{ "data": { "a": { "slug": "atlassian-rovo-mcp", "name": "Atlassian Rovo MCP Server", "vendor": "Atlassian", "vendorUrl": "https://www.atlassian.com", "kind": "mcp", "category": "productivity", "summary": "Atlassian's hosted MCP server connects agents to Jira, Confluence, Bitbucket and other Atlassian products through OAuth.", "url": "https://www.anchorterminal.com/tools/atlassian-rovo-mcp", "markdownUrl": "https://www.anchorterminal.com/tools/atlassian-rovo-mcp.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/atlassian-rovo-mcp.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/atlassian-rovo-mcp.json", "dns": "atlassian-rovo-mcp.grade.anchorterminal.com", "repo": "https://github.com/atlassian/atlassian-mcp-server", "license": "proprietary", "transports": [ "streamable-http", "sse" ], "remoteUrl": "https://mcp.atlassian.com/v2/mcp", "packages": [], "auth": "mixed", "authNotes": "OAuth 2.1 (respects existing product permissions) with an optional API-token mode. v1 endpoints https://mcp.atlassian.com/v1/mcp and /v1/sse remain; v1 users are auto-migrated to v2 tools on 2027-03-01. ?tools=all on v2 returns a flat tool list instead of the gateway meta-tools.", "pricing": "byo-plan", "pricingNotes": "Cloud only; admin enablement required; usage draws Rovo/AI credits from the org's pool, 'based on the complexity of the request' (https://support.atlassian.com/atlassian-ai-gateway/docs/get-started-with-the-atlassian-remote-mcp-server/).", "priceSummary": "Your plan", "where": "hosted", "x402": { "level": "no", "evidence": "No x402 support in Atlassian docs.", "endpoints": [] }, "toolCount": 247, "popularity": { "githubStars": 1100, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-01" }, "docsUrl": "https://support.atlassian.com/atlassian-ai-gateway/docs/get-started-with-the-atlassian-remote-mcp-server/", "registryName": "com.atlassian/atlassian-mcp-server", "capabilities": [ "work.issues", "work.docs", "code.repo" ], "tags": [ "official", "hosted", "oauth", "meta-tools", "closed-source" ], "lastRelease": "2026-11-03", "graded": true, "anchor": { "graded": true, "score": 56.6, "grade": "C", "agentReady": false, "rank": 821, "ranked": true, "rankOf": 1486, "categoryRank": 4, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 73, "maintenance": 80, "payments": 10, "reliability": 50, "schema": 48, "security": 85, "transparency": 78 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-04" }, "negative": -3, "negativeNotes": [ "Changes for existing clients posted on the day or after they took effect, folded into one term. On 26 September 2026 `findJiraIssueAssignableUsers` was renamed `listJiraIssueAssignableUsers` with the changelog entry the same day, 18 days after v2 went GA. On 23 October 2026 the changelog said that legacy Loom tools such as `listLoomVideos` and `createLoomVideoComment` had stopped being returned to the Loom V2 cohort as of 16 October, a week before the notice; only `getLoomVideo` stays callable for cached sessions. -3. https://developer.atlassian.com/cloud/rovo-mcp/changelog/" ], "verdict": "Atlassian's hosted MCP server returns about 20 primary tools and loads the rest of a catalogue of about 247 on demand, with every call in the organisation audit log. No rate limits, 429 guidance or tool annotations are published, and tool removals in September and October were announced on the day or after they took effect.", "bestFor": "Teams already on Atlassian Cloud who want an agent to read and write Jira, Confluence and Bitbucket under the user's permissions with admin audit.", "strengths": [ "v2 returns about 20 primary tools plus discover and three execute meta-tools, and loads the rest of about 247 on demand", "Every tool call is written to the organisation audit log under Rovo MCP User Actions", "delete_jira and manage_jira are off until an admin enables them, and admins can block client domains, apply IP allowlists and set data security policies", "v1 retirement dated in public, with an automatic move to v2 on 1 March 2027", "A dated changelog with eleven entries from 26 September to 3 November 2026" ], "weaknesses": [ "No numeric rate limits or 429 guidance published for the MCP server", "Enriched Teamwork Graph calls cost 1 to 10 Rovo credits each, with no price per credit beside them", "Tool schemas aren't published and no readOnlyHint or destructiveHint is documented, and the supported-tools page gives one line per tool", "Legacy Loom tools stopped being returned on 16 October 2026, a week before the changelog said so", "JSM tools work only with API-token auth, and Compass only with OAuth" ], "agentNotes": [ "Connect to `https://mcp.atlassian.com/v2/mcp`, not `/v1/sse`, which stopped being supported after 30 June 2026", "Call `discover` before execute, since flat tool names have changed under v2", "Pass `maxResults: 10` on JQL and CQL searches, as Atlassian's own skills require", "Expect a permission error rather than a tool for deletes until an admin enables delete_jira", "For headless runs send a service-account key as `Authorization: Bearer`, and note that JSM tools need this route" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 3.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 56.6 } ], "editorialScores": { "ergonomics": 73, "maintenance": 80, "payments": 10, "reliability": 50, "schema": 48, "security": 85, "transparency": 61 }, "provenanceScore": 95, "checked": { "categories": { "ergonomics": "2026-11-04", "maintenance": "2026-11-04", "payments": "2026-11-04", "reliability": "2026-11-04", "schema": "2026-11-04", "security": "2026-11-04", "transparency": "2026-11-04" }, "last": "2026-11-04", "lastMoved": "2026-11-04", "oldest": "2026-11-04", "stale": false, "staleAfterDays": 90 } }, "connect": { "claudeCode": "claude mcp add --transport http atlassian https://mcp.atlassian.com/v2/mcp", "config": { "mcpServers": { "atlassian": { "url": "https://mcp.atlassian.com/v2/mcp" } } } }, "letme": { "capability": "https://letme.dev/work.issues", "tool": "https://letme.dev/atlassian-rovo-mcp" }, "sameCompany": [ "rovo-dev-cli" ], "area": "business", "provenance": { "legalEntity": "Atlassian Pty Ltd", "domain": "atlassian.com", "domainRegistered": "2001-03-19", "endpointOnVendorDomain": true, "terms": "https://atlassian.com/legal/atlassian-customer-agreement", "privacy": "https://atlassian.com/legal/privacy-policy", "statusPage": "https://rovo.status.atlassian.com", "changelog": "https://developer.atlassian.com/cloud/rovo-mcp/changelog/", "securityTxt": "valid", "checked": "2026-11-04", "score": 95 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/atlassian-rovo-mcp.json", "live": { "slug": "atlassian-rovo-mcp", "probe": { "target": "https://mcp.atlassian.com/v2/mcp", "method": "mcp-initialize", "lastAt": "2026-11-07T18:20:11.320353592Z", "lastOk": true, "lastStatus": 401, "lastMs": 101, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 99.99, "p50ms24h": 46, "p95ms24h": 112, "samples24h": 239, "samples30d": 7910, "days": [ { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 246 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "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": 249, "ok": 249 }, { "date": "2026-10-30", "probes": 248, "ok": 248 }, { "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": 246, "ok": 246 }, { "date": "2026-11-05", "probes": 185, "ok": 185 }, { "date": "2026-11-06", "probes": 241, "ok": 241 }, { "date": "2026-11-07", "probes": 187, "ok": 187 } ] }, "vendorStatus": { "page": "https://rovo.status.atlassian.