. Pro is $25 plus $20 for on-call, billed yearly through sales. Enterprise is quoted. API calls are not metered. The terms define a 14-day trial, which the docs say sales sets up for Pro and Enterprise. No sandbox below Enterprise (checked 2026-10-09).", "priceSummary": "$19 / seat-mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the API reference, the OpenAPI description or the pricing page (checked 2026-10-09).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 1318, "pypiWeekly": null, "asOf": "2026-10-09" }, "docsUrl": "https://docs.incident.io/api-reference/introduction", "llmsTxt": "https://docs.incident.io/llms.txt", "openapi": "https://api.incident.io/v1/openapiV3.json", "capabilities": [ "observability.incidents", "work.oncall" ], "tags": [ "hosted", "rest", "openapi", "llms-txt", "mcp", "api-key", "oauth", "incidents", "on-call", "status-pages", "cli", "typescript", "python", "go", "status-page", "sla", "soc2" ], "lastRelease": "2026-10-31", "graded": true, "anchor": { "graded": true, "score": 68.9, "grade": "B", "agentReady": false, "rank": 242, "ranked": true, "rankOf": 1349, "categoryRank": 2, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 75, "maintenance": 83, "payments": 10, "reliability": 90, "schema": 88, "security": 64, "transparency": 77 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "high", "date": "2026-11-01" }, "negative": -2, "negativeNotes": [ "2026-04-09, 2026-06-26 and 2026-09-30: the API changelog records the request property `time_to_ack_seconds` removed from `POST /v2/escalation_paths`, the request property `version` removed from `POST /v2/alert_routes`, and the response property `layer_id` removed from `GET /v2/schedules`, each with no earlier deprecation entry in a changelog that starts on 5 January 2026. The docs say existing endpoints get no breaking changes. Whether customers were told another way was not established, so the deduction is 2 (https://docs.incident.io/api-reference/changelog)." ], "verdict": "The REST API has a public OpenAPI description with 284 operations, numeric rate limits, `Retry-After` on 429 and required idempotency keys on seven create calls. API and MCP access need the Team plan or higher, so the free Basic plan cannot be used by an agent, and audit logs are Enterprise only.", "bestFor": "Agents that declare and update incidents, page people, read on-call schedules and post status page incidents in an organisation that already pays for incident.io.", "strengths": [ "OpenAPI 3.0.3 description with 284 operations, per-resource description files, llms.txt and Markdown twins of every docs page", "API keys carry chosen permissions, 13 of the 36 scopable to named teams, and user keys take the owner's role", "Default limit of 1,200 requests a minute per key, `X-RateLimit-*` headers on every response and `Retry-After` on 429", "`idempotency_key` is required on seven create calls, among them incidents, escalations and status page incidents", "API changelog generated from the description file, with 53 dated entries between 3 August and 30 October 2026" ], "weaknesses": [ "The pricing page marks API, webhooks and MCP as not included in the free Basic plan. Team starts at $19 per user a month", "Audit logs are Enterprise only and reach the customer by CSV export or log stream, with no API to read them", "Alert event and heartbeat endpoints accept the alert source token in a `token` query parameter", "The changelog records three removals from live endpoints in 2026 with no earlier deprecation entry", "The security FAQ says no data leaves Europe, while the sub-processor list of 27 July 2026 names 17 processors in the United States" ], "agentNotes": [ "Send `Authorization: Bearer \u003ckey\u003e` to https://api.incident.io and call `GET /v1/identity` first to read the key's roles", "Send a fresh `idempotency_key` with every create call for incidents, incident updates, timeline items, escalations and status page incidents. A repeated key returns the first result", "Page with `page_size` and `after` until no cursor comes back. Do not stop at a short or empty page", "Keep `GET /v2/incidents` under 60 requests a minute and wait the seconds in `Retry-After` on 429", "Incident creation is limited to 10 an hour per key when a Slack or Teams channel is created, 300 an hour otherwise" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 3.5, "history": [ { "basis": "public evidence", "confidence": "high", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 68.9 } ], "editorialScores": { "ergonomics": 75, "maintenance": 83, "payments": 10, "reliability": 90, "schema": 88, "security": 64, "transparency": 72 }, "provenanceScore": 81, "checked": { "categories": { "ergonomics": "2026-11-01", "maintenance": "2026-11-01", "payments": "2026-11-01", "reliability": "2026-11-01", "schema": "2026-11-01", "security": "2026-11-01", "transparency": "2026-11-01" }, "last": "2026-11-01", "lastMoved": "2026-10-27", "oldest": "2026-11-01", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npm install @incident-io/sdk", "http": "curl --request GET https://api.incident.io/v1/identity --header 'Authorization: Bearer \u003cYOUR_API_KEY\u003e'", "claudeCode": "claude mcp add incident-io --transport http https://mcp.incident.io/mcp" }, "letme": { "capability": "https://letme.dev/observability.incidents", "tool": "https://letme.dev/incident-io" }, "area": "developer", "unitPrices": [ { "item": "Team plan, incident response", "unit": "seat-month", "usd": 19, "note": "$15 with the annual discount. On-call adds $10" }, { "item": "Pro plan, incident response", "unit": "seat-month", "usd": 25, "note": "billed yearly through sales. On-call adds $20" }, { "item": "On-call only", "unit": "seat-month", "usd": 20, "note": "sold through sales" } ], "provenance": { "legalEntity": "Pineapple Technology Ltd.", "domain": "incident.io", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://incident.io/legal/terms", "privacy": "https://incident.io/legal/privacy", "statusPage": "https://status.incident.io", "changelog": "https://docs.incident.io/api-reference/changelog", "securityTxt": "valid", "checked": "2026-10-09", "notes": [ "The site footer and the legal pages carry the copyright of Pineapple Technology Ltd. The terms are governed by the laws of England and Wales. No company number was found on the pages read.", "The Terms and Conditions are effective 1 August 2026 and are served at incident.io/legal and incident.io/legal/terms. Orders before that date fall under legacy terms.", "The API answers at api.incident.io and the MCP server at mcp.incident.io.", "incident.io/.well-known/security.txt names security@incident.io and the vulnerability disclosure policy, and expires on 15 July 2027.", "rdap.org answered 404 for incident.io, so the registration date is not recorded." ], "score": 81 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/incident-io.json", "live": { "slug": "incident-io", "probe": { "target": "https://mcp.incident.io/mcp", "method": "get", "lastAt": "2026-11-04T21:39:28.867076581Z", "lastOk": true, "lastStatus": 401, "lastMs": 34, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 99.98, "p50ms24h": 41, "p95ms24h": 102, "samples24h": 247, "samples30d": 6569, "days": [ { "date": "2026-10-09", "probes": 85, "ok": 85 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 247 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 252 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 255 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 253, "ok": 253 }, { "date": "2026-10-22", "probes": 253, "ok": 253 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 252 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 251, "ok": 251 }, { "date": "2026-10-29", "probes": 248, "ok": 248 }, { "date": "2026-10-30", "probes": 249, "ok": 249 }, { "date": "2026-10-31", "probes": 251, "ok": 251 }, { "date": "2026-11-01", "probes": 249, "ok": 249 }, { "date": "2026-11-02", "probes": 250, "ok": 250 }, { "date": "2026-11-03", "probes": 248, "ok": 248 }, { "date": "2026-11-04", "probes": 223, "ok": 223 } ] }, "vendorStatus": { "page": "https://status.incident.io", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-11-04T21:38:20.367917414Z" }, "versions": [ { "registry": "github", "name": "incident-io/sdk-ts", "version": "v2.44.0", "released": "2026-11-03", "seenAt": "2026-11-04T20:25:47.638456935Z" }, { "registry": "npm", "name": "@incident-io/sdk", "version": "2.44.0", "seenAt": "2026-11-04T20:25:46.512759662Z" }, { "registry": "pypi", "name": "incident-io", "version": "2.42.0", "released": "2026-11-03", "seenAt": "2026-11-04T20:25:47.406223117Z" } ], "githubStars": 30, "npmWeekly": 2483, "pypiWeekly": 1551, "securityTxt": { "url": "https://incident.io/.well-known/security.txt", "state": "valid", "expires": "2027-07-15T12:00:00Z", "checkedAt": "2026-11-04T15:52:35.552097196Z" }, "llmsTxt": { "url": "https://docs.incident.io/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-04T15:23:14.076302576Z" }, "domain": { "domain": "incident.io", "checkedAt": "2026-11-01T14:07:48.376564034Z" }, "pages": [ { "url": "https://docs.incident.io/api-reference/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-11-04T08:21:19.199489093Z", "changedAt": "2026-11-04T08:21:19.199489093Z", "fingerprint": "4692ccdbd479" }, { "url": "https://incident.io/legal/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-11-04T08:25:28.312861672Z", "changedAt": "2026-11-03T07:51:42.100888416Z", "fingerprint": "757e9a065481" }, { "url": "https://incident.io/legal/terms", "kind": "terms", "status": 200, "checkedAt": "2026-11-04T08:25:30.600950726Z", "changedAt": "2026-11-03T07:51:44.324802404Z", "fingerprint": "674cd6dffe94" } ], "github": { "repo": "incident-io/sdk-ts", "checkedAt": "2026-11-02T08:56:00.298728069Z", "stars": 30, "archived": false, "issuesEnabled": true, "pushedAt": "2026-11-01T23:36:41Z", "openIssues": 0, "openPRs": 1, "issuesOpened90d": 1, "issuesClosed90d": 1, "prsMerged90d": 2, "ci": { "branch": "master", "runs": 6, "success": 6, "failure": 0, "other": 0, "latest": "success", "latestAt": "2026-09-30T17:23:19Z" }, "replies": { "sampled": 1, "unanswered": 0, "medianDays": 0.2 } }, "updatedAt": "2026-11-04T21:39:28.867076581Z" } }, "edges": [ { "by": 50, "category": "payments", "leads": "axiom", "name": "Payments \u0026 pricing", "reasons": { "a": "No x402, MPP or L402 (0). The pricing page states the platform fee, the free allowances, add-on prices and that usage carries volume discounts, with a calculator rather than a printed per-unit rate (20). The Personal plan is free with no card (20). `POST /v2/orgs/provision` needs no authentication and returns a working token, so an agent can start without a person, though a person must claim the organisation within 24 hours for it to persist (20). 0 + 20 + 20 + 20 = 60.", "b": "No x402, MPP or L402 (0). Plan prices per seat are public, Team at $19 and Pro at $25 a user a month, with no per-call price (10). The Basic plan is free, but the pricing page marks API, webhooks and MCP as not included, and the docs route trials through sales (0). A person signs up, pays and creates a key in the dashboard (0)." }, "scores": { "a": 60, "b": 10 } }, { "by": 26, "category": "schema", "leads": "incident-io", "name": "Schema \u0026 documentation", "reasons": { "a": "The server is closed source (axiomhq/mcp isn't public) and tools/list needs a session, so the input schemas couldn't be read; partial credit for a contract that exists (10). llms.txt on axiom.co and a Markdown twin of every docs page (10). The tools reference gives each tool a purpose, an example request and a Read or Write label, says to use `queryMetrics` for metrics datasets instead of `queryDataset`, and the 29 October 2026 changelog adds session instructions on finding dataset and field names first (15). No parameters, types or enums are published for the tools (4). An example per tool, the REST docs' error shapes and the 429 bodies; no MCP error list (8). A dated changelog with MCP entries and a protocol version stated (2026-07-28 alongside the session transport), and a registry version (15). 