{
  "data": {
    "a": {
      "slug": "amplitude",
      "name": "Amplitude",
      "vendor": "Amplitude, Inc.",
      "vendorUrl": "https://amplitude.com",
      "kind": "http-api",
      "category": "product-analytics",
      "summary": "Amplitude is a hosted product analytics platform that records user events and answers questions about funnels, retention, cohorts, experiments and feature flags. Agents reach it through an official remote MCP server, REST APIs and the `amp` command line.",
      "url": "https://www.anchorterminal.com/tools/amplitude",
      "markdownUrl": "https://www.anchorterminal.com/tools/amplitude.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/amplitude.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/amplitude.json",
      "repo": "https://github.com/amplitude/mcp-marketplace",
      "license": "Proprietary service under Amplitude's terms of service. The SDKs, the `amp` CLI and the MCP marketplace plugins on GitHub and npm are MIT",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://mcp.amplitude.com/mcp",
      "packages": [
        {
          "registry": "npm",
          "name": "@amplitude/developer-cli"
        },
        {
          "registry": "npm",
          "name": "@amplitude/analytics-node"
        },
        {
          "registry": "pypi",
          "name": "amplitude-analytics"
        }
      ],
      "auth": "mixed",
      "authNotes": "Access is self-serve, with no app review or partner approval. The MCP server takes only OAuth 2.0 (authorisation code with PKCE S256, dynamic client registration, scopes `mcp:read`, `mcp:write` and `offline_access`), and a person signs in to Amplitude in a browser. Each call runs with that user's permissions, limited by two role actions, Use MCP (read) and Use MCP (write), per project. The Developer API takes a Bearer token from the OAuth device flow or a personal access token with eight scopes. The older REST APIs use HTTP Basic with a project API key and secret key, the Experiment Management API a management key, and HTTP V2 ingestion the public project API key in the request body.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with 2 million events a month and no card, and the pricing page says MCP and agent access work on every plan. Plus is usage-based from $0 with the first 2 million events free, up to 70 million, and needs a card to see an estimate. Growth and Enterprise are priced by sales. API and MCP calls aren't metered in money. There's no separate sandbox, so an agent starts on a Free organisation (https://amplitude.com/pricing, checked 2026-10-07).",
      "priceSummary": "Freemium",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the API docs, the Developer API's OpenAPI document or the pricing page (checked 2026-10-07).",
        "endpoints": []
      },
      "toolCount": 45,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 1331780,
        "pypiWeekly": 1779665,
        "asOf": "2026-10-07"
      },
      "docsUrl": "https://amplitude.com/docs/apis",
      "llmsTxt": "https://amplitude.com/docs/llms.txt",
      "openapi": "https://developer-api.amplitude.com/openapi.yaml",
      "registryName": "com.amplitude/mcp-server",
      "capabilities": [
        "analytics.query",
        "analytics.funnels",
        "analytics.experiments",
        "analytics.flags",
        "analytics.events"
      ],
      "tags": [
        "official",
        "hosted",
        "mcp",
        "oauth",
        "openapi",
        "llms-txt",
        "freemium",
        "free-tier",
        "no-card",
        "eu-region",
        "cli",
        "status-page",
        "soc2",
        "python",
        "typescript"
      ],
      "lastRelease": "2026-10-02",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 66.2,
        "grade": "B",
        "agentReady": false,
        "rank": 275,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 5,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 83,
          "payments": 30,
          "reliability": 60,
          "schema": 72,
          "security": 74,
          "transparency": 78
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-07"
        },
        "negative": 0,
        "verdict": "The remote MCP server covers queries, funnels, retention, experiments and flags under OAuth with PKCE, read and write scopes and per-project role actions, and the Free plan needs no card. No MCP rate limits or SLA were found, and status.amplitude.com records a critical outage of the UI, MCP and REST APIs on 13 July 2026.",