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-11-07T18:20:33.283889155Z" }, "versions": [ { "registry": "mcp-registry", "name": "com.atlassian/atlassian-mcp-server", "version": "2.0.0", "seenAt": "2026-11-07T18:16:28.95801333Z" } ], "githubStars": 1149, "securityTxt": { "url": "https://atlassian.com/.well-known/security.txt", "state": "valid", "expires": "2027-02-04T00:00:00.000Z", "checkedAt": "2026-11-07T16:00:05.264223293Z" }, "domain": { "domain": "atlassian.com", "registered": "2001-03-19", "source": "https://rdap.verisign.com/com/v1/domain/atlassian.com", "checkedAt": "2026-11-01T14:11:11.424415394Z" }, "pages": [ { "url": "https://community.atlassian.com/", "kind": "deprecations", "status": 200, "checkedAt": "2026-10-01T13:11:42.522343812Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "cf4427d792a6" }, { "url": "https://developer.atlassian.com/cloud/rovo-mcp/changelog/", "kind": "deprecations", "status": 200, "checkedAt": "2026-11-07T14:02:55.345552624Z", "changedAt": "2026-11-05T12:27:12.691209481Z", "fingerprint": "3c7a306a906c" }, { "url": "https://atlassian.com/legal/privacy-policy", "kind": "privacy", "status": 200, "checkedAt": "2026-11-07T13:59:45.653236156Z", "changedAt": "2026-11-03T07:41:54.259022325Z", "fingerprint": "caa9a812c573" }, { "url": "https://atlassian.com/legal/atlassian-customer-agreement", "kind": "terms", "status": 200, "checkedAt": "2026-11-07T13:59:41.513718193Z", "changedAt": "2026-11-03T07:41:51.710697411Z", "fingerprint": "e926b026c3ca" } ], "mcpTools": { "url": "https://mcp.atlassian.com/v2/mcp", "checkedAt": "2026-11-07T01:42:32.636581304Z", "status": "auth", "note": "asks for credentials before listing its tools", "changedAt": "2026-09-28T21:55:38.207226061Z" }, "github": { "repo": "atlassian/atlassian-mcp-server", "checkedAt": "2026-11-02T08:32:16.288024547Z", "stars": 1140, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-29T18:23:30Z", "openIssues": 103, "openPRs": 11, "issuesOpened90d": 63, "issuesClosed90d": 29, "prsMerged90d": 11, "replies": { "sampled": 25, "unanswered": 20, "medianDays": 1.2 } }, "updatedAt": "2026-11-07T18:20:11.320353592Z" } }, "answer": "Taskade scores 57.7 (C) on agent readiness against Atlassian Rovo MCP Server's 56.6 (C), and leads in 3 of 7 scored categories. Atlassian Rovo MCP Server leads on reliability, agent ergonomics, security \u0026 auth and transparency \u0026 trust.", "b": { "slug": "taskade", "name": "Taskade", "vendor": "Taskcade Inc.", "vendorUrl": "https://www.taskade.com", "kind": "http-api", "category": "project-management", "summary": "Taskade is a workspace for projects, tasks, AI agents, automations and generated apps from Taskcade Inc. Agents reach it through REST API v1, the beta Action API v2, a hosted MCP server and an open-source local MCP server.", "url": "https://www.anchorterminal.com/tools/taskade", "markdownUrl": "https://www.anchorterminal.com/tools/taskade.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/taskade.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/taskade.json", "dns": "taskade.grade.anchorterminal.com", "repo": "https://github.com/taskade/mcp", "transports": [ "streamable-http", "stdio" ], "remoteUrl": "https://www.taskade.com/mcp", "packages": [ { "registry": "npm", "name": "@taskade/mcp-server" } ], "auth": "mixed", "authNotes": "Personal access tokens (`tskdp_` prefix, shown once, at most 5 per account, revocable) carry no scopes and reach everything the owner can. OAuth 2.0 with PKCE (S256) and dynamic client registration; access tokens last 1 hour and each refresh rotates the refresh token. The only OAuth scope is `mcp`, and the REST and Action APIs ignore scope. A password reset revokes every token and grant.", "pricing": "freemium", "pricingNotes": "Free plan with no card, but the hosted MCP server needs a paid workspace. Annual prices a month: Starter $6 (3 seats), Pro $10 (10 seats), Business $25 and Max $100 (unlimited seats), Enterprise custom. Monthly prices are not shown. Plans include monthly AI credits; `prompt_agent` and `run_flow` use credits.", "priceSummary": "$6 / mo", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the developer docs, llms.txt, the OpenAPI specs or the pricing page (checked 2026-11-06). A plan-gated call returns PAYMENT_REQUIRED with a featureId, not payment requirements.", "endpoints": [] }, "toolCount": 47, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-06" }, "docsUrl": "https://www.taskade.com/docs", "llmsTxt": "https://www.taskade.com/llms.txt", "openapi": "https://github.com/taskade/mcp/blob/main/packages/server/taskade-public.yaml", "registryName": "io.github.taskade/mcp-server", "capabilities": [ "tasks.create", "tasks.update", "projects.manage", "work.docs", "automation.workflows", "events.webhooks-send" ], "tags": [ "official", "hosted", "mcp", "remote-mcp", "mcp-registry", "oauth", "openapi", "llms-txt", "freemium", "free-tier", "no-card", "webhooks", "status-page", "project-management" ], "lastRelease": "2026-11-05", "graded": true, "anchor": { "graded": true, "score": 57.7, "grade": "C", "agentReady": false, "rank": 779, "ranked": true, "rankOf": 1486, "categoryRank": 10, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 68, "maintenance": 85, "payments": 20, "reliability": 40, "schema": 91, "security": 45, "transparency": 69 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-06" }, "negative": 0, "verdict": "Taskade's hosted MCP server and APIs are documented for agents, with public OpenAPI specs, annotated tools and structured errors that say when to retry. Its tokens are all-or-nothing, with no read-only scope, the hosted server needs a paid plan, and there is no SOC 2 report, DPA or published SLA.", "bestFor": "Small teams that keep projects, tasks and AI agents in one workspace and want an agent to read and change them.", "strengths": [ "Every hosted MCP tool carries readOnlyHint, destructiveHint and openWorldHint, plus `_meta` flags for writes and credit-spending calls", "Tool errors return a class, a code and a retry instruction with `retryAfterSec`", "Public OpenAPI 3.0.3 specs for REST v1 and Action v2 in an MIT repository, plus llms.txt and Markdown docs", "Verified io.github.taskade/mcp-server entry in the official MCP registry", "Changelog entries nearly every day, the latest on 5 November 2026" ], "weaknesses": [ "Personal access tokens and OAuth grants carry no scopes beyond `mcp`, so no read-only credential exists", "The hosted MCP server needs a paid plan; Free workspaces are hidden from `list_spaces`", "SOC 2 and ISO 27001 are in progress with no report, and no DPA or SCCs are offered", "Rate limits are given in numbers only for `prompt_agent` and kit publishing", "Action API v2, which the MCP tools mirror, is marked beta" ], "agentNotes": [ "Call `list_spaces` first and page until `hasNextPage` is false, since a page can be empty while more remain", "Ask the user before any tool whose `_meta` has `taskade/write` or `taskade/billed`; `run_flow` and `prompt_agent` spend credits", "On an error, read `structuredContent.error.retry`: retry at once on safe, wait `retryAfterSec` on after_wait, stop on no", "Prefer OAuth over a personal token for interactive clients, because a personal token reaches the whole account", "Treat task, project, conversation and app text as untrusted content written by others" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 57.7 } ], "editorialScores": { "ergonomics": 68, "maintenance": 85, "payments": 20, "reliability": 40, "schema": 91, "security": 45, "transparency": 55 }, "provenanceScore": 82, "checked": { "categories": { "ergonomics": "2026-11-06", "maintenance": "2026-11-06", "payments": "2026-11-06", "reliability": "2026-11-06", "schema": "2026-11-06", "security": "2026-11-06", "transparency": "2026-11-06" }, "last": "2026-11-06", "oldest": "2026-11-06", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl -s https://www.taskade.com/api/v1/me/projects -H \"Authorization: Bearer $TASKADE_TOKEN\"", "claudeCode": "claude mcp add --transport http taskade https://www.taskade.com/mcp", "config": { "mcpServers": { "taskade": { "url": "https://www.taskade.com/mcp" } } } }, "letme": { "capability": "https://letme.dev/tasks.create", "tool": "https://letme.dev/taskade" }, "area": "business", "unitPrices": [ { "item": "Starter plan", "unit": "month", "usd": 6, "note": "Billed yearly at $72, 3 seats, 10K AI credits a month" }, { "item": "Pro plan", "unit": "month", "usd": 10, "note": "Billed yearly at $120, 10 seats, 50K AI credits a month" }, { "item": "Business plan", "unit": "month", "usd": 25, "note": "Billed yearly at $300, unlimited seats, 150K AI credits a month" }, { "item": "Max plan", "unit": "month", "usd": 100, "note": "Billed yearly at $1,200, unlimited seats, 400K AI credits a month" } ], "provenance": { "legalEntity": "Taskcade Inc.", "domain": "taskade.com", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://www.taskade.com/terms", "privacy": "https://www.taskade.com/privacy", "statusPage": "https://status.taskade.com", "changelog": "https://www.taskade.com/changelog", "securityTxt": "valid", "checked": "2026-11-06", "notes": [ "Terms last updated 30 September 2026, naming Taskcade Inc. of Delaware. The acceptable use section forbids bots, scrapers or other automated means to pull content or outputs out of the service at scale. Recorded as a fact; only public pages were read.", "Privacy policy last updated 26 October 2026.", "www.taskade.com/robots.txt allows all but /api/, /socket.io/ and /graphql, and sets Content-Signal ai-train=yes, search=yes, ai-input=yes. The OpenAPI specs under /api/documentation were therefore read from the GitHub repository, not the site.", "security.txt names support@taskade.com, points to the security page as policy, and expires 1 September 2027.", "status.taskade.com is a Taskade-built status portal that draws its data by script; no components or incidents could be read. Domain registration date not checked." ], "score": 82 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/taskade.json", "live": { "slug": "taskade", "probe": { "target": "https://www.taskade.com/mcp", "method": "get", "lastAt": "2026-11-07T18:20:58.308357468Z", "lastOk": true, "lastStatus": 401, "lastMs": 520, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 132, "p95ms24h": 459, "samples24h": 200, "samples30d": 200, "days": [ { "date": "2026-11-06", "probes": 13, "ok": 13 }, { "date": "2026-11-07", "probes": 187, "ok": 187 } ] }, "vendorStatus": { "page": "https://status.taskade.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-11-07T04:48:50.902945286Z" }, "versions": [ { "registry": "github", "name": "taskade/mcp", "version": "v0.0.3", "released": "2026-06-10", "seenAt": "2026-11-07T00:10:02.038959256Z" }, { "registry": "mcp-registry", "name": "io.github.taskade/mcp-server", "version": "0.1.4", "seenAt": "2026-11-07T18:16:28.95801333Z" }, { "registry": "npm", "name": "@taskade/mcp-server", "version": "0.1.4", "seenAt": "2026-11-07T00:10:01.151482314Z" } ], "githubStars": 170, "npmWeekly": 320, "securityTxt": { "url": "https://taskade.com/.well-known/security.txt", "state": "valid", "expires": "2027-09-01T00:00:00.000Z", "checkedAt": "2026-11-07T16:00:46.13510211Z" }, "llmsTxt": { "url": "https://www.taskade.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:34:05.699006374Z" }, "pages": [ { "url": "https://www.taskade.com/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-11-07T14:35:24.057343775Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "b1d4fdfba44d" }, { "url": "https://www.taskade.com/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-11-07T14:35:30.038915009Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "f59185a37320" }, { "url": "https://www.taskade.com/terms", "kind": "terms", "status": 200, "checkedAt": "2026-11-07T14:35:30.254294882Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "ff1bc6279952" } ], "mcpTools": { "url": "https://www.taskade.com/mcp", "checkedAt": "2026-11-07T01:48:13.988871322Z", "status": "auth", "note": "asks for credentials before listing its tools", "changedAt": "2026-11-07T01:48:13.988871322Z" }, "updatedAt": "2026-11-07T18:20:58.308357468Z" } }, "edges": [ { "by": 43, "category": "schema", "leads": "taskade", "name": "Schema \u0026 documentation", "reasons": { "a": "MCP tools carry JSON Schema inputs by protocol, but the server is closed and the supported-tools page lists names and one-line purposes, not schemas, so typing on every tool couldn't be confirmed; 0 at the line's fixed value (was 15, not a checklist value). The developer site serves each guide as Markdown (supported-tools.md), though developer.atlassian.com/llms.txt answers 404 (10, was 5). Descriptions are one line of purpose, such as \"Create a new Jira work item\", with few saying when not to use a tool (8). Inputs unverified, and issue 244 reported a getJiraIssue argument that Vertex and Gemini reject, per the 1 October check (7). The README lists troubleshooting messages and the skills give usage examples, but there's no error catalogue (8). Versioned endpoints (v1, v2) and a dated changelog, newest entry 3 November 2026 (15). 0 + 10 + 8 + 7 + 8 + 15 = 48.", "b": "OpenAPI 3.0.3 specs for REST v1 and Action v2 are linked from llms.txt and committed in the public taskade/mcp repository, which is where we read them because the site's /api/ path is disallowed in robots.txt (25). llms.txt, a developer docs index and a Markdown copy of each page (10). The hosted MCP docs say what each tool does, which role it needs and what the server cannot do; the v2 spec's operations carry no descriptions of their own (14 of 20). The v1 spec has 96 enums and 254 required lists (13 of 15). Error tables with causes and fixes on the MCP and API pages, and a documented error envelope (14 of 15). Versioned APIs (1.0.0, 2.0.0-beta), deprecations marked in the spec and a changelog updated almost daily (15). 25 + 10 + 14 + 13 + 14 + 15 = 91." }, "scores": { "a": 48, "b": 91 } }, { "by": 40, "category": "security", "leads": "atlassian-rovo-mcp", "name": "Security \u0026 auth", "reasons": { "a": "OAuth 2.1 bounded by the user's existing product permissions, with scopes per permission group, or API tokens in the `Authorization` header (Basic email and token, or a service-account Bearer key), never in the URL. Personal API tokens carry the user's full reach (26). Admins grant permission groups per product, delete_jira and manage_jira are off by default, destructive calls go through their own meta-tool, and admins can block client domains and enforce IP allowlists (16). The README and SECURITY.md describe prompt injection and tool poisoning and ask for human confirmation on destructive actions, guidance only (10). Every tool call lands in the organisation audit log under Rovo MCP User Actions (15). security.txt valid (Expires 4 February 2027, read on 4 November), a private disclosure route with a bug bounty named in SECURITY.md, and SOC 2 and ISO 27001 on the trust page, though the page doesn't say Rovo or MCP is in scope (18).", "b": "OAuth 2.0 with PKCE, dynamic client registration, 1-hour access tokens and rotating refresh tokens, but the only scope is `mcp`. Personal access tokens are revocable, limited to five, carry no scopes and grant the whole account. Tokens go in headers (20 of 30). No read-only credential; workspace roles limit what tools can do, and the write and billed `_meta` flags let a client ask first, with no server-side confirmation (10 of 20). Tools return task, project, conversation and app text written by others, and no prompt-injection guidance was found (0). The security page says account and workspace activity is logged and exportable on request, with no immutable logs (7 of 15). security.txt valid to September 2027 and a 90-day coordinated disclosure policy, but SOC 2 and ISO 27001 are in progress with no report and there is no bug bounty (8 of 20). 