10 + 10 + 15 + 4 + 8 + 15 = 62.", "b": "OpenAPI 3.0.3 description, public at api.incident.io/v1/openapiV3.json per the docs and read from docs.incident.io/openapi/latest.json, 284 operations and 777 schemas (25). llms.txt and a Markdown twin of every docs page (10). Every operation has a description, but the median is 65 characters and few say when not to use a call. List incidents is the exception, with worked filter examples (12). 262 enums, required fields marked and two free-form objects in the whole file (13). 4,014 example values and thirteen error statuses on every operation, though the shared error example pairs an unrelated code and message (13). Versions sit in the path per resource and the changelog is generated from the description file (15)." }, "scores": { "a": 62, "b": 88 } }, { "by": 18, "category": "reliability", "leads": "incident-io", "name": "Reliability", "reasons": { "a": "Scored as a hosted MCP server. status.axiom.co is an incident.io page with six US and six EU components (API, ingest, querying, alerting, endpoints, app) and uptime per component for August to November 2026, with no MCP component (20). feed.rss holds nine incidents in the 90 days to 3 November 2026, among them elevated query errors in the US from 18:05 to 19:15 UTC on 14 October with missed monitor runs, a metrics ingestion and query disruption on 15 October, elevated query errors after a deployment on 21 October, metrics query error rates on 25 October, query errors and monitor delays on 27 October, metrics ingest on 30 October, EU monitor alerting degraded on 7 October, and console authentication through GitHub degraded on 12 August. US querying shows 99.90 per cent uptime. One incident over an hour on the query path and several shorter ones, so one major (10). Rate limits are published as headers (X-RateLimit-Scope, -Limit, -Remaining, -Reset) and plan limits on the limits page, but the per-minute numbers aren't printed (12). 429 with a message and reset headers, query cost caps that answer 429 with the reset time, and provisioning 429 with backoff guidance; no idempotency keys for the write tools (10). A published SLA of 99.9 per cent monthly uptime for Axiom Cloud with 10 and 25 per cent credits (10). Not marked beta; registry version 1.0.0 (10). 20 + 10 + 12 + 10 + 10 + 10 = 72.", "b": "Scored as a hosted API. status.incident.io lists components with history, API and MCP among them (20). The feed, re-read on 1 November 2026, has four incidents in the 90 days from 3 August, each on one component. Opsgenie webhook delays on 3 August, alert listing in the public API and dashboard on 18 August until a rollback (no duration given), Microsoft Teams latency from 13:00 to 15:08 UTC on 20 August and Slack Enterprise Grid login errors for a subset of customers on 2 October. All partial, nothing since 2 October (20). Limits are published with numbers, 1,200 requests a minute per key and lower figures for eight endpoints (15). 429 carries `Retry-After`, the body recommends exponential backoff, and seven create calls require an `idempotency_key` (15). The SLA commits to 99.9 per cent a month on Pro and Enterprise (10). The API carries no beta label (10)." }, "scores": { "a": 72, "b": 90 } }, { "by": 12, "category": "ergonomics", "leads": "incident-io", "name": "Agent ergonomics", "reasons": { "a": "31 tools in the reference, 28 without service map, so the 11-to-30 band with no toolset switch (15). APL queries take their own limits and time ranges, and the REST API documents timestamp pagination; nothing documents page sizes for the list tools (15). 429 bodies state the limit and reset, the REST docs describe error shapes, and a `sendFeedback` tool reports unclear descriptions to Axiom (12). Reads and writes are labelled in the docs, but delete tools have no confirmation step, no idempotency keys exist for writes, and annotations weren't confirmed (8). One-command setup for 16 clients with OAuth, a setup prompt for agents, and official SDKs in eight languages for the API behind it (13). 15 + 15 + 12 + 8 + 13 = 63.", "b": "Scored for the REST API. `page_size` sets response size, but no field selection was found and incident objects are large. The description file is 5.4 MB, with per-resource files as the smaller route (12). Cursor pagination on 41 list operations and operator filters such as `status_category[one_of]` (18). Errors carry a code, a message, the field at fault and a `request_id` (18). `idempotency_key` is required on seven create calls, and updates by PUT have no key (14). Seven official SDKs and a CLI with JSON output, with `idempotency_key` and `visibility` required to create an incident (13)." }, "scores": { "a": 63, "b": 75 } }, { "by": 8, "category": "security", "leads": "axiom", "name": "Security \u0026 auth", "reasons": { "a": "Browser OAuth creates a session the agent uses as the signed-in user, listed and revocable under Settings \u003e Profile, and the docs say agents never see tokens; the header route uses a personal access token with full account rights, and the organisation id, not a secret, may go in the URL (26). Query cost limits on roles cap what an OAuth session can spend, scoped API tokens with expiry exist for the REST API, but the MCP server runs with the user's whole role and lists delete tools with no confirmation, and the AI agents page's read-only description contradicts the tools reference (12). Log, trace and event content is untrusted text and no injection guidance was found (2). An audit log on every organisation for 30 days, full history as an add-on, and session listing (12). ISO 27001, SOC 2 Type II, a security.txt on app.axiom.co, a bug bounty policy at axiom.co/security and annual penetration tests (20). 26 + 12 + 2 + 12 + 20 = 72.", "b": "Organisation keys carry chosen permissions, 13 of 36 scopable to teams, can be rotated and are shown once. User keys take the owner's role and die with the account. 