sample-deep-research-mcp
A minimal example MCP (Model Context Protocol) server intended for “Deep Research”-style workflows that can search and fetch cupcake order data from a local records.json dataset.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
README indicates an unauthenticated local SSE server (127.0.0.1). TLS, authn/authz, scope control, rate limiting, and operational security measures are not described. Data appears to be served from a local JSON file, which may leak dataset details if the server is exposed improperly.
⚡ Reliability
Best When
Used as a learning sample or local demo where the data is non-sensitive and the environment is controlled.
Avoid When
Avoid in production, public exposure, or environments where authentication/authorization, rate limiting, and robust error handling are required.
Use Cases
- • Demonstrating how to wire an MCP server for research-style tool use
- • Local/offline prototyping of search-and-retrieve over a small dataset
- • Testing agent-to-MCP integration patterns (SSE transport)
Not For
- • Production-grade order management or any real transactional system
- • High-scale querying or multi-tenant deployments
- • Security-sensitive environments without additional hardening and authentication
Interface
Authentication
No authentication or authorization mechanisms are described in the README.
Pricing
No pricing information provided; repository appears to be a free/open-source example.
Agent Metadata
Known Gotchas
- ⚠ No auth is documented; if exposed beyond localhost, agents may fail security checks in real deployments.
- ⚠ Local-file data dependency (records.json must exist in the same directory) may cause tool failures if not set up correctly.
- ⚠ Pagination/retrieval limits are not described; agents may need to handle large result sets defensively.
Alternatives
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Scores are editorial opinions as of 2026-03-30.