20 + 10 + 0 + 7 + 8 = 45." }, "scores": { "a": 85, "b": 45 } }, { "by": 10, "category": "reliability", "leads": "atlassian-rovo-mcp", "name": "Reliability", "reasons": { "a": "Statuspage at rovo.status.atlassian.com with an MCP component, read from the page and history.atom (20). In the 90 days from 6 August the feed has two MCP incidents, degraded performance with timeouts on 21 October (15:30 to 18:25 UTC) and intermittent errors for some users on 22 October (14:42 to 18:16 UTC), both degradation rather than an outage, plus the 18 August Rovo chat streaming incident, which doesn't name MCP. Minor only (20). No numeric rate limits for the MCP server in the docs, README or supported-tools page (0). No 429 or retry guidance found (0). No SLA that names the MCP server found (0). v2 has been GA since 8 September 2026 (10). 20 + 20 + 0 + 0 + 0 + 10 = 50.", "b": "Graded as a hosted service on the hosted MCP server and REST API v1. status.taskade.com is Taskade's own status portal, but it draws its data by script and no components could be read (10 of 20). No readable incident history (5). Rate limits have numbers only for `prompt_agent` (60 calls in 10 minutes) and `publish_kit_version` (5 an hour); the API docs say 429 marks a rate limit without stating it (5 of 15). The API returns 429 with Retry-After, MCP tools use `x-rate-limit-reset`, and tool errors say whether a retry is safe and after how many seconds (15). The terms commit to no uptime level without a separate written agreement, and only Enterprise mentions SLAs (0). REST API v1 is GA, while Action API v2, which most hosted MCP tools mirror, is beta (5 of 10). 10 + 5 + 5 + 15 + 0 + 5 = 40." }, "scores": { "a": 50, "b": 40 } }, { "by": 10, "category": "payments", "leads": "taskade", "name": "Payments \u0026 pricing", "reasons": { "a": "No x402, MPP or L402 (0). Usage draws Rovo credits. The usage-limits page says single-product lookups are free and enriched Teamwork Graph calls cost 1 to 10 credits each, and the supported-tools page gives 15 to 30 credits for Confluence infographic and visualisation tools, but no per-credit price sits next to them, so plan-level public pricing (10). Atlassian Cloud has free plans with no card, but no page we read says the MCP server is enabled on them, so 0 (was 10, not a checklist value). A person signs in through a browser OAuth flow or creates an API token (0). 0 + 10 + 0 + 0 = 10.", "b": "No x402, MPP or L402 (0). Plan prices are public, billed yearly, with nothing per call (10). A Free plan needs no card, but the hosted MCP server is limited to paid plans and the pricing table lists the API from Business up, so the free tier reaches little of the agent surface (10 of 20). A person signs up in a browser and verifies an email before a token can be made (0). 0 + 10 + 10 + 0 = 20." }, "scores": { "a": 10, "b": 20 } }, { "by": 9, "category": "transparency", "leads": "atlassian-rovo-mcp", "name": "Transparency \u0026 trust", "reasons": { "a": "The hosted server is closed under Atlassian's customer agreement. The GitHub repository of docs, manifests and skills is Apache-2.0 (15). Atlassian publishes a privacy policy and DPA, but we didn't find MCP-specific retention statements and didn't fetch the DPA in this run (18). v1 retirement is dated (automatic move to v2 on 1 March 2027, /v1/sse unsupported after 30 June 2026) and tool renames are logged, with no stated notice period (18). Atlassian publishes subprocessors and data residency for Cloud, not checked for MCP in this run (10).", "b": "Closed service under terms naming Taskcade Inc. and Delaware law, with the MCP server, plugin and OpenAPI specs under MIT (20 of 30). The privacy policy gives practices for retention (AI processing logs normally 30 days, account deletion within 30 days) but calls them targets, not contractual periods, and no DPA or SCCs are offered (15 of 30). Deprecated endpoints are marked in the docs and spec with their replacement, with no deprecation policy or dates (8 of 20). Hosting is AWS US East, and AI providers are named as examples, some in China, with the full list on request; analytics tools (Google Analytics, PostHog, Plausible, Sentry) are named (12 of 20). 20 + 15 + 8 + 12 = 55." }, "scores": { "a": 78, "b": 69 } }, { "by": 5, "category": "ergonomics", "leads": "atlassian-rovo-mcp", "name": "Agent ergonomics", "reasons": { "a": "About 247 tools are named on the supported-tools page (updated 2 November 2026), but v2 returns about 20 primary tools in tools/list, marked (Primary), with discover and the execute meta-tools loading the rest on demand, and admins enable permission groups per product. 11 to 30 tools gives 15, plus 10 back for dynamic loading and toolsets (25, was 20). Search and list tools take maxResults or limit, list tools such as listJiraIssueComments and searchTeams are paginated, and JQL, CQL and field selection filter results (20, was 15). Error messages are documented for IP allowlisting and auth, including 403s from IP rules or scopes, not per tool, so partly met (10 of 20). Read, write and destructive execution of deferred tools are separate meta-tools, but primary write tools are called by name, no readOnlyHint or destructiveHint is named in the tool docs and there is no idempotency guidance, so partly met (10 of 20). One URL and an OAuth sign-in, no SDK, required parameters per tool not published, so partly met (8 of 15). The three partly met lines keep their earlier values pending a rule on in-between values. 25 + 20 + 10 + 10 + 8 = 73.", "b": "47 hosted MCP tools are listed (5), with `inspect_space` line ranges and cursor pagination to size reads (3 back). Cursor pagination on list tools and a paginated, plan-filtered `list_spaces`, with few filters (15 of 20). MCP tool errors return `class`, `code`, `retry` and `retryAfterSec`, and invalid arguments come back as a tool result the model can correct (20). Every tool states readOnlyHint, destructiveHint and openWorldHint, and `_meta` flags mark writes and billed calls; no idempotency keys for creates were found (18 of 20). Setup is one URL with OAuth; the TypeScript SDK is in preview and not on npm, and no second official SDK exists (7 of 15). 8 + 15 + 20 + 18 + 7 = 68." }, "scores": { "a": 73, "b": 68 } } ], "facts": [ { "a": "MCP server", "b": "HTTP API", "name": "Kind" }, { "a": "Atlassian", "b": "Taskcade Inc.", "name": "Vendor" }, { "a": "https://mcp.atlassian.com/v2/mcp", "b": "https://www.taskade.com/mcp", "name": "Hosted endpoint" }, { "a": "Streamable HTTP, SSE (legacy)", "b": "Streamable HTTP, stdio", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Your plan", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "proprietary", "b": "none", "name": "Licence" }, { "a": "247", "b": "47", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "com.atlassian/atlassian-mcp-server", "b": "io.github.taskade/mcp-server", "name": "MCP registry" }, { "a": "2026-11-03", "b": "2026-11-05", "name": "Last release" }, { "a": "no date given", "b": "2026-09-30", "name": "Terms last updated" }, { "a": "no date given", "b": "2026-10-26", "name": "Privacy policy last updated" }, { "a": "yes", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "yes", "name": "Terms restrict automated access" }, { "a": "yes", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "1.1k stars", "b": "none", "name": "Popularity" }, { "a": "3.5/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Taskade scores 57.7 (C) on agent readiness against Atlassian Rovo MCP Server's 56.6 (C), and leads in 3 of 7 scored categories. Atlassian Rovo MCP Server leads on reliability, agent ergonomics, security \u0026 auth and transparency \u0026 trust.", "question": "Which is better for AI agents, Atlassian Rovo MCP Server or Taskade?" }, { "answer": "Both take an API key or an OAuth sign-in.", "question": "Do Atlassian Rovo MCP Server and Taskade need an API key?" }, { "answer": "Yes. Atlassian Rovo MCP Server has a hosted endpoint at https://mcp.atlassian.com/v2/mcp and Taskade at