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Search / io.github.trakkr-aisearch/openai-ads-mcp

OpenAI Ads MCP

R0· no sign-in

OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.

v0.1.7 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality84good
Trust90of 100
Uptime, 30 days98%
Latency p50374 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "openai-ads-mcp": {
      "type": "http",
      "url": "https://openai-ads-mcp.trakkr.ai/mcp",
      "headers": {
        "X-OpenAI-Ads-API-Key": "${X_OPENAI_ADS_API_KEY}"
      }
    }
  }
}
claude mcp add --transport http openai-ads-mcp https://openai-ads-mcp.trakkr.ai/mcp --header "X-OpenAI-Ads-API-Key: ${X_OPENAI_ADS_API_KEY}"
[mcp_servers.openai-ads-mcp]
url = "https://openai-ads-mcp.trakkr.ai/mcp"
env_http_headers = { "X-OpenAI-Ads-API-Key" = "X_OPENAI_ADS_API_KEY" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "openai-ads-mcp": {
      "type": "remote",
      "url": "https://openai-ads-mcp.trakkr.ai/mcp",
      "enabled": true,
      "headers": {
        "X-OpenAI-Ads-API-Key": "{env:X_OPENAI_ADS_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "openai-ads-mcp": {
      "type": "http",
      "url": "https://openai-ads-mcp.trakkr.ai/mcp",
      "headers": {
        "X-OpenAI-Ads-API-Key": "${X_OPENAI_ADS_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=openai-ads-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vb3BlbmFpLWFkcy1tY3AudHJha2tyLmFpL21jcCIsImhlYWRlcnMiOnsiWC1PcGVuQUktQWRzLUFQSS1LZXkiOiIke1hfT1BFTkFJX0FEU19BUElfS0VZfSJ9fQ%3D%3D"
}
{
  "servers": {
    "openai-ads-mcp": {
      "type": "http",
      "url": "https://openai-ads-mcp.trakkr.ai/mcp",
      "headers": {
        "X-OpenAI-Ads-API-Key": "${X_OPENAI_ADS_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "openai-ads-mcp": {
      "httpUrl": "https://openai-ads-mcp.trakkr.ai/mcp",
      "headers": {
        "X-OpenAI-Ads-API-Key": "${X_OPENAI_ADS_API_KEY}"
      }
    }
  }
}
extensions:
  "openai-ads-mcp":
    enabled: true
    name: "openai-ads-mcp"
    type: streamable_http
    uri: "https://openai-ads-mcp.trakkr.ai/mcp"
    headers:
      "X-OpenAI-Ads-API-Key": "${X_OPENAI_ADS_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${X_OPENAI_ADS_API_KEY}. The registry never accepts secret values.

Quality 84 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations13 of 13 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,508 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependencies50 · weight 15
  • warn
    deps.known_vulns1 advisory of lower severity or without a published fix: GHSA-5r4p-p66f-jhc7 in [email protected] (indirect, fixed in 4.13.11)
  • fail
    deps.mcp_sdk_version@modelcontextprotocol/sdk 1.30.1 has 3 known advisories (GHSA-22jm-h49p-29qw, GHSA-6prh-2h8m-c8cw, GHSA-6qxp-vccf-f47h); update @modelcontextprotocol/sdk to 1.32.0 or later
  • pass
    deps.resolvable[email protected], [email protected] resolved: 135 packages

13 tools, about 1,508 tokens to load them all · tool set 98f1903aa6ed · checked 2026-10-20 20:46 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 90 / 100

provenance90
liveness99
freshness65
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-98% ~updated-91d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] npm97 dependencies, resolved · MCP SDK @modelcontextprotocol/sdk 1.30.1 · advisories checked 2026-10-20

advisoryseveritypackagefixed in
GHSA-22jm-h49p-29qwMCP TypeScript SDK: Experimental tasks were not tied to the session that created themhigh@modelcontextprotocol/[email protected]MCP SDK, directfixed in 1.32.0
GHSA-6qxp-vccf-f47hMCP TypeScript SDK: OAuth client could send credentials to an authorization server chosen by the MCP serverhigh@modelcontextprotocol/[email protected]MCP SDK, directfixed in 1.31.0
GHSA-6prh-2h8m-c8cwMCP TypeScript client SDK: HTTP client transports and OAuth requests followed cross-origin redirects and re-sent custom headers and request bodiesmoderate@modelcontextprotocol/[email protected]MCP SDK, directfixed in 1.32.0
GHSA-5r4p-p66f-jhc7Hono: `serveStatic` decodes the request path a second time, leading to bypass of middleware on static pathsmoderate[email protected]indirectfixed in 4.13.11

[email protected] PyPI36 dependencies, resolved · MCP SDK mcp 1.30.0 · advisories checked 2026-10-20

No known advisory affects this dependency graph.