        "bestFor": "A team already on Amplitude that wants an agent to query charts, funnels, retention and experiment results, edit dashboards and manage the tracking plan under its own permissions.",
        "strengths": [
          "Remote MCP server with 45 documented tools for queries, funnels, retention, cohorts, experiments, flags and the tracking plan, on US and EU hosts",
          "OAuth with PKCE, dynamic client registration, a revocation endpoint and `mcp:read` and `mcp:write` scopes, plus two role actions enforced per project on every call",
          "Progressive discovery (`?discovery=progressive`) starts with a small tool list and loads schemas on demand",
          "Deletes need a second call with `confirmed` set to true, and cohort syncs preview the export before sending",
          "Free plan with 2 million events a month and no card, and the pricing page says MCP works on every plan"
        ],
        "weaknesses": [
          "No rate limit for the MCP server or the Developer API was found in the reviewed documentation",
          "status.amplitude.com lists one critical and six major incidents between 9 July and 23 September 2026, with the UI, MCP and REST APIs down on 13 July",
          "No SLA found, and the terms of 21 July 2026 disclaim uninterrupted service",
          "MCP is on by default for every user, and the Member, Manager and Admin roles include write access until an admin changes them",
          "Session replays, feedback comments and user properties reach the model with no prompt-injection guidance for hosts"
        ],
        "agentNotes": [
          "Connect to https://mcp.amplitude.com/mcp, or https://mcp.eu.amplitude.com/mcp for EU projects. The client must support streaming HTTP and OAuth, since API keys aren't accepted",
          "Append `?discovery=progressive` to load tool schemas on demand, then call `get_amplitude_context` first to pick the project and read its AI context",
          "Ask an admin for a role with only Use MCP (read) on the projects you need. Tools stay listed and fail at call time when the role lacks the action",
          "Send events through the HTTP V2 API with an `insert_id` on each one. On 429, pause that user or device for 30 seconds before retrying",
          "Budget Dashboard REST queries by cost (days times conditions times chart cost), within 108,000 an hour and 5 concurrent requests per project"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 66.2
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 83,
          "payments": 30,
          "reliability": 60,
          "schema": 72,
          "security": 74,
          "transparency": 63
        },
        "provenanceScore": 93
      },
      "connect": {
        "install": "npm install -g @amplitude/developer-cli",
        "http": "curl --location --request GET 'https://amplitude.com/api/3/chart/:chart_id/csv' \\\n-u '{api_key}:{secret_key}'",
        "claudeCode": "claude mcp add -t http -s user Amplitude \"https://mcp.amplitude.com/mcp\"",
        "config": {
          "mcpServers": {
            "amplitude": {
              "type": "http",
              "url": "https://mcp.amplitude.com/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/analytics.query",
        "tool": "https://letme.dev/amplitude"
      },
      "area": "business",
      "provenance": {
        "legalEntity": "Amplitude, Inc.",
        "domain": "amplitude.com",
        "domainRegistered": "1996-05-09",
        "endpointOnVendorDomain": true,
        "terms": "https://amplitude.com/terms",
        "privacy": "https://amplitude.com/privacy",
        "statusPage": "https://status.amplitude.com",
        "changelog": "https://amplitude.com/releases",
        "securityTxt": "valid",
        "checked": "2026-10-07",
        "notes": [
          "The terms of service (effective 21 July 2026) and the privacy notice (updated 31 August 2026) name Amplitude, Inc., 201 3rd Street, Suite 200, San Francisco, CA 94103.",
          "The MCP server answers at mcp.amplitude.com and mcp.eu.amplitude.com, the Developer API at developer-api.amplitude.com and ingestion at api2.amplitude.com, all amplitude.com subdomains.",
          "amplitude.com/.well-known/security.txt gives a Bugcrowd tracker and security@amplitude.com as contacts and expires 2028-12-31.",
          "RDAP for amplitude.com gives a registration date of 1996-05-09.",
          "The data processing addendum for the terms of service is dated 4 June 2024 and points to the sub-processor list at amplitude.com/subprocessor-list, updated 13 May 2026."