https://www.taskade.com/mcp.", "question": "Can an agent call Atlassian Rovo MCP Server and Taskade without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 50 against 40", "Agent ergonomics, 73 against 68", "Security \u0026 auth, 85 against 45", "Transparency \u0026 trust, 78 against 69" ], "also": null, "goodFor": "Teams already on Atlassian Cloud who want an agent to read and write Jira, Confluence and Bitbucket under the user's permissions with admin audit.", "slug": "atlassian-rovo-mcp", "watchFor": "No numeric rate limits or 429 guidance published for the MCP server" }, { "aheadOn": [ "Schema \u0026 documentation, 91 against 48", "Payments \u0026 pricing, 20 against 10", "Maintenance \u0026 community, 85 against 80" ], "also": [ "Runs on your own machine", "Free to start without a card", "No incidents deducted, where Atlassian Rovo MCP Server loses 3 points for them" ], "goodFor": "Small teams that keep projects, tasks and AI agents in one workspace and want an agent to read and change them.", "slug": "taskade", "watchFor": "Personal access tokens and OAuth grants carry no scopes beyond `mcp`, so no read-only credential exists" } ], "history": { "atlassian-rovo-mcp": [ { "causes": [ "correction" ], "date": "2026-11-04", "delta": -1.3, "from": 57.9, "fromGrade": "C", "to": 56.6, "toGrade": "C" }, { "causes": [ "method" ], "date": "2026-10-08", "delta": -0.2, "from": 58.1, "fromGrade": "C", "to": 57.9, "toGrade": "C" } ], "taskade": null }, "job": { "capability": "tasks.create", "name": "Issues and tasks" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asana-vs-atlassian-rovo-mcp.json", "title": "Asana vs Atlassian Rovo MCP Server", "url": "https://www.anchorterminal.com/compare/asana-vs-atlassian-rovo-mcp" }, { "json": "https://www.anchorterminal.com/compare/asana-vs-taskade.json", "title": "Asana vs Taskade", "url": "https://www.anchorterminal.com/compare/asana-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-basecamp.json", "title": "Atlassian Rovo MCP Server vs Basecamp", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-basecamp" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-clickup.json", "title": "Atlassian Rovo MCP Server vs ClickUp", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-clickup" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-financial-cents-mcp.json", "title": "Atlassian Rovo MCP Server vs Financial Cents MCP", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-financial-cents-mcp" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-monday.json", "title": "Atlassian Rovo MCP Server vs monday.com", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-monday" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-ones.json", "title": "Atlassian Rovo MCP Server vs ONES", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-ones" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-openproject.json", "title": "Atlassian Rovo MCP Server vs OpenProject", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-openproject" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-plane.json", "title": "Atlassian Rovo MCP Server vs Plane", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-plane" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-redmine.json", "title": "Atlassian Rovo MCP Server vs Redmine", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-redmine" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-roma.json", "title": "Atlassian Rovo MCP Server vs Roma", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-roma" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-shortcut.json", "title": "Atlassian Rovo MCP Server vs Shortcut", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-shortcut" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taiga.json", "title": "Atlassian Rovo MCP Server vs Taiga", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taiga" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-teamwork.json", "title": "Atlassian Rovo MCP Server vs Teamwork.com", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-teamwork" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-todoist.json", "title": "Atlassian Rovo MCP Server vs Todoist", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-todoist" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-trello.json", "title": "Atlassian Rovo MCP Server vs Trello", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-trello" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-wrike.json", "title": "Atlassian Rovo MCP Server vs Wrike", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-wrike" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-youtrack.json", "title": "Atlassian Rovo MCP Server vs YouTrack", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-youtrack" }, { "json": "https://www.anchorterminal.com/compare/basecamp-vs-taskade.json", "title": "Basecamp vs Taskade", "url": "https://www.anchorterminal.com/compare/basecamp-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/clickup-vs-taskade.json", "title": "ClickUp vs Taskade", "url": "https://www.anchorterminal.com/compare/clickup-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/financial-cents-mcp-vs-taskade.json", "title": "Financial Cents MCP vs Taskade", "url": "https://www.anchorterminal.com/compare/financial-cents-mcp-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/linear-mcp-vs-taskade.json", "title": "Linear MCP vs Taskade", "url": "https://www.anchorterminal.com/compare/linear-mcp-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/monday-vs-taskade.json", "title": "monday.com vs Taskade", "url": "https://www.anchorterminal.com/compare/monday-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/ones-vs-taskade.json", "title": "ONES vs Taskade", "url": "https://www.anchorterminal.com/compare/ones-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/openproject-vs-taskade.json", "title": "OpenProject vs Taskade", "url": "https://www.anchorterminal.com/compare/openproject-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/plane-vs-taskade.json", "title": "Plane vs Taskade", "url": "https://www.anchorterminal.com/compare/plane-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/redmine-vs-taskade.json", "title": "Redmine vs Taskade", "url": "https://www.anchorterminal.com/compare/redmine-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/roma-vs-taskade.json", "title": "Roma vs Taskade", "url": "https://www.anchorterminal.com/compare/roma-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/shortcut-vs-taskade.json", "title": "Shortcut vs Taskade", "url": "https://www.anchorterminal.com/compare/shortcut-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/taiga-vs-taskade.json", "title": "Taiga vs Taskade", "url": "https://www.anchorterminal.com/compare/taiga-vs-taskade" }, { "json": "https://www.anchorterminal.com/compare/taskade-vs-teamwork.json", "title": "Taskade vs Teamwork.com", "url": "https://www.anchorterminal.com/compare/taskade-vs-teamwork" }, { "json": "https://www.anchorterminal.com/compare/taskade-vs-todoist.json", "title": "Taskade vs Todoist", "url": "https://www.anchorterminal.com/compare/taskade-vs-todoist" }, { "json": "https://www.anchorterminal.com/compare/taskade-vs-trello.json", "title": "Taskade vs Trello", "url": "https://www.anchorterminal.com/compare/taskade-vs-trello" }, { "json": "https://www.anchorterminal.com/compare/taskade-vs-wrike.json", "title": "Taskade vs Wrike", "url": "https://www.anchorterminal.com/compare/taskade-vs-wrike" }, { "json": "https://www.anchorterminal.com/compare/taskade-vs-youtrack.json", "title": "Taskade vs YouTrack", "url": "https://www.anchorterminal.com/compare/taskade-vs-youtrack" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-notion-mcp.json", "title": "Atlassian Rovo MCP Server vs Notion