Langfuse vs Get MCP Ads
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Langfuse compared with Get MCP Ads
| Detail | L
Langfuse | 
Get MCP Ads |
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| What it does | Open Source Agent Evals & Observability
| Connect your ad accounts to Claude or ChatGPT with 600 tools and 214 media-buying playbooks
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| Stage | Established
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| Founded | Not given
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| Based in | DE
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| Pricing model | Freemium
| Freemium
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| Pricing | Not given
| Free: $0/month (1 ad account, 1 seat, 200 tool calls per month, read only). Pro: $29/month (4 ad accounts, 1 seat, unlimited tool calls, reads and writes). Team: $99/month (12 ad accounts, 5 seats, unlimited tool calls, reads and writes). Enterprise: contact for pricing (unlimited ad accounts, 5 sea
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| Key features | - Hierarchical traces capture every LLM call, tool invocation, and retrieval step
- LLM-as-a-judge, heuristic functions, or human review evaluations
- Prompt management with one-click deployments and rollbacks
- Playground to test prompts on real production inputs and compare models
- Experiments with test cases and side-by-side comparison
- Human annotation and collaborative human-in-the-loop workflows
- Cost and latency monitoring with dashboards and alerts
- REST APIs and Query SDK for data access
- Langfuse Assistant to automate the AI engineering loop
| - 600 implemented tools across 14 advertising platforms
- 214 media-buying playbooks for analysis and optimization
- Preview-before-apply workflow for all campaign changes
- Per-account granular access control
- Support for 14 advertising and analytics platforms
- Natural language queries against advertising accounts
- AES-256-GCM token encryption before storage
- Bulk ad creation with Google Drive and Dropbox imports
- Google Sheets exports with scheduled automatic refresh
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| What makes it different | - MIT licensed open source platform with no data lock-in
- Enterprise scale architecture handling billions of monthly events
- Works with any language and framework with no framework lock-in
- Async by default so tracing never blocks your application
| - One URL connection with no local installation required
- Natural conversation interface instead of query language
- Automatic safety with preview and confirmation before changes apply
- Works with multiple AI assistants: Claude, ChatGPT, Cursor, Codex
- Media-buying playbooks guide AI through structured analysis workflows
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 80 ▲ +1 (up) since last check | 7 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 35 | 9 |
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| Citation Flow (Majestic) | 54 | 32 |
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| Referring domains (Majestic) | 6114 | 45 |
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4 details filled in for both companies.
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