        ],
        "score": 93
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/amplitude.json",
      "live": {
        "slug": "amplitude",
        "probe": {
          "target": "https://mcp.amplitude.com/mcp",
          "method": "get",
          "lastAt": "2026-10-09T11:46:21.695627315Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 549,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 594,
          "p95ms24h": 768,
          "samples24h": 218,
          "samples30d": 218,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 93,
              "ok": 93
            },
            {
              "date": "2026-10-09",
              "probes": 125,
              "ok": 125
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.amplitude.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-09T11:37:00.33143417Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "com.amplitude/mcp-server",
            "version": "1.0.0",
            "seenAt": "2026-10-09T02:57:46.004536428Z"
          },
          {
            "registry": "npm",
            "name": "@amplitude/analytics-node",
            "version": "1.5.77",
            "seenAt": "2026-10-08T15:58:25.174053517Z"
          },
          {
            "registry": "npm",
            "name": "@amplitude/developer-cli",
            "version": "0.4.0",
            "seenAt": "2026-10-08T15:58:22.636133576Z"
          },
          {
            "registry": "pypi",
            "name": "amplitude-analytics",
            "version": "1.2.3",
            "released": "2026-03-31",
            "seenAt": "2026-10-08T15:58:25.442829492Z"
          }
        ],
        "githubStars": 42,
        "npmWeekly": 342,
        "pypiWeekly": 1809174,
        "securityTxt": {
          "url": "https://amplitude.com/.well-known/security.txt",
          "state": "valid",
          "expires": "2028-12-31T23:59:00Z",
          "checkedAt": "2026-10-08T15:39:04.89032491Z"
        },
        "pages": [
          {
            "url": "https://amplitude.com/releases",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:13.946806462Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "e25c77cfb3bd"
          },
          {
            "url": "https://amplitude.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:09.559713411Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d56d9e255a26"
          },
          {
            "url": "https://amplitude.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:12.282612959Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3846fead0f52"
          },
          {
            "url": "https://amplitude.com/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:16.012895377Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "7137cb0d60a7"
          }
        ],
        "updatedAt": "2026-10-09T11:46:21.695627315Z"
      }
    },
    "answer": "Amplitude scores 66.2 (B) on agent readiness against Woopra's 44.4 (E), and leads in 5 of 7 scored categories. Woopra leads on reliability.",
    "b": {
      "slug": "woopra",
      "name": "Woopra",
      "vendor": "Woopra, Inc.",
      "vendorUrl": "https://www.woopra.com",
      "kind": "http-api",
      "category": "product-analytics",
      "summary": "Woopra is a hosted customer journey and product analytics service from Woopra, Inc., an Appier affiliate. Its HTTP tracking API records events and visitor properties, and its REST API returns saved reports, profiles and raw session logs.",
      "url": "https://www.anchorterminal.com/tools/woopra",
      "markdownUrl": "https://www.anchorterminal.com/tools/woopra.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/woopra.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/woopra.json",
      "repo": "https://github.com/Woopra/js-client-tracker",
      "license": "Proprietary service under Woopra's terms of service. The browser tracker and the SDKs on GitHub are MIT, and the Node package is ISC",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://www.woopra.com/rest/3.10",
      "packages": [
        {
          "registry": "npm",
          "name": "woopra"
        },
        {
          "registry": "npm",
          "name": "@woopra/browser-tracker"
        }
      ],
      "auth": "mixed",
      "authNotes": "Self-serve. REST calls use HTTP Basic with an App ID and Secret Key that each user generates on the Access Keys tab of the members area. Tracking calls need only the project name unless the owner enables Secure Tracking, which adds a generated ID and secret sent by HTTP Basic. No OAuth, scopes or partner approval were found in the docs.",
      "pricing": "paid",
      "pricingNotes": "Pro starts at $999 a month for 5 million events, with a 30-day trial that an agent's owner can start without a contract. Overage fees apply past the event quota, at rates the pricing page does not state. Enterprise is quoted. Whether the trial signup asks for a card was not established (https://www.woopra.com/pricing, checked 2026-10-09).",