30 for that, less the checklist's 10 because alert event and heartbeat endpoints accept the alert source token in a `token` query parameter. The API key itself travels only in the header (20). A `viewer` permission gives read-only keys and the MCP status page tool only drafts, but no confirmation step guards destructive API calls (15). Alert payloads and incident text are untrusted content. The docs cover redaction of sensitive data, and no injection guidance for API consumers was found (4). Audit logs are Enterprise only, kept one year, exported or streamed, and API actions are attributed to the key (10). security.txt valid to July 2027, a disclosure policy with a five-working-day reply, SOC 2 Type I and II claimed, yearly penetration tests, no paid bounty (15)." }, "scores": { "a": 72, "b": 64 } }, { "by": 7, "category": "transparency", "leads": "incident-io", "name": "Transparency \u0026 trust", "reasons": { "a": "Closed service with clear terms naming Axiom, Inc. (15). A privacy policy with retention by data category, a DPA that names the sub-processor page and US or EU processing, and per-plan retention on the pricing page; the sub-processor list itself renders through a script and the terms carry no date (20). The changelog has a deprecation category and the docs mark the legacy query endpoint, but no notice period is written down (10). US and EU edge deployments are documented and the DPA says data may be processed in either, with the sub-processor list unread (12). 15 + 20 + 10 + 12 = 57.", "b": "Closed service under published Terms and Conditions effective 1 August 2026, with the SDKs, CLI and skills plugin under MIT (17). Privacy policy, DPA, sub-processor list and an AI data handling page are public. The terms limit training on customer content to the customer's own benefit. The security FAQ's statement that no data leaves Europe disagrees with a sub-processor list naming 17 processors in the United States, and retention is stated in general terms (20). Deprecated endpoints carry a removal date in their descriptions and the docs give integrators three months, but the changelog shows removals with no earlier entry (17). 20 sub-processors with locations and purposes, hosting regions named, 15 days' notice of changes in the DPA (18)." }, "scores": { "a": 70, "b": 77 } } ], "facts": [ { "a": "MCP server", "b": "HTTP API", "name": "Kind" }, { "a": "Axiom, Inc.", "b": "Pineapple Technology Ltd. (incident.io)", "name": "Vendor" }, { "a": "https://mcp.axiom.co/mcp", "b": "https://mcp.incident.io/mcp", "name": "Hosted endpoint" }, { "a": "Streamable HTTP, SSE (legacy)", "b": "HTTP", "name": "Transports" }, { "a": "OAuth", "b": "OAuth or key", "name": "Auth" }, { "a": "Freemium", "b": "Paid", "name": "Pricing" }, { "a": "not published", "b": "$19 per seat per month", "name": "Price for incidents" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "none", "b": "Proprietary service under incident.io's Terms and Conditions. The SDKs, the `inc` CLI and the skills plugin on GitHub are MIT", "name": "Licence" }, { "a": "31", "b": "none", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "co.axiom/mcp", "b": "not listed", "name": "MCP registry" }, { "a": "2026-10-29", "b": "2026-10-31", "name": "Last release" }, { "a": "no date given", "b": "2026-08-01", "name": "Terms last updated" }, { "a": "no date given", "b": "2024-02-15", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "yes", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "1.3k npm/wk", "name": "Popularity" }, { "a": "none", "b": "3.5/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "incident.io API and Axiom MCP Server score within a point of each other on agent readiness, 68.9 (B) and 68.2 (B). Axiom MCP Server leads on security \u0026 auth and payments \u0026 pricing.", "question": "Which is better for AI agents, Axiom MCP Server or incident.io API?" }, { "answer": "Axiom MCP Server uses an OAuth sign-in. incident.io API takes an API key or an OAuth sign-in.", "question": "Do Axiom MCP Server and incident.io API need an API key?" }, { "answer": "Yes. Axiom MCP Server has a hosted endpoint at https://mcp.axiom.co/mcp and incident.io API at https://mcp.incident.io/mcp.", "question": "Can an agent call Axiom MCP Server and incident.io API without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Security \u0026 auth, 72 against 64", "Payments \u0026 pricing, 60 against 10" ], "also": [ "Free to start without a card" ], "goodFor": "Agents that investigate logs, traces and metrics with APL and need a budget cap, and agents that must bootstrap their own observability without a person.", "slug": "axiom", "watchFor": "The server is closed source and tool input schemas are only visible through an authenticated session" }, { "aheadOn": [ "Reliability, 90 against 72", "Schema \u0026 documentation, 88 against 62", "Agent ergonomics, 75 against 63", "Transparency \u0026 trust, 77 against 70" ], "also": null, "goodFor": "Agents that declare and update incidents, page people, read on-call schedules and post status page incidents in an organisation that already pays for incident.io.", "slug": "incident-io", "watchFor": "The pricing page marks API, webhooks and MCP as not included in the free Basic plan. Team starts at $19 per user a month" } ], "history": { "axiom": null, "incident-io": [ { "causes": [ "method" ], "date": "2026-10-27", "delta": 0, "from": 68.9, "fromGrade": "B", "to": 68.9, "toGrade": "B" } ] }, "job": { "capability": "observability.incidents", "name": "Incidents" }, "others": [ { "json": "https://www.anchorterminal.com/compare/axiom-vs-pagerduty-mcp.json", "title": "Axiom MCP Server vs PagerDuty MCP Server", "url": "https://www.anchorterminal.com/compare/axiom-vs-pagerduty-mcp" }, { "json": "https://www.anchorterminal.com/compare/axiom-vs-rootly-mcp.json", "title": "Axiom MCP Server vs Rootly MCP Server", "url": "https://www.anchorterminal.com/compare/axiom-vs-rootly-mcp" }, { "json": "https://www.anchorterminal.com/compare/better-stack-vs-incident-io.json", "title": "Better Stack vs incident.io