{"title":"LinkedIn Ads MCP server benchmark","publisher":"NotFair product team","disclosure":"NotFair publishes this comparison and is not a neutral party. Source links and verification prompts are public so every row can be challenged and rerun.","published":"2026-09-17","lastVerified":"2026-09-17","canonicalUrl":"https://notfair.co/compare/linkedin-ads-mcp-servers","methodologyUrl":"https://notfair.co/compare/linkedin-ads-mcp-servers#methodology","jsonUrl":"https://notfair.co/linkedin-ads-mcp-benchmark.json","testBoundary":"NotFair was verified against its production LinkedIn Ads registrar and hosted OAuth connection. Competitor rows are based on linked public documentation; no competitor account was connected and no competitor write was executed for this review.","criteria":[{"name":"Monthly capacity","definition":"How many MCP operations can the user run each month, what consumes quota, and what happens at the limit?"},{"name":"Tool depth","definition":"How many tools are LinkedIn Ads-specific rather than a cross-platform total, and which workflows do they actually cover?"},{"name":"Creative assets","definition":"Can the server upload or attach supplied image and video assets—not merely generate ad copy?"},{"name":"Connection","definition":"Can a non-developer connect without building OAuth infrastructure?"},{"name":"Useful reads","definition":"Can the agent inspect accounts, performance, settings, and related entities with typed outputs?"},{"name":"Safe writes","definition":"Are mutations previewed, bound to explicit approval, and protected by server-side guardrails?"},{"name":"After the write","definition":"Can the operator identify provenance and reverse supported changes? Google Ads-style impact snapshots are not assumed."},{"name":"Account routing","definition":"Can the agent discover and explicitly target the intended ad account?"},{"name":"Client reach","definition":"Does the same remote endpoint work in the AI workspace the operator already uses?"}],"verificationPrompts":["Show my plan, monthly operation limit, operations used, and operations remaining.","List every LinkedIn Ads-specific tool available in this connection; exclude tools for other platforms.","Can you upload or attach supplied image and video assets? Show the exact tools and limitations for each format.","List every accessible account for this platform and identify how targeting works.","Audit the last 30 days and show the evidence behind the three highest-impact problems.","Propose one high-confidence, reversible improvement, including current versus proposed values.","Show the exact preview before changing a budget. Do not execute until I approve.","After the write, return the operation ID, author, timestamp, and verification result.","Show the supported reversal path before undoing anything. Do not claim impact review unless this platform provides it."],"products":[{"name":"NotFair","bestFor":"Operators who want hosted LinkedIn Ads reads and draft-first writes","delivery":"Hosted remote MCP","credentials":"Hosted OAuth; no customer LinkedIn developer app required","monthlyOperations":"Free: 300/month after 7 unlimited days. Growth: unlimited ($99/mo monthly, or $950/yr (~$79/mo) annually).","toolCount":"42 LinkedIn Ads tools","capabilityA":"Yes — uploadImage fetches a public URL and returns urn:li:image for creatives.","capabilityB":"No — chunked LinkedIn video upload is out of the current v1 media helper.","writes":"Yes — campaign groups, campaigns, creatives, targeting, audiences, conversions, and lead forms; new entities default to draft","safety":"Exact proposal, explicit approval, and operation provenance. NotFair does not expose Google Ads-style impact snapshots or undo for this platform.","multiAccount":"Connected-account selection with explicit per-call account routing","clients":"Claude Web/Code, Codex CLI, Cursor, OpenClaw, Hermes","source":"https://notfair.co/linkedin-ads-mcp","usageSource":"https://notfair.co/pricing.md","capabilitySource":"https://notfair.co/linkedin-ads-mcp"},{"name":"Markifact","bestFor":"Cross-platform marketing workflows that include LinkedIn","delivery":"Hosted remote MCP","credentials":"Hosted connection","monthlyOperations":"200 one-time signup credits; paid plans use a selected monthly credit balance. Most MCP data operations cost about 1 credit.","toolCount":"LinkedIn-specific count not published; 1,000+ operations across 30+ marketing platforms","capabilityA":"Vendor documents LinkedIn creatives and lead-gen form attach-only workflows; a dedicated image-upload tool inventory is not published at NotFair granularity.","capabilityB":"LinkedIn video upload granularity is not published on the pages used for this row.","writes":"Yes — approval before writes is documented","safety":"Vendor documents approval before writes","multiAccount":"Unlimited ad accounts on current paid plans","clients":"Claude, ChatGPT, Codex, Cursor, and other MCP clients","source":"https://www.markifact.com/linkedin-ads-mcp","usageSource":"https://www.markifact.com/pricing"},{"name":"Adspirer","bestFor":"Multi-platform campaign creation with an explicit LinkedIn tool list","delivery":"Hosted remote MCP + ChatGPT App","credentials":"Hosted OAuth","monthlyOperations":"Free 15; Plus 150; Pro 600; Max 3,000 tool calls/month.","toolCount":"55 LinkedIn Ads tools on the current integration page","capabilityA":"Vendor documents LinkedIn creative workflows on the integration page.","capabilityB":"Video-upload specifics follow that page; this row does not add unpublished limits.","writes":"Yes — paused-first creation is documented on Adspirer ad-platform pages","safety":"Research → validate → confirm workflow; paused-first creation","multiAccount":"Connected-account selection","clients":"ChatGPT, Claude, Codex, Cursor, OpenClaw","source":"https://www.adspirer.com/docs/ad-platforms/linkedin-ads","usageSource":"https://www.adspirer.com/docs/knowledge-base/pricing"},{"name":"Ryze AI","bestFor":"Teams wanting one hosted connector across ads and analytics","delivery":"Hosted remote MCP","credentials":"Hosted OAuth","monthlyOperations":"Free to connect; no public monthly MCP operation cap is stated. Paid Ads Autopilot starts at $89/month.","toolCount":"LinkedIn-specific count not published; 150+ tools across connected platforms","capabilityA":"Vendor advertises LinkedIn as a connected ads platform; image-upload details are not published at tool granularity.","capabilityB":"LinkedIn video upload details are not published on the connector pages used here.","writes":"Yes","safety":"Vendor documents approval controls, dry-run mode, and change limits","multiAccount":"Vendor advertises per-client isolation","clients":"Claude, ChatGPT, and other MCP-compatible clients","source":"https://www.get-ryze.ai/linkedin-ads-mcp"},{"name":"Pipeboard","bestFor":"Teams that want a LinkedIn-specific hosted MCP endpoint","delivery":"Hosted remote MCP","credentials":"Hosted OAuth","monthlyOperations":"No public monthly MCP operation cap is stated on the LinkedIn connector used for this row.","toolCount":"LinkedIn-specific count not published on the public connector page","capabilityA":"Public connector exists at linkedin-ads.mcp.pipeboard.co; image-mutation inventory is whatever that connector documents.","capabilityB":"Video-mutation inventory is not published at a counted level on that page.","writes":"Yes — hosted LinkedIn Ads writes are advertised","safety":"Public docs describe hosted OAuth; NotFair-style approval/provenance is not assumed","multiAccount":"Hosted LinkedIn ad-account connection","clients":"MCP clients that can reach linkedin-ads.mcp.pipeboard.co","source":"https://linkedin-ads.mcp.pipeboard.co"}]}