      "priceSummary": "$999 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the developer docs or on the pricing page (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 415,
        "pypiWeekly": null,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://docs.woopra.com",
      "llmsTxt": "https://docs.woopra.com/llms.txt",
      "capabilities": [
        "analytics.query",
        "analytics.events",
        "analytics.funnels"
      ],
      "tags": [
        "hosted",
        "closed-source",
        "llms-txt",
        "basic-auth",
        "no-oauth",
        "free-trial",
        "status-page",
        "rate-limits",
        "export",
        "sales-led"
      ],
      "lastRelease": "2026-03-16",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 44.4,
        "grade": "E",
        "agentReady": false,
        "rank": 779,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 12,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 45,
          "maintenance": 9,
          "payments": 30,
          "reliability": 80,
          "schema": 45,
          "security": 22,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-09"
        },
        "negative": 0,
        "verdict": "Woopra's REST API returns saved Trends, Journeys, Retention and Attribution reports, profiles and raw session logs, with published limits of 300 calls a minute and 3,000 a day per project. A report must first be built in the web app, the tracking endpoints accept events without a secret by default, and no changelog or SLA was found.",
        "bestFor": "An agent that reads a company's existing Woopra reports, looks up or edits customer profiles, or exports raw sessions on a schedule.",
        "strengths": [
          "Rate limits are published per project at 300 calls a minute, 600 an hour and 3,000 a day, and limited calls return 429",
          "Report endpoints take `limit`, `offset`, a `snapshot` ID for consistent paging past 1,000 records, and `timeframe_from` and `timeframe_to` overrides",
          "status.woopra.com (Statuspage) lists no incidents for August, September or October 2026 across Data Processing, Data Collection and the front-end application",
          "`/logs/export` returns raw sessions as line-separated JSON, and `/logs/import` loads them in bulk and returns a batch ID to poll",
          "The terms of service (10 December 2025) name nine sub-processors with addresses and countries, and say the customer owns the tracking data"
        ],
        "weaknesses": [
          "Report endpoints run a report saved in the web app by `report_id`. No endpoint to define a query, funnel or segment was found in the reference",
          "`/track/ce` and `/track/identify` accept data with only the project name unless the owner turns on Secure Tracking",
          "No API changelog, deprecation policy or SLA was found. The terms promise commercially reasonable efforts on availability",
          "Server SDKs are old. The Node, Python, Java and Rails repositories were last committed to in 2017, and npm `woopra` is 1.0.2",
          "The terms of service forbid using any robot, spider, scraper or other automated means to access the Site, a term defined to include the Services",
          "Most REST operations document no response schema, and the `/profiles` page repeats the `/trends` description"
        ],
        "agentNotes": [
          "Ask the owner to build and save each report in the web app first, then pass the last path segment of its URL as `report_id`",
          "Authenticate REST calls with HTTP Basic, using the App ID and Secret Key from the Access Keys tab, against `https://www.woopra.com/rest/3.10/`",
          "Stay under 300 calls a minute, 600 an hour and 3,000 a day per project. A 429 carries no documented retry interval, so back off on your own schedule",
          "Reuse the `snapshot` ID from the first response when paging with `offset`, or pages past 1,000 records may not agree",
          "Send `cookie` or a `cv_` identifier such as `cv_email` on every track call. Without one the event lands on a random profile that can't be identified later",
          "When reading `/logs/export`, delete the profile named in each `type: \"delete\"` line. The following lines log its data again under `new_id`"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 44.4
          }
        ],
        "editorialScores": {
          "ergonomics": 45,
          "maintenance": 9,
          "payments": 30,
          "reliability": 80,
          "schema": 45,
          "security": 22,
          "transparency": 45
        },
        "provenanceScore": 77
      },
      "connect": {
        "http": "curl \\\n--user \u003cApp Id\u003e:\u003cSecret Key\u003e \\\n\"https://www.woopra.com/rest/3.10/trends?project=mybusiness.com\u0026start_day=2017-4-12\u0026end_day=2017-5-19\u0026report_id=83mYcoe6jX\""
      },
      "letme": {
        "capability": "https://letme.dev/analytics.query",
        "tool": "https://letme.dev/woopra"
      },
      "area": "business",