API", "url": "https://www.anchorterminal.com/compare/better-stack-vs-incident-io" }, { "json": "https://www.anchorterminal.com/compare/causely-vs-incident-io.json", "title": "Causely MCP server vs incident.io API", "url": "https://www.anchorterminal.com/compare/causely-vs-incident-io" }, { "json": "https://www.anchorterminal.com/compare/datadog-mcp-vs-incident-io.json", "title": "Datadog MCP Server vs incident.io API", "url": "https://www.anchorterminal.com/compare/datadog-mcp-vs-incident-io" }, { "json": "https://www.anchorterminal.com/compare/grafana-mcp-server-vs-incident-io.json", "title": "Grafana MCP Server vs incident.io API", "url": "https://www.anchorterminal.com/compare/grafana-mcp-server-vs-incident-io" }, { "json": "https://www.anchorterminal.com/compare/incident-io-vs-new-relic.json", "title": "incident.io API vs New Relic MCP Server", "url": "https://www.anchorterminal.com/compare/incident-io-vs-new-relic" }, { "json": "https://www.anchorterminal.com/compare/incident-io-vs-pagerduty-mcp.json", "title": "incident.io API vs PagerDuty MCP Server", "url": "https://www.anchorterminal.com/compare/incident-io-vs-pagerduty-mcp" }, { "json": "https://www.anchorterminal.com/compare/incident-io-vs-rootly-mcp.json", "title": "incident.io API vs Rootly MCP Server", "url": "https://www.anchorterminal.com/compare/incident-io-vs-rootly-mcp" }, { "json": "https://www.anchorterminal.com/compare/axiom-vs-better-stack.json", "title": "Axiom MCP Server vs Better Stack", "url": "https://www.anchorterminal.com/compare/axiom-vs-better-stack" }, { "json": "https://www.anchorterminal.com/compare/axiom-vs-causely.json", "title": "Axiom MCP Server vs Causely MCP server", "url": "https://www.anchorterminal.com/compare/axiom-vs-causely" }, { "json": "https://www.anchorterminal.com/compare/axiom-vs-datadog-mcp.json", "title": "Axiom MCP Server vs Datadog MCP Server", "url": "https://www.anchorterminal.com/compare/axiom-vs-datadog-mcp" }, { "json": "https://www.anchorterminal.com/compare/axiom-vs-grafana-mcp-server.json", "title": "Axiom MCP Server vs Grafana MCP Server", "url": "https://www.anchorterminal.com/compare/axiom-vs-grafana-mcp-server" }, { "json": "https://www.anchorterminal.com/compare/axiom-vs-honeycomb-mcp.json", "title": "Axiom MCP Server vs Honeycomb MCP", "url": "https://www.anchorterminal.com/compare/axiom-vs-honeycomb-mcp" }, { "json": "https://www.anchorterminal.com/compare/axiom-vs-new-relic.json", "title": "Axiom MCP Server vs New Relic MCP Server", "url": "https://www.anchorterminal.com/compare/axiom-vs-new-relic" }, { "json": "https://www.anchorterminal.com/compare/axiom-vs-sentry-mcp.json", "title": "Axiom MCP Server vs Sentry MCP", "url": "https://www.anchorterminal.com/compare/axiom-vs-sentry-mcp" } ], "panel": null, "scores": [ { "axiom": 72, "by": 18, "edge": "incident-io", "incident-io": 90, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "axiom": 62, "by": 26, "edge": "incident-io", "incident-io": 88, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "axiom": 63, "by": 12, "edge": "incident-io", "incident-io": 75, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "axiom": 72, "by": 8, "edge": "axiom", "incident-io": 64, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "axiom": 60, "by": 50, "edge": "axiom", "incident-io": 10, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "axiom": 83, "by": 0, "edge": "", "incident-io": 83, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "axiom": 70, "by": 7, "edge": "incident-io", "incident-io": 77, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "incident.io API and Axiom MCP Server score within a point of each other on agent readiness, 68.9 (B) and 68.2 (B). Axiom MCP Server leads on security \u0026 auth and payments \u0026 pricing. Both do incidents.", "tasks": null, "tutorials": [], "verdicts": { "axiom": "An agent can start without a person, provisioning a temporary organisation with one unauthenticated call, and then query with OAuth sessions capped by dollar cost limits under a 99.9 per cent SLA. Tool schemas aren't public, the server is closed source, and the docs call it read-only while listing delete tools.", "incident-io": "The REST API has a public OpenAPI description with 284 operations, numeric rate limits, `Retry-After` on 429 and required idempotency keys on seven create calls. API and MCP access need the Team plan or higher, so the free Basic plan cannot be used by an agent, and audit logs are Enterprise only." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/axiom-vs-incident-io", "json": "https://www.anchorterminal.com/compare/axiom-vs-incident-io.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/axiom-vs-incident-io.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/axiom-vs-incident-io.min.md" }, "markdown": "incident.io API and Axiom MCP Server score within a point of each other on agent readiness, 68.9 (B) and 68.2 (B). Axiom MCP Server leads on security \u0026 auth and payments \u0026 pricing. Both do incidents.\n\n- Axiom MCP Server: grade B, 68.2/100, rank #269 of 1349. Markdown https://www.anchorterminal.com/tools/axiom.md · JSON https://www.anchorterminal.com/api/v1/tools/axiom.json\n- incident.io API: grade B, 68.9/100, rank #242 of 1349. Markdown https://www.anchorterminal.com/tools/incident-io.md · JSON https://www.anchorterminal.com/api/v1/tools/incident-io.json\n- Best observability and incident tools for AI agents: https://www.anchorterminal.com/best/observability/index.md\n- All 49 observability comparisons: https://www.anchorterminal.com/compare/observability/index.md\n\n## Which one, for what\n\n### Axiom MCP Server (B)\n\nGood for: Agents that investigate logs, traces and metrics with APL and need a budget cap, and agents that must bootstrap their own observability without a person.\n\nAhead on:\n- Security \u0026 auth, 72 against 64\n- Payments \u0026 pricing, 60 against 10\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: The server is closed source and tool input schemas are only visible through an authenticated session\n\n### incident.io API (B)\n\nGood for: Agents that declare and update incidents, page people, read on-call schedules and post status page incidents in an organisation that already pays for incident.io.