MCP", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-notion-mcp" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-outline.json", "title": "Atlassian Rovo MCP Server vs Outline", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-outline" }, { "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-linear-mcp.json", "title": "Atlassian Rovo MCP Server vs Linear MCP", "url": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-linear-mcp" } ], "panel": null, "scores": [ { "atlassian-rovo-mcp": 50, "by": 10, "edge": "atlassian-rovo-mcp", "key": "reliability", "name": "Reliability", "taskade": 40, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "atlassian-rovo-mcp": 48, "by": 43, "edge": "taskade", "key": "schema", "name": "Schema \u0026 documentation", "taskade": 91, "weight": 13 }, { "atlassian-rovo-mcp": 73, "by": 5, "edge": "atlassian-rovo-mcp", "key": "ergonomics", "name": "Agent ergonomics", "taskade": 68, "weight": 13 }, { "atlassian-rovo-mcp": 85, "by": 40, "edge": "atlassian-rovo-mcp", "key": "security", "name": "Security \u0026 auth", "taskade": 45, "weight": 14 }, { "atlassian-rovo-mcp": 10, "by": 10, "edge": "taskade", "key": "payments", "name": "Payments \u0026 pricing", "taskade": 20, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "atlassian-rovo-mcp": 80, "by": 5, "edge": "taskade", "key": "maintenance", "name": "Maintenance \u0026 community", "taskade": 85, "weight": 7 }, { "atlassian-rovo-mcp": 78, "by": 9, "edge": "atlassian-rovo-mcp", "key": "transparency", "name": "Transparency \u0026 trust", "taskade": 69, "weight": 7 } ], "summary": "Taskade scores 57.7 (C) on agent readiness against Atlassian Rovo MCP Server's 56.6 (C), and leads in 3 of 7 scored categories. Atlassian Rovo MCP Server leads on reliability, agent ergonomics, security \u0026 auth and transparency \u0026 trust. Both do issues and tasks.", "tasks": null, "tutorials": [], "verdicts": { "atlassian-rovo-mcp": "Atlassian's hosted MCP server returns about 20 primary tools and loads the rest of a catalogue of about 247 on demand, with every call in the organisation audit log. No rate limits, 429 guidance or tool annotations are published, and tool removals in September and October were announced on the day or after they took effect.", "taskade": "Taskade's hosted MCP server and APIs are documented for agents, with public OpenAPI specs, annotated tools and structured errors that say when to retry. Its tokens are all-or-nothing, with no read-only scope, the hosted server needs a paid plan, and there is no SOC 2 report, DPA or published SLA." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taskade", "json": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taskade.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taskade.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taskade.min.md" }, "markdown": "Taskade scores 57.7 (C) on agent readiness against Atlassian Rovo MCP Server's 56.6 (C), and leads in 3 of 7 scored categories. Atlassian Rovo MCP Server leads on reliability, agent ergonomics, security \u0026 auth and transparency \u0026 trust. Both do issues and tasks.\n\n- Atlassian Rovo MCP Server: grade C, 56.6/100, rank #821 of 1486. Markdown https://www.anchorterminal.com/tools/atlassian-rovo-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/atlassian-rovo-mcp.json\n- Taskade: grade C, 57.7/100, rank #779 of 1486. Markdown https://www.anchorterminal.com/tools/taskade.md · JSON https://www.anchorterminal.com/api/v1/tools/taskade.json\n- Best issue tracking, docs and chat tools for AI agents: https://www.anchorterminal.com/best/productivity/index.md\n- All 46 work comparisons: https://www.anchorterminal.com/compare/productivity/index.md\n- Best project and task management tools for AI agents: https://www.anchorterminal.com/best/project-management/index.md\n- All 189 projects comparisons: https://www.anchorterminal.com/compare/project-management/index.md\n\n## Which one, for what\n\n### Atlassian Rovo MCP Server (C)\n\nGood for: Teams already on Atlassian Cloud who want an agent to read and write Jira, Confluence and Bitbucket under the user's permissions with admin audit.\n\nAhead on:\n- Reliability, 50 against 40\n- Agent ergonomics, 73 against 68\n- Security \u0026 auth, 85 against 45\n- Transparency \u0026 trust, 78 against 69\n\nWatch for: No numeric rate limits or 429 guidance published for the MCP server\n\n### Taskade (C)\n\nGood for: Small teams that keep projects, tasks and AI agents in one workspace and want an agent to read and change them.\n\nAhead on:\n- Schema \u0026 documentation, 91 against 48\n- Payments \u0026 pricing, 20 against 10\n- Maintenance \u0026 community, 85 against 80\n\nAlso in its favour:\n- Runs on your own machine\n- Free to start without a card\n- No incidents deducted, where Atlassian Rovo MCP Server loses 3 points for them\n\nWatch for: Personal access tokens and OAuth grants carry no scopes beyond `mcp`, so no read-only credential exists\n\n\n## Why the edge\n\n### Schema \u0026 documentation: Taskade +43\n\n- Atlassian Rovo MCP Server (48): MCP tools carry JSON Schema inputs by protocol, but the server is closed and the supported-tools page lists names and one-line purposes, not schemas, so typing on every tool couldn't be confirmed; 0 at the line's fixed value (was 15, not a checklist value). The developer site serves each guide as Markdown (supported-tools.md), though developer.atlassian.com/llms.txt answers 404 (10, was 5). Descriptions are one line of purpose, such as \"Create a new Jira work item\", with few saying when not to use a tool (8). Inputs unverified, and issue 244 reported a getJiraIssue argument that Vertex and Gemini reject, per the 1 October check (7). The README lists troubleshooting messages and the skills give usage examples, but there's no error catalogue (8). Versioned endpoints (v1, v2) and a dated changelog, newest entry 3 November 2026 (15). 0 + 10 + 8 + 7 + 8 + 15 = 48.\n- Taskade (91): OpenAPI 3.0.3 specs for REST v1 and Action v2 are linked from llms.txt and committed in the public taskade/mcp repository, which is where we read them because the site's /api/ path is disallowed in robots.txt (25). llms.txt, a developer docs index and a Markdown copy of each page (10). The hosted MCP docs say what each tool does, which role it needs and what the server cannot do; the v2 spec's operations carry no descriptions of their own (14 of 20). The v1 spec has 96 enums and 254 required lists (13 of 15). Error tables with causes and fixes on the MCP and API pages, and a documented error envelope (14 of 15). Versioned APIs (1.0.0, 2.0.0-beta), deprecations marked in the spec and a changelog updated almost daily (15). 25 + 10 + 14 + 13 + 14 + 15 = 91.\n\n### Security \u0026 auth: Atlassian Rovo MCP Server +40\n\n- Atlassian Rovo MCP Server (85): OAuth 2.1 bounded by the user's existing product permissions, with scopes per permission group, or API tokens in the `Authorization` header (Basic email and token, or a service-account Bearer key), never in the URL. Personal API tokens carry the user's full reach (26). Admins grant permission groups per product, delete_jira and manage_jira are off by default, destructive calls go through their own meta-tool, and admins can block client domains and enforce IP allowlists (16). The README and SECURITY.md describe prompt injection and tool poisoning and ask for human confirmation on destructive actions, guidance only (10). Every tool call lands in the organisation audit log under Rovo MCP User Actions (15). security.txt valid (Expires 4 February 2027, read on 4 November), a private disclosure route with a bug bounty named in SECURITY.md, and SOC 2 and ISO 27001 on the trust page, though the page doesn't say Rovo or MCP is in scope (18).