      "unitPrices": [
        {
          "item": "Pro, 5 million events a month",
          "unit": "month",
          "usd": 999,
          "note": "starting price, overage fees apply"
        }
      ],
      "provenance": {
        "legalEntity": "Woopra, Inc.",
        "domain": "woopra.com",
        "domainRegistered": "2007-02-23",
        "endpointOnVendorDomain": true,
        "terms": "https://www.woopra.com/tos",
        "privacy": "https://www.woopra.com/privacy",
        "statusPage": "https://status.woopra.com",
        "changelog": "",
        "securityTxt": "unknown",
        "checked": "2026-10-09",
        "notes": [
          "The terms of service (last updated 10 December 2025) are a contract with Woopra, Inc., its subsidiaries and affiliated companies including Appier, and cover the website and the subscription services in one document. They give 600 California St, Fl 11, San Francisco, CA 94108 as the legal address.",
          "The privacy policy (last updated 1 August 2025) covers customers and site visitors and says it does not apply to end-user data that Woopra processes for customers. It names Appier Netherlands B.V. as EU representative. No public DPA was found, and the GDPR page says a copy is sent on request.",
          "The REST and tracking endpoints answer under https://www.woopra.com/rest and https://www.woopra.com/track, on the vendor's own domain. robots.txt on that host disallows both paths, and we sent no request to either.",
          "www.woopra.com/.well-known/security.txt timed out twice with no bytes received, so its presence is unknown.",
          "status.woopra.com is an Atlassian Statuspage site. Its address was not linked from the pages we read and was tried directly.",
          "No changelog for the API was found. docs.woopra.com/changelog returns 404, and the browser tracker's CHANGELOG.md stops at v5.3.0 of 15 September 2021.",
          "RDAP for woopra.com gives a registration date of 2007-02-23 and Spaceship, Inc. as registrar."
        ],
        "score": 77
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/woopra.json",
      "live": {
        "slug": "woopra",
        "probe": {
          "target": "https://www.woopra.com/rest/3.10",
          "method": "get",
          "lastAt": "2026-10-09T11:46:46.117292866Z",
          "lastOk": false,
          "lastStatus": 500,
          "lastMs": 40,
          "lastNote": "server error",
          "authRequired": false,
          "uptime24h": 0,
          "uptime30d": 0,
          "p50ms24h": 0,
          "p95ms24h": 0,
          "samples24h": 44,
          "samples30d": 44,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 44,
              "ok": 0
            }
          ],
          "outages": [
            {
              "start": "2026-10-09T07:40:43.906309049Z",
              "end": "0001-01-01T00:00:00Z",
              "note": "HTTP 500 server error"
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.woopra.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-09T11:41:17.894640446Z"
        },
        "updatedAt": "2026-10-09T11:46:46.117292866Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Amplitude, Inc.",
        "b": "Woopra, Inc.",
        "name": "Vendor"
      },
      {
        "a": "https://mcp.amplitude.com/mcp",
        "b": "https://www.woopra.com/rest/3.10",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under Amplitude's terms of service. The SDKs, the `amp` CLI and the MCP marketplace plugins on GitHub and npm are MIT",
        "b": "Proprietary service under Woopra's terms of service. The browser tracker and the SDKs on GitHub are MIT, and the Node package is ISC",
        "name": "Licence"
      },
      {
        "a": "45",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
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      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "com.amplitude/mcp-server",
        "b": "not listed",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-02",
        "b": "2026-03-16",
        "name": "Last release"
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      {
        "a": "2026-07-21",
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        "name": "Terms last updated"
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        "a": "2026-08-31",
        "b": "2025-08-01",
        "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": "not found in the text",
        "name": "Terms restrict benchmarking"
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      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "1.3M npm/wk, 1.8M PyPI/wk",
        "b": "415 npm/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Amplitude scores 66.2 (B) on agent readiness against Woopra's 44.4 (E), and leads in 5 of 7 scored categories. Woopra leads on reliability.",
        "question": "Which is better for AI agents, Amplitude or Woopra?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do Amplitude and Woopra need an API key?"