\n\nAhead on:\n- Reliability, 90 against 72\n- Schema \u0026 documentation, 88 against 62\n- Agent ergonomics, 75 against 63\n- Transparency \u0026 trust, 77 against 70\n\nWatch for: The pricing page marks API, webhooks and MCP as not included in the free Basic plan. Team starts at $19 per user a month\n\n\n## Why the edge\n\n### Payments \u0026 pricing: Axiom MCP Server +50\n\n- Axiom MCP Server (60): No x402, MPP or L402 (0). The pricing page states the platform fee, the free allowances, add-on prices and that usage carries volume discounts, with a calculator rather than a printed per-unit rate (20). The Personal plan is free with no card (20). `POST /v2/orgs/provision` needs no authentication and returns a working token, so an agent can start without a person, though a person must claim the organisation within 24 hours for it to persist (20). 0 + 20 + 20 + 20 = 60.\n- incident.io API (10): No x402, MPP or L402 (0). Plan prices per seat are public, Team at $19 and Pro at $25 a user a month, with no per-call price (10). The Basic plan is free, but the pricing page marks API, webhooks and MCP as not included, and the docs route trials through sales (0). A person signs up, pays and creates a key in the dashboard (0).\n\n### Schema \u0026 documentation: incident.io API +26\n\n- Axiom MCP Server (62): The server is closed source (axiomhq/mcp isn't public) and tools/list needs a session, so the input schemas couldn't be read; partial credit for a contract that exists (10). llms.txt on axiom.co and a Markdown twin of every docs page (10). The tools reference gives each tool a purpose, an example request and a Read or Write label, says to use `queryMetrics` for metrics datasets instead of `queryDataset`, and the 29 October 2026 changelog adds session instructions on finding dataset and field names first (15). No parameters, types or enums are published for the tools (4). An example per tool, the REST docs' error shapes and the 429 bodies; no MCP error list (8). A dated changelog with MCP entries and a protocol version stated (2026-07-28 alongside the session transport), and a registry version (15). 10 + 10 + 15 + 4 + 8 + 15 = 62.\n- incident.io API (88): OpenAPI 3.0.3 description, public at api.incident.io/v1/openapiV3.json per the docs and read from docs.incident.io/openapi/latest.json, 284 operations and 777 schemas (25). llms.txt and a Markdown twin of every docs page (10). Every operation has a description, but the median is 65 characters and few say when not to use a call. List incidents is the exception, with worked filter examples (12). 262 enums, required fields marked and two free-form objects in the whole file (13). 4,014 example values and thirteen error statuses on every operation, though the shared error example pairs an unrelated code and message (13). Versions sit in the path per resource and the changelog is generated from the description file (15).\n\n### Reliability: incident.io API +18\n\n- Axiom MCP Server (72): Scored as a hosted MCP server. status.axiom.co is an incident.io page with six US and six EU components (API, ingest, querying, alerting, endpoints, app) and uptime per component for August to November 2026, with no MCP component (20). feed.rss holds nine incidents in the 90 days to 3 November 2026, among them elevated query errors in the US from 18:05 to 19:15 UTC on 14 October with missed monitor runs, a metrics ingestion and query disruption on 15 October, elevated query errors after a deployment on 21 October, metrics query error rates on 25 October, query errors and monitor delays on 27 October, metrics ingest on 30 October, EU monitor alerting degraded on 7 October, and console authentication through GitHub degraded on 12 August. US querying shows 99.90 per cent uptime. One incident over an hour on the query path and several shorter ones, so one major (10). Rate limits are published as headers (X-RateLimit-Scope, -Limit, -Remaining, -Reset) and plan limits on the limits page, but the per-minute numbers aren't printed (12). 429 with a message and reset headers, query cost caps that answer 429 with the reset time, and provisioning 429 with backoff guidance; no idempotency keys for the write tools (10). A published SLA of 99.9 per cent monthly uptime for Axiom Cloud with 10 and 25 per cent credits (10). Not marked beta; registry version 1.0.0 (10). 20 + 10 + 12 + 10 + 10 + 10 = 72.\n- incident.io API (90): Scored as a hosted API. status.incident.io lists components with history, API and MCP among them (20). The feed, re-read on 1 November 2026, has four incidents in the 90 days from 3 August, each on one component. Opsgenie webhook delays on 3 August, alert listing in the public API and dashboard on 18 August until a rollback (no duration given), Microsoft Teams latency from 13:00 to 15:08 UTC on 20 August and Slack Enterprise Grid login errors for a subset of customers on 2 October. All partial, nothing since 2 October (20). Limits are published with numbers, 1,200 requests a minute per key and lower figures for eight endpoints (15). 429 carries `Retry-After`, the body recommends exponential backoff, and seven create calls require an `idempotency_key` (15). The SLA commits to 99.9 per cent a month on Pro and Enterprise (10). The API carries no beta label (10).\n\n### Agent ergonomics: incident.io API +12\n\n- Axiom MCP Server (63): 31 tools in the reference, 28 without service map, so the 11-to-30 band with no toolset switch (15). APL queries take their own limits and time ranges, and the REST API documents timestamp pagination; nothing documents page sizes for the list tools (15). 429 bodies state the limit and reset, the REST docs describe error shapes, and a `sendFeedback` tool reports unclear descriptions to Axiom (12). Reads and writes are labelled in the docs, but delete tools have no confirmation step, no idempotency keys exist for writes, and annotations weren't confirmed (8). One-command setup for 16 clients with OAuth, a setup prompt for agents, and official SDKs in eight languages for the API behind it (13). 