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://openai-ads-mcp.trakkr.ai/mcp streamable-httpnoneyes98%374 ms2025-11-252026-10-20
packageregistryversionruntimesecrets
openai-ads-mcpnpm0.1.7npxOPENAI_ADS_API_KEY
openai-ads-mcppypi0.1.7uvxOPENAI_ADS_API_KEY

Tools (13)

draft_context_hintsread-onlyDraft deterministic context_hints for an ad group from product, audience, intent, and keywords.
get_accountread-onlyGet the authenticated OpenAI Ads account. Use this first to verify that OPENAI_ADS_API_KEY works and to read account id, name, timezone, currency, and settings.
get_adread-onlyGet one ad by id, including review_status and creative metadata.
get_ad_groupread-onlyGet one ad group by id.
get_audienceread-onlyGet one custom audience by id.
get_campaignread-onlyGet one campaign by id.
get_insightsread-onlyGet performance insights for account, campaign, ad group, or ad scope. Supports fields, filters, sort, product/country/device segments, time ranges, and cursor pagination.
list_ad_groupsread-onlyList ad groups for a campaign.
list_adsread-onlyList ads in an ad group.
list_audiencesread-onlyList custom audiences for the authenticated ad account.
list_campaignsread-onlyList campaigns in the authenticated ad account with cursor pagination.
manage_conversionsread-onlyManage conversion pixels, API keys, event settings, and conversion reporting.
search_georead-onlySearch geo targets for targeting.locations.include and return ids usable in campaign targeting.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.trakkr-aisearch/openai-ads-mcp",
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "tools": [
        "get_account",
        "list_campaigns",
        "get_insights",
        "build_campaign",
        "draft_context_hints",
        "upload_creative",
        "send_conversions"
      ],
      "keywords": [
        "openai-ads",
        "chatgpt-ads",
        "openai ads mcp",
        "chatgpt ads mcp",
        "advertiser-api",
        "mcp",
        "marketing-automation"
      ],
      "categories": [
        "Marketing",
        "Advertising",
        "AI Visibility"
      ]
    }
  },
  "title": "OpenAI Ads MCP",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://openai-ads-mcp.trakkr.ai/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "X-OpenAI-Ads-API-Key",
          "isSecret": true,
          "description": "OpenAI Ads API key from Ads Manager. Required only for Ads API tool calls; discovery, initialize, and tools/list work without it."
        }
      ]
    }
  ],
  "version": "0.1.7",
  "packages": [
    {
      "version": "0.1.7",
      "transport": {
        "type": "stdio"
      },
      "identifier": "openai-ads-mcp",
      "runtimeHint": "npx",
      "registryType": "npm",
      "environmentVariables": [
        {
          "name": "OPENAI_ADS_API_KEY",
          "format": "string",
          "isSecret": true,
          "isRequired": true,
          "description": "OpenAI Ads API key from Ads Manager. Scoped to one ad account."
        },
        {
          "name": "OPENAI_ADS_MCP_READONLY",
          "format": "boolean",
          "default": "1",
          "description": "Set to 1 for first connection so write tools are hidden."
        },
        {
          "name": "OPENAI_ADS_BUDGET_CEILING_USD",
          "format": "number",
          "default": "100",
          "description": "Optional budget guard for spend-changing tools. Defaults to 100."
        }
      ]
    },
    {
      "version": "0.1.7",
      "transport": {
        "type": "stdio"
      },
      "identifier": "openai-ads-mcp",
      "runtimeHint": "uvx",
      "registryType": "pypi",
      "environmentVariables": [
        {
          "name": "OPENAI_ADS_API_KEY",
          "format": "string",
          "isSecret": true,
          "isRequired": true,
          "description": "OpenAI Ads API key from Ads Manager. Scoped to one ad account."
        },
        {
          "name": "OPENAI_ADS_MCP_READONLY",
          "format": "boolean",
          "default": "1",
          "description": "Set to 1 for first connection so write tools are hidden."
        },
        {
          "name": "OPENAI_ADS_BUDGET_CEILING_USD",
          "format": "number",
          "default": "100",
          "description": "Optional budget guard for spend-changing tools. Defaults to 100."
        }
      ]
    }
  ],
  "repository": {
    "id": "1274750114",
    "url": "https://github.com/trakkr-aisearch/openai-ads-mcp",
    "source": "github"
  },
  "websiteUrl": "https://trakkr.ai/openai-ads-mcp",
  "description": "OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions."
}