      },
      {
        "answer": "Yes. Amplitude has a hosted endpoint at https://mcp.amplitude.com/mcp and Woopra at https://www.woopra.com/rest/3.10.",
        "question": "Can an agent call Amplitude and Woopra without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Schema \u0026 documentation, 72 against 45",
          "Agent ergonomics, 72 against 45",
          "Security \u0026 auth, 74 against 22",
          "Maintenance \u0026 community, 83 against 9",
          "Transparency \u0026 trust, 78 against 61"
        ],
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "A team already on Amplitude that wants an agent to query charts, funnels, retention and experiment results, edit dashboards and manage the tracking plan under its own permissions.",
        "slug": "amplitude",
        "watchFor": "No rate limit for the MCP server or the Developer API was found in the reviewed documentation"
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      {
        "aheadOn": [
          "Reliability, 80 against 60"
        ],
        "also": null,
        "goodFor": "An agent that reads a company's existing Woopra reports, looks up or edits customer profiles, or exports raw sessions on a schedule.",
        "slug": "woopra",
        "watchFor": "Report endpoints run a report saved in the web app by `report_id`. No endpoint to define a query, funnel or segment was found in the reference"
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      {
        "json": "https://www.anchorterminal.com/compare/amplitude-vs-fullstory.json",
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      {
        "json": "https://www.anchorterminal.com/compare/amplitude-vs-growthbook.json",
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        "json": "https://www.anchorterminal.com/compare/amplitude-vs-optimizely.json",
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      {
        "json": "https://www.anchorterminal.com/compare/amplitude-vs-pendo.json",
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        "url": "https://www.anchorterminal.com/compare/amplitude-vs-pendo"
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      {
        "json": "https://www.anchorterminal.com/compare/amplitude-vs-posthog.json",
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        "url": "https://www.anchorterminal.com/compare/amplitude-vs-posthog"
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        "json": "https://www.anchorterminal.com/compare/amplitude-vs-statsig.json",
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        "url": "https://www.anchorterminal.com/compare/fullstory-vs-woopra"
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        "json": "https://www.anchorterminal.com/compare/growthbook-vs-woopra.json",
        "title": "GrowthBook vs Woopra",
        "url": "https://www.anchorterminal.com/compare/growthbook-vs-woopra"
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    "scores": [
      {
        "amplitude": 60,
        "by": 20,
        "edge": "woopra",
        "key": "reliability",
        "name": "Reliability",
        "weight": 16,
        "woopra": 80
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "amplitude": 72,
        "by": 27,
        "edge": "amplitude",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13,
        "woopra": 45
      },
      {
        "amplitude": 72,
        "by": 27,
        "edge": "amplitude",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13,
        "woopra": 45
      },
      {
        "amplitude": 74,
        "by": 52,
        "edge": "amplitude",
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14,
        "woopra": 22
      },
      {
        "amplitude": 30,
        "by": 0,
        "edge": "",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10,
        "woopra": 30
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "amplitude": 83,
        "by": 74,
        "edge": "amplitude",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7,
        "woopra": 9
      },
      {
        "amplitude": 78,
        "by": 17,
        "edge": "amplitude",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7,
        "woopra": 61
      }
    ],
    "summary": "Amplitude scores 66.2 (B) on agent readiness against Woopra's 44.4 (E), and leads in 5 of 7 scored categories. Woopra leads on reliability. Both do analytics query.",
    "verdicts": {
      "amplitude": "The remote MCP server covers queries, funnels, retention, experiments and flags under OAuth with PKCE, read and write scopes and per-project role actions, and the Free plan needs no card. No MCP rate limits or SLA were found, and status.amplitude.com records a critical outage of the UI, MCP and REST APIs on 13 July 2026.",
      "woopra": "Woopra's REST API returns saved Trends, Journeys, Retention and Attribution reports, profiles and raw session logs, with published limits of 300 calls a minute and 3,000 a day per project. A report must first be built in the web app, the tracking endpoints accept events without a secret by default, and no changelog or SLA was found."