15 + 15 + 12 + 8 + 13 = 63.\n- incident.io API (75): Scored for the REST API. `page_size` sets response size, but no field selection was found and incident objects are large. The description file is 5.4 MB, with per-resource files as the smaller route (12). Cursor pagination on 41 list operations and operator filters such as `status_category[one_of]` (18). Errors carry a code, a message, the field at fault and a `request_id` (18). `idempotency_key` is required on seven create calls, and updates by PUT have no key (14). Seven official SDKs and a CLI with JSON output, with `idempotency_key` and `visibility` required to create an incident (13).\n\n### Security \u0026 auth: Axiom MCP Server +8\n\n- Axiom MCP Server (72): Browser OAuth creates a session the agent uses as the signed-in user, listed and revocable under Settings \u003e Profile, and the docs say agents never see tokens; the header route uses a personal access token with full account rights, and the organisation id, not a secret, may go in the URL (26). Query cost limits on roles cap what an OAuth session can spend, scoped API tokens with expiry exist for the REST API, but the MCP server runs with the user's whole role and lists delete tools with no confirmation, and the AI agents page's read-only description contradicts the tools reference (12). Log, trace and event content is untrusted text and no injection guidance was found (2). An audit log on every organisation for 30 days, full history as an add-on, and session listing (12). ISO 27001, SOC 2 Type II, a security.txt on app.axiom.co, a bug bounty policy at axiom.co/security and annual penetration tests (20). 26 + 12 + 2 + 12 + 20 = 72.\n- incident.io API (64): Organisation keys carry chosen permissions, 13 of 36 scopable to teams, can be rotated and are shown once. User keys take the owner's role and die with the account. 30 for that, less the checklist's 10 because alert event and heartbeat endpoints accept the alert source token in a `token` query parameter. The API key itself travels only in the header (20). A `viewer` permission gives read-only keys and the MCP status page tool only drafts, but no confirmation step guards destructive API calls (15). Alert payloads and incident text are untrusted content. The docs cover redaction of sensitive data, and no injection guidance for API consumers was found (4). Audit logs are Enterprise only, kept one year, exported or streamed, and API actions are attributed to the key (10). security.txt valid to July 2027, a disclosure policy with a five-working-day reply, SOC 2 Type I and II claimed, yearly penetration tests, no paid bounty (15).\n\n### Transparency \u0026 trust: incident.io API +7\n\n- Axiom MCP Server (70): Closed service with clear terms naming Axiom, Inc. (15). A privacy policy with retention by data category, a DPA that names the sub-processor page and US or EU processing, and per-plan retention on the pricing page; the sub-processor list itself renders through a script and the terms carry no date (20). The changelog has a deprecation category and the docs mark the legacy query endpoint, but no notice period is written down (10). US and EU edge deployments are documented and the DPA says data may be processed in either, with the sub-processor list unread (12). 15 + 20 + 10 + 12 = 57.\n- incident.io API (77): Closed service under published Terms and Conditions effective 1 August 2026, with the SDKs, CLI and skills plugin under MIT (17). Privacy policy, DPA, sub-processor list and an AI data handling page are public. The terms limit training on customer content to the customer's own benefit. The security FAQ's statement that no data leaves Europe disagrees with a sub-processor list naming 17 processors in the United States, and retention is stated in general terms (20). Deprecated endpoints carry a removal date in their descriptions and the docs give integrators three months, but the changelog shows removals with no earlier entry (17). 20 sub-processors with locations and purposes, hosting regions named, 15 days' notice of changes in the DPA (18).\n\n## Score by category\n\n| Category | Weight | Axiom MCP Server | incident.io API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 72 | 90 | incident.io API +18 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 62 | 88 | incident.io API +26 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 75 | incident.io API +12 |\n| Security \u0026 auth | 14% (17.5 this run) | 72 | 64 | Axiom MCP Server +8 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 10 | Axiom MCP Server +50 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 83 | 83 | even |\n| Transparency \u0026 trust | 7% (8.8 this run) | 70 | 77 | incident.io API +7 |\n| Negative events | ≤15 | 0 | -2 | |\n| **Total** | | **68.2 · B** | **68.9 · B** | |\n\n## Facts side by side\n\n| Fact | Axiom MCP Server | incident.io API |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Axiom, Inc. | Pineapple Technology Ltd. (incident.io) |\n| Hosted endpoint | `https://mcp.axiom.co/mcp` | `https://mcp.incident.io/mcp` |\n| Transports | Streamable HTTP, SSE (legacy) | HTTP |\n| Auth | OAuth | OAuth or key |\n| Pricing | Freemium | Paid |\n| Price for incidents | not published | $19 per seat per month |\n| x402 | no | no |\n| Licence | none | Proprietary service under incident.io's Terms and Conditions. The SDKs, the `inc` CLI and the skills plugin on GitHub are MIT |\n| Tools exposed | 31 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `co.axiom/mcp` | not listed |\n| Last release | 2026-10-29 | 2026-10-31 |\n| Terms last updated | no date given | 2026-08-01 |\n| Privacy policy last updated | no date given | 2024-02-15 |\n| Customer content may train models | not found in the text | yes |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | none | 1.3k npm/wk |\n| Agent reviews | none | 3.5/5 (4) |\n\n## How the scores have moved\n\n### Axiom MCP Server\n\nNo score change since it was listed.