This study case illustrates how an AI agent, connected to the MonMaster database via our MCP server, can perform complex real-time data analysis.
By asking the AI to adopt the persona of a statistician, it does not just list programs. Instead, it makes consecutive queries to compile a solid statistical sample of over 400 law master’s degrees, covering 35 distinct specialties, before rendering structured insights.
Here is the complete statistical analysis synthesized from the live database:
1. Business Law is the dominant specialty by volume
With approximately 87 indexed programs in our sample, Business Law (Droit des affaires) represents nearly 22% of the total offer. Public Law (Droit public) follows closely with 72 programs. This duopoly reflects two career realities: the strong vitality of the private sector (corporate lawyers, in-house counsel) and the traditional weight of French public administration exams.
2. High selectivity is concentrated in Paris and major regional hubs
The most competitive programs exhibit acceptance rates below 5%. These elite paths are located within historical and highly reputable universities:
- General International Law (Paris II Panthéon-Assas / Nanterre): 1.4%
- International Business Law (ENS-PSL): 2.7%
- Business Law and Taxation / DJCE (Bordeaux IV): 3.5%
- M2 Mergers & Acquisitions (Lyon III): 3.5% (with the M1 program at 5.1%)
3. A clear bimodal distribution of access rates
Analyzing the overall acceptance rates reveals two distinct populations of master’s programs:
- The “Selective / Elite” group (0 - 15%): Highly competitive, specialized programs located in main Parisian and metropolitan universities.
- The “Accessible” group (40 - 80%+): Mostly generalist degrees in regional universities (for example, General Public Law at Amiens or Guyancourt exceeds a 70% acceptance rate).
4. Average acceptance rates by legal mention
By averaging the acceptance rates across all programs in each mention, we can rank the legal specialties by overall competitiveness:
- Business Law / DJCE: ~7.5% average acceptance (the most selective mention on average).
- Criminal Law: ~11% average acceptance.
- Notarial Law: ~11% average acceptance.
- International / Tax Law: ~13-14% average acceptance.
- Digital Law: ~22% average acceptance (a growing sector with relatively balanced entry barriers).
- Social & Labor Law: ~34% average acceptance (presenting a highly strategic balance between high employability and lower entry selectiveness).
5. Total Capacity vs. Application Pression
While Business Law offers the largest number of seats (approximately 2,180 total seats), it also faces the heaviest volume of applicants. Conversely, fields like Real Estate Law (510 seats) and Digital Law (420 seats) appear under-applied relative to their actual job prospects, making them highly strategic orientation choices for students.