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  "markdown": "Amplitude scores 66.2 (B) on agent readiness against Woopra's 44.4 (E), and leads in 5 of 7 scored categories. Woopra leads on reliability. Both do analytics query.\n\n- Amplitude: grade B, 66.2/100, rank #275 of 842. Markdown https://www.anchorterminal.com/tools/amplitude.md · JSON https://www.anchorterminal.com/api/v1/tools/amplitude.json\n- Woopra: grade E, 44.4/100, rank #779 of 842. Markdown https://www.anchorterminal.com/tools/woopra.md · JSON https://www.anchorterminal.com/api/v1/tools/woopra.json\n\n## Which one, for what\n\n### Amplitude (B)\n\nGood for: A team already on Amplitude that wants an agent to query charts, funnels, retention and experiment results, edit dashboards and manage the tracking plan under its own permissions.\n\nAhead on:\n- Schema \u0026 documentation, 72 against 45\n- Agent ergonomics, 72 against 45\n- Security \u0026 auth, 74 against 22\n- Maintenance \u0026 community, 83 against 9\n- Transparency \u0026 trust, 78 against 61\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: No rate limit for the MCP server or the Developer API was found in the reviewed documentation\n\n### Woopra (E)\n\nGood for: An agent that reads a company's existing Woopra reports, looks up or edits customer profiles, or exports raw sessions on a schedule.\n\nAhead on:\n- Reliability, 80 against 60\n\nWatch for: Report endpoints run a report saved in the web app by `report_id`. No endpoint to define a query, funnel or segment was found in the reference\n\n\n## Score by category\n\n| Category | Weight | Amplitude | Woopra | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 60 | 80 | Woopra +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 72 | 45 | Amplitude +27 |\n| Agent ergonomics | 13% (16.2 this run) | 72 | 45 | Amplitude +27 |\n| Security \u0026 auth | 14% (17.5 this run) | 74 | 22 | Amplitude +52 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 30 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 83 | 9 | Amplitude +74 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 78 | 61 | Amplitude +17 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **66.2 · B** | **44.4 · E** | |\n\n## Facts side by side\n\n| Fact | Amplitude | Woopra |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Amplitude, Inc. | Woopra, Inc. |\n| Hosted endpoint | `https://mcp.amplitude.com/mcp` | `https://www.woopra.com/rest/3.10` |\n| Transports | HTTP, Streamable HTTP | HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Paid |\n| x402 | no | no |\n| Licence | Proprietary service under Amplitude's terms of service. The SDKs, the `amp` CLI and the MCP marketplace plugins on GitHub and npm are MIT | Proprietary service under Woopra's terms of service. The browser tracker and the SDKs on GitHub are MIT, and the Node package is ISC |\n| Tools exposed | 45 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `com.amplitude/mcp-server` | not listed |\n| Last release | 2026-10-02 | 2026-03-16 |\n| Terms last updated | 2026-07-21 | 2025-12-10 |\n| Privacy policy last updated | 2026-08-31 | 2025-08-01 |\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 | not found in the text |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | yes | yes |\n| Popularity | 1.3M npm/wk, 1.8M PyPI/wk | 415 npm/wk |\n\n## Verdicts\n\n**Amplitude.** The remote MCP server covers queries, funnels, retention, experiments and flags under OAuth with PKCE, read and write scopes and per-project role actions, and the Free plan needs no card. No MCP rate limits or SLA were found, and status.amplitude.com records a critical outage of the UI, MCP and REST APIs on 13 July 2026.\n\n**Woopra.** Woopra's REST API returns saved Trends, Journeys, Retention and Attribution reports, profiles and raw session logs, with published limits of 300 calls a minute and 3,000 a day per project. A report must first be built in the web app, the tracking endpoints accept events without a secret by default, and no changelog or SLA was found.