\n\n### incident.io API\n\n- no change on 27 October 2026: checklist\n\n## Verdicts\n\n**Axiom MCP Server.** An agent can start without a person, provisioning a temporary organisation with one unauthenticated call, and then query with OAuth sessions capped by dollar cost limits under a 99.9 per cent SLA. Tool schemas aren't public, the server is closed source, and the docs call it read-only while listing delete tools.\n\n**incident.io API.** The REST API has a public OpenAPI description with 284 operations, numeric rate limits, `Retry-After` on 429 and required idempotency keys on seven create calls. API and MCP access need the Team plan or higher, so the free Basic plan cannot be used by an agent, and audit logs are Enterprise only.\n\n## Before you call either\n\n### Axiom MCP Server\n\n1. With no organisation, call `POST https://api.axiom.co/v2/orgs/provision` once, store the returned token and surface the `claimUrl` to the person; both are shown once and the organisation is deleted after 24 hours unclaimed\n2. Call `listDatasets` and `getDatasetFields` before `queryDataset`; metrics datasets take `queryMetrics` with MPL, not APL\n3. Treat a 429 as a rate limit or a query-cost cap; read `X-RateLimit-Reset` or the limit message for when the window resets, and don't resend sooner\n4. Prefer OAuth; if a token header is the only option, expect the PAT to carry the person's full rights and ask them to set a query cost limit on their role first\n5. `deleteDashboard`, `deleteMonitor` and `deleteNotifier` are live writes with no confirmation step; list first and confirm with the person before deleting\n\n### incident.io API\n\n1. Send `Authorization: Bearer \u003ckey\u003e` to https://api.incident.io and call `GET /v1/identity` first to read the key's roles\n2. Send a fresh `idempotency_key` with every create call for incidents, incident updates, timeline items, escalations and status page incidents. A repeated key returns the first result\n3. Page with `page_size` and `after` until no cursor comes back. Do not stop at a short or empty page\n4. Keep `GET /v2/incidents` under 60 requests a minute and wait the seconds in `Retry-After` on 429\n5. Incident creation is limited to 10 an hour per key when a Slack or Teams channel is created, 300 an hour otherwise\n\n## Questions\n\n### Which is better for AI agents, Axiom MCP Server or incident.io API?\n\nincident.io API and Axiom MCP Server score within a point of each other on agent readiness, 68.9 (B) and 68.2 (B). Axiom MCP Server leads on security \u0026 auth and payments \u0026 pricing.\n\n### Do Axiom MCP Server and incident.io API need an API key?\n\nAxiom MCP Server uses an OAuth sign-in. incident.io API takes an API key or an OAuth sign-in.\n\n### Can an agent call Axiom MCP Server and incident.io API without installing anything?\n\nYes. Axiom MCP Server has a hosted endpoint at https://mcp.axiom.co/mcp and incident.io API at https://mcp.incident.io/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/axiom-vs-incident-io.json, and with the fewest tokens: https://www.anchorterminal.com/compare/axiom-vs-incident-io.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"axiom\", \"b\": \"incident-io\"}`. From a terminal: `anchor compare axiom incident-io`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/axiom.json and https://www.anchorterminal.com/api/v1/tools/incident-io.json\n\n## Other comparisons with Axiom MCP Server or incident.io API\n\n- [Axiom MCP Server vs PagerDuty MCP Server](https://www.anchorterminal.com/compare/axiom-vs-pagerduty-mcp.md)\n- [Axiom MCP Server vs Rootly MCP Server](https://www.anchorterminal.com/compare/axiom-vs-rootly-mcp.md)\n- [Better Stack vs incident.io API](https://www.anchorterminal.com/compare/better-stack-vs-incident-io.md)\n- [Causely MCP server vs incident.io API](https://www.anchorterminal.com/compare/causely-vs-incident-io.md)\n- [Datadog MCP Server vs incident.io API](https://www.anchorterminal.com/compare/datadog-mcp-vs-incident-io.md)\n- [Grafana MCP Server vs incident.io API](https://www.anchorterminal.com/compare/grafana-mcp-server-vs-incident-io.md)\n- [incident.io API vs New Relic MCP Server](https://www.anchorterminal.com/compare/incident-io-vs-new-relic.md)\n- [incident.io API vs PagerDuty MCP Server](https://www.anchorterminal.com/compare/incident-io-vs-pagerduty-mcp.md)\n- [incident.io API vs Rootly MCP Server](https://www.anchorterminal.com/compare/incident-io-vs-rootly-mcp.md)\n- [Axiom MCP Server vs Better Stack](https://www.anchorterminal.com/compare/axiom-vs-better-stack.md)\n- [Axiom MCP Server vs Causely MCP server](https://www.anchorterminal.com/compare/axiom-vs-causely.md)\n- [Axiom MCP Server vs Datadog MCP Server](https://www.anchorterminal.com/compare/axiom-vs-datadog-mcp.md)\n- [Axiom MCP Server vs Grafana MCP Server](https://www.anchorterminal.com/compare/axiom-vs-grafana-mcp-server.md)\n- [Axiom MCP Server vs Honeycomb MCP](https://www.anchorterminal.com/compare/axiom-vs-honeycomb-mcp.md)\n- [Axiom MCP Server vs New Relic MCP Server](https://www.anchorterminal.com/compare/axiom-vs-new-relic.md)\n- [Axiom MCP Server vs Sentry MCP](https://www.anchorterminal.com/compare/axiom-vs-sentry-mcp.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-11-04", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Axiom MCP Server vs incident.io API", "url": "" } ], "description": "incident.io and Axiom score within a point of each other for incidents, 68.9 and 68.2 out of 100. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Axiom MCP Server B 68.2", "incident.io API B 68.9", "scores" ], "h1": "Axiom MCP Server vs incident.io API", "image": "https://www.anchorterminal.com/assets/og/default.png", "path": "/compare/axiom-vs-incident-io", "published": "2026-10-01", "section": "tools", "title": "Axiom vs incident.io for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-11-04", "url": "https://www.anchorterminal.com/compare/axiom-vs-incident-io" }, "tokens": { "markdown": 4950, "slim": 3180 }, "version": 1 }