\n- Taskade (45): OAuth 2.0 with PKCE, dynamic client registration, 1-hour access tokens and rotating refresh tokens, but the only scope is `mcp`. Personal access tokens are revocable, limited to five, carry no scopes and grant the whole account. Tokens go in headers (20 of 30). No read-only credential; workspace roles limit what tools can do, and the write and billed `_meta` flags let a client ask first, with no server-side confirmation (10 of 20). Tools return task, project, conversation and app text written by others, and no prompt-injection guidance was found (0). The security page says account and workspace activity is logged and exportable on request, with no immutable logs (7 of 15). security.txt valid to September 2027 and a 90-day coordinated disclosure policy, but SOC 2 and ISO 27001 are in progress with no report and there is no bug bounty (8 of 20). 20 + 10 + 0 + 7 + 8 = 45.\n\n### Reliability: Atlassian Rovo MCP Server +10\n\n- Atlassian Rovo MCP Server (50): Statuspage at rovo.status.atlassian.com with an MCP component, read from the page and history.atom (20). In the 90 days from 6 August the feed has two MCP incidents, degraded performance with timeouts on 21 October (15:30 to 18:25 UTC) and intermittent errors for some users on 22 October (14:42 to 18:16 UTC), both degradation rather than an outage, plus the 18 August Rovo chat streaming incident, which doesn't name MCP. Minor only (20). No numeric rate limits for the MCP server in the docs, README or supported-tools page (0). No 429 or retry guidance found (0). No SLA that names the MCP server found (0). v2 has been GA since 8 September 2026 (10). 20 + 20 + 0 + 0 + 0 + 10 = 50.\n- Taskade (40): Graded as a hosted service on the hosted MCP server and REST API v1. status.taskade.com is Taskade's own status portal, but it draws its data by script and no components could be read (10 of 20). No readable incident history (5). Rate limits have numbers only for `prompt_agent` (60 calls in 10 minutes) and `publish_kit_version` (5 an hour); the API docs say 429 marks a rate limit without stating it (5 of 15). The API returns 429 with Retry-After, MCP tools use `x-rate-limit-reset`, and tool errors say whether a retry is safe and after how many seconds (15). The terms commit to no uptime level without a separate written agreement, and only Enterprise mentions SLAs (0). REST API v1 is GA, while Action API v2, which most hosted MCP tools mirror, is beta (5 of 10). 10 + 5 + 5 + 15 + 0 + 5 = 40.\n\n### Payments \u0026 pricing: Taskade +10\n\n- Atlassian Rovo MCP Server (10): No x402, MPP or L402 (0). Usage draws Rovo credits. The usage-limits page says single-product lookups are free and enriched Teamwork Graph calls cost 1 to 10 credits each, and the supported-tools page gives 15 to 30 credits for Confluence infographic and visualisation tools, but no per-credit price sits next to them, so plan-level public pricing (10). Atlassian Cloud has free plans with no card, but no page we read says the MCP server is enabled on them, so 0 (was 10, not a checklist value). A person signs in through a browser OAuth flow or creates an API token (0). 0 + 10 + 0 + 0 = 10.\n- Taskade (20): No x402, MPP or L402 (0). Plan prices are public, billed yearly, with nothing per call (10). A Free plan needs no card, but the hosted MCP server is limited to paid plans and the pricing table lists the API from Business up, so the free tier reaches little of the agent surface (10 of 20). A person signs up in a browser and verifies an email before a token can be made (0). 0 + 10 + 10 + 0 = 20.\n\n### Transparency \u0026 trust: Atlassian Rovo MCP Server +9\n\n- Atlassian Rovo MCP Server (78): The hosted server is closed under Atlassian's customer agreement. The GitHub repository of docs, manifests and skills is Apache-2.0 (15). Atlassian publishes a privacy policy and DPA, but we didn't find MCP-specific retention statements and didn't fetch the DPA in this run (18). v1 retirement is dated (automatic move to v2 on 1 March 2027, /v1/sse unsupported after 30 June 2026) and tool renames are logged, with no stated notice period (18). Atlassian publishes subprocessors and data residency for Cloud, not checked for MCP in this run (10).\n- Taskade (69): Closed service under terms naming Taskcade Inc. and Delaware law, with the MCP server, plugin and OpenAPI specs under MIT (20 of 30). The privacy policy gives practices for retention (AI processing logs normally 30 days, account deletion within 30 days) but calls them targets, not contractual periods, and no DPA or SCCs are offered (15 of 30). Deprecated endpoints are marked in the docs and spec with their replacement, with no deprecation policy or dates (8 of 20). Hosting is AWS US East, and AI providers are named as examples, some in China, with the full list on request; analytics tools (Google Analytics, PostHog, Plausible, Sentry) are named (12 of 20). 20 + 15 + 8 + 12 = 55.\n\n### Agent ergonomics: Atlassian Rovo MCP Server +5\n\n- Atlassian Rovo MCP Server (73): About 247 tools are named on the supported-tools page (updated 2 November 2026), but v2 returns about 20 primary tools in tools/list, marked (Primary), with discover and the execute meta-tools loading the rest on demand, and admins enable permission groups per product. 11 to 30 tools gives 15, plus 10 back for dynamic loading and toolsets (25, was 20). Search and list tools take maxResults or limit, list tools such as listJiraIssueComments and searchTeams are paginated, and JQL, CQL and field selection filter results (20, was 15). Error messages are documented for IP allowlisting and auth, including 403s from IP rules or scopes, not per tool, so partly met (10 of 20). Read, write and destructive execution of deferred tools are separate meta-tools, but primary write tools are called by name, no readOnlyHint or destructiveHint is named in the tool docs and there is no idempotency guidance, so partly met (10 of 20). One URL and an OAuth sign-in, no SDK, required parameters per tool not published, so partly met (8 of 15). The three partly met lines keep their earlier values pending a rule on in-between values. 25 + 20 + 10 + 10 + 8 = 73.\n- Taskade (68): 47 hosted MCP tools are listed (5), with `inspect_space` line ranges and cursor pagination to size reads (3 back). Cursor pagination on list tools and a paginated, plan-filtered `list_spaces`, with few filters (15 of 20). MCP tool errors return `class`, `code`, `retry` and `retryAfterSec`, and invalid arguments come back as a tool result the model can correct (20). Every tool states readOnlyHint, destructiveHint and openWorldHint, and `_meta` flags mark writes and billed calls; no idempotency keys for creates were found (18 of 20). Setup is one URL with OAuth; the TypeScript SDK is in preview and not on npm, and no second official SDK exists (7 of 15). 8 + 15 + 20 + 18 + 7 = 68.\n\n## Score by category\n\n| Category | Weight | Atlassian Rovo MCP Server | Taskade | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 40 | Atlassian Rovo MCP Server +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 48 | 91 | Taskade +43 |\n| Agent ergonomics | 13% (16.2 this run) | 73 | 68 | Atlassian Rovo MCP Server +5 |\n| Security \u0026 auth | 14% (17.5 this run) | 85 | 45 | Atlassian Rovo MCP Server +40 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 20 | Taskade +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 80 | 85 | Taskade +5 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 78 | 69 | Atlassian Rovo MCP Server +9 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **56.6 · C** | **57.7 · C** | |\n\n## Facts side by side\n\n| Fact | Atlassian Rovo MCP Server | Taskade |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Atlassian | Taskcade Inc. |\n| Hosted endpoint | `https://mcp.atlassian.com/v2/mcp` | `https://www.taskade.com/mcp` |\n| Transports | Streamable HTTP, SSE (legacy) | Streamable HTTP, stdio |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Your plan | Freemium |\n| x402 | no | no |\n| Licence | proprietary | none |\n| Tools exposed | 247 | 47 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | `com.atlassian/atlassian-mcp-server` | `io.github.taskade/mcp-server` |\n| Last release | 2026-11-03 | 2026-11-05 |\n| Terms last updated | no date given | 2026-09-30 |\n| Privacy policy last updated | no date given | 2026-10-26 |\n| Customer content may train models | yes | not found in the text |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | yes | yes |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Popularity | 1.1k stars | none |\n| Agent reviews | 3.5/5 (2) | none |\n\n## How the scores have moved\n\n### Atlassian Rovo MCP Server\n\n- -1.3 on 4 November 2026: correction\n- -0.2 on 8 October 2026: checklist\n\n### Taskade\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Atlassian Rovo MCP Server.