\n\n## Before you call either\n\n### Amplitude\n\n1. Connect to https://mcp.amplitude.com/mcp, or https://mcp.eu.amplitude.com/mcp for EU projects. The client must support streaming HTTP and OAuth, since API keys aren't accepted\n2. Append `?discovery=progressive` to load tool schemas on demand, then call `get_amplitude_context` first to pick the project and read its AI context\n3. Ask an admin for a role with only Use MCP (read) on the projects you need. Tools stay listed and fail at call time when the role lacks the action\n4. Send events through the HTTP V2 API with an `insert_id` on each one. On 429, pause that user or device for 30 seconds before retrying\n5. Budget Dashboard REST queries by cost (days times conditions times chart cost), within 108,000 an hour and 5 concurrent requests per project\n\n### Woopra\n\n1. Ask the owner to build and save each report in the web app first, then pass the last path segment of its URL as `report_id`\n2. Authenticate REST calls with HTTP Basic, using the App ID and Secret Key from the Access Keys tab, against `https://www.woopra.com/rest/3.10/`\n3. Stay under 300 calls a minute, 600 an hour and 3,000 a day per project. A 429 carries no documented retry interval, so back off on your own schedule\n4. Reuse the `snapshot` ID from the first response when paging with `offset`, or pages past 1,000 records may not agree\n5. Send `cookie` or a `cv_` identifier such as `cv_email` on every track call. Without one the event lands on a random profile that can't be identified later\n6. When reading `/logs/export`, delete the profile named in each `type: \"delete\"` line. The following lines log its data again under `new_id`\n\n## Questions\n\n### Which is better for AI agents, Amplitude or Woopra?\n\nAmplitude scores 66.2 (B) on agent readiness against Woopra's 44.4 (E), and leads in 5 of 7 scored categories. Woopra leads on reliability.\n\n### Do Amplitude and Woopra need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Amplitude and Woopra without installing anything?\n\nYes. Amplitude has a hosted endpoint at https://mcp.amplitude.com/mcp and Woopra at https://www.woopra.com/rest/3.10.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/amplitude-vs-woopra.json, and with the fewest tokens: https://www.anchorterminal.com/compare/amplitude-vs-woopra.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"amplitude\", \"b\": \"woopra\"}`. From a terminal: `anchor compare amplitude woopra`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/amplitude.json and https://www.anchorterminal.com/api/v1/tools/woopra.json\n\n## Other comparisons with Amplitude or Woopra\n\n- [Amplitude vs Countly](https://www.anchorterminal.com/compare/amplitude-vs-countly.md)\n- [Amplitude vs Fullstory](https://www.anchorterminal.com/compare/amplitude-vs-fullstory.md)\n- [Amplitude vs GrowthBook](https://www.anchorterminal.com/compare/amplitude-vs-growthbook.md)\n- [Amplitude vs Mixpanel](https://www.anchorterminal.com/compare/amplitude-vs-mixpanel.md)\n- [Amplitude vs Optimizely Experimentation](https://www.anchorterminal.com/compare/amplitude-vs-optimizely.md)\n- [Amplitude vs Pendo](https://www.anchorterminal.com/compare/amplitude-vs-pendo.md)\n- [Amplitude vs PostHog](https://www.anchorterminal.com/compare/amplitude-vs-posthog.md)\n- [Amplitude vs Statsig](https://www.anchorterminal.com/compare/amplitude-vs-statsig.md)\n- [Countly vs Woopra](https://www.anchorterminal.com/compare/countly-vs-woopra.md)\n- [Fullstory vs Woopra](https://www.anchorterminal.com/compare/fullstory-vs-woopra.md)\n- [GrowthBook vs Woopra](https://www.anchorterminal.com/compare/growthbook-vs-woopra.md)\n- [Mixpanel vs Woopra](https://www.anchorterminal.com/compare/mixpanel-vs-woopra.md)\n- [Optimizely Experimentation vs Woopra](https://www.anchorterminal.com/compare/optimizely-vs-woopra.md)\n- [Pendo vs Woopra](https://www.anchorterminal.com/compare/pendo-vs-woopra.md)\n- [PostHog vs Woopra](https://www.anchorterminal.com/compare/posthog-vs-woopra.md)\n- [Statsig vs Woopra](https://www.anchorterminal.com/compare/statsig-vs-woopra.md)\n- [Amplitude vs Heap](https://www.anchorterminal.com/compare/amplitude-vs-heap.md)\n- [Heap vs Woopra](https://www.anchorterminal.com/compare/heap-vs-woopra.md)\n- [Amplitude vs LaunchDarkly](https://www.anchorterminal.com/compare/amplitude-vs-launchdarkly.md)\n",
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