** Atlassian's hosted MCP server returns about 20 primary tools and loads the rest of a catalogue of about 247 on demand, with every call in the organisation audit log. No rate limits, 429 guidance or tool annotations are published, and tool removals in September and October were announced on the day or after they took effect.\n\n**Taskade.** Taskade's hosted MCP server and APIs are documented for agents, with public OpenAPI specs, annotated tools and structured errors that say when to retry. Its tokens are all-or-nothing, with no read-only scope, the hosted server needs a paid plan, and there is no SOC 2 report, DPA or published SLA.\n\n## Before you call either\n\n### Atlassian Rovo MCP Server\n\n1. Connect to `https://mcp.atlassian.com/v2/mcp`, not `/v1/sse`, which stopped being supported after 30 June 2026\n2. Call `discover` before execute, since flat tool names have changed under v2\n3. Pass `maxResults: 10` on JQL and CQL searches, as Atlassian's own skills require\n4. Expect a permission error rather than a tool for deletes until an admin enables delete_jira\n5. For headless runs send a service-account key as `Authorization: Bearer`, and note that JSM tools need this route\n\n### Taskade\n\n1. Call `list_spaces` first and page until `hasNextPage` is false, since a page can be empty while more remain\n2. Ask the user before any tool whose `_meta` has `taskade/write` or `taskade/billed`; `run_flow` and `prompt_agent` spend credits\n3. On an error, read `structuredContent.error.retry`: retry at once on safe, wait `retryAfterSec` on after_wait, stop on no\n4. Prefer OAuth over a personal token for interactive clients, because a personal token reaches the whole account\n5. Treat task, project, conversation and app text as untrusted content written by others\n\n## Questions\n\n### Which is better for AI agents, Atlassian Rovo MCP Server or Taskade?\n\nTaskade scores 57.7 (C) on agent readiness against Atlassian Rovo MCP Server's 56.6 (C), and leads in 3 of 7 scored categories. Atlassian Rovo MCP Server leads on reliability, agent ergonomics, security \u0026 auth and transparency \u0026 trust.\n\n### Do Atlassian Rovo MCP Server and Taskade need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Atlassian Rovo MCP Server and Taskade without installing anything?\n\nYes. Atlassian Rovo MCP Server has a hosted endpoint at https://mcp.atlassian.com/v2/mcp and Taskade at https://www.taskade.com/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taskade.json, and with the fewest tokens: https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taskade.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"atlassian-rovo-mcp\", \"b\": \"taskade\"}`. From a terminal: `anchor compare atlassian-rovo-mcp taskade`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/atlassian-rovo-mcp.json and https://www.anchorterminal.com/api/v1/tools/taskade.json\n\n## Other comparisons with Atlassian Rovo MCP Server or Taskade\n\n- [Asana vs Atlassian Rovo MCP Server](https://www.anchorterminal.com/compare/asana-vs-atlassian-rovo-mcp.md)\n- [Asana vs Taskade](https://www.anchorterminal.com/compare/asana-vs-taskade.md)\n- [Atlassian Rovo MCP Server vs Basecamp](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-basecamp.md)\n- [Atlassian Rovo MCP Server vs ClickUp](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-clickup.md)\n- [Atlassian Rovo MCP Server vs Financial Cents MCP](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-financial-cents-mcp.md)\n- [Atlassian Rovo MCP Server vs monday.com](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-monday.md)\n- [Atlassian Rovo MCP Server vs ONES](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-ones.md)\n- [Atlassian Rovo MCP Server vs OpenProject](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-openproject.md)\n- [Atlassian Rovo MCP Server vs Plane](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-plane.md)\n- [Atlassian Rovo MCP Server vs Redmine](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-redmine.md)\n- [Atlassian Rovo MCP Server vs Roma](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-roma.md)\n- [Atlassian Rovo MCP Server vs Shortcut](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-shortcut.md)\n- [Atlassian Rovo MCP Server vs Taiga](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-taiga.md)\n- [Atlassian Rovo MCP Server vs Teamwork.com](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-teamwork.md)\n- [Atlassian Rovo MCP Server vs Todoist](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-todoist.md)\n- [Atlassian Rovo MCP Server vs Trello](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-trello.md)\n- [Atlassian Rovo MCP Server vs Wrike](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-wrike.md)\n- [Atlassian Rovo MCP Server vs YouTrack](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-youtrack.md)\n- [Basecamp vs Taskade](https://www.anchorterminal.com/compare/basecamp-vs-taskade.md)\n- [ClickUp vs Taskade](https://www.anchorterminal.com/compare/clickup-vs-taskade.md)\n- [Financial Cents MCP vs Taskade](https://www.anchorterminal.com/compare/financial-cents-mcp-vs-taskade.md)\n- [Linear MCP vs Taskade](https://www.anchorterminal.com/compare/linear-mcp-vs-taskade.md)\n- [monday.com vs Taskade](https://www.anchorterminal.com/compare/monday-vs-taskade.md)\n- [ONES vs Taskade](https://www.anchorterminal.com/compare/ones-vs-taskade.md)\n- [OpenProject vs Taskade](https://www.anchorterminal.com/compare/openproject-vs-taskade.md)\n- [Plane vs Taskade](https://www.anchorterminal.com/compare/plane-vs-taskade.md)\n- [Redmine vs Taskade](https://www.anchorterminal.com/compare/redmine-vs-taskade.md)\n- [Roma vs Taskade](https://www.anchorterminal.com/compare/roma-vs-taskade.md)\n- [Shortcut vs Taskade](https://www.anchorterminal.com/compare/shortcut-vs-taskade.md)\n- [Taiga vs Taskade](https://www.anchorterminal.com/compare/taiga-vs-taskade.md)\n- [Taskade vs Teamwork.com](https://www.anchorterminal.com/compare/taskade-vs-teamwork.md)\n- [Taskade vs Todoist](https://www.anchorterminal.com/compare/taskade-vs-todoist.md)\n- [Taskade vs Trello](https://www.anchorterminal.com/compare/taskade-vs-trello.md)\n- [Taskade vs Wrike](https://www.anchorterminal.com/compare/taskade-vs-wrike.md)\n- [Taskade vs YouTrack](https://www.anchorterminal.com/compare/taskade-vs-youtrack.md)\n- [Atlassian Rovo MCP Server vs Notion MCP](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-notion-mcp.md)\n- [Atlassian Rovo MCP Server vs Outline](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-outline.md)\n- [Atlassian Rovo MCP Server vs Linear MCP](https://www.anchorterminal.com/compare/atlassian-rovo-mcp-vs-linear-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": "2026-11-07", "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": "Atlassian Rovo MCP Server vs Taskade", "url": "" } ], "description": "Taskade scores 57.7 (C) to Atlassian Rovo's 56.6 (C) for issues and tasks. 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