registry

A registry repository for curating and validating BioContextAI biomedical MCP servers. It maintains a structured registry (via meta.yaml + schema.json), with tooling and CI checks to validate MCP server metadata and publish a registry JSON/UI listing.

Evaluated Mar 30, 2026 (22d ago)
Homepage ↗ Repo ↗ Infrastructure mcp model-context-protocol registry biomedical-ai agentic-ai schema-validation python
⚙ Agent Friendliness
35
/ 100
Can an agent use this?
🔒 Security
20
/ 100
Is it safe for agents?
⚡ Reliability
31
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
0
Documentation
55
Error Messages
0
Auth Simplicity
100
Rate Limits
0

🔒 Security

TLS Enforcement
0
Auth Strength
0
Scope Granularity
0
Dep. Hygiene
55
Secret Handling
60

No direct security architecture is described (no auth/TLS for an API). The tooling includes schema validation scripts and pre-commit/CI checks; risk depends on how contributors publish and how CI runs validation. Dependency list includes common packages; no CVE status is provided, so hygiene is estimated.

⚡ Reliability

Uptime/SLA
0
Version Stability
60
Breaking Changes
40
Error Recovery
25
AF Security Reliability

Best When

You want a standardized way to find and integrate biomedical MCP servers that are intended to be academic/free and conform to MCP expectations.

Avoid When

You need a programmatic interface for registry query/search from this repository (not evidenced here); or you need guaranteed operational guarantees of listed third-party MCP servers (registry only curates metadata).

Use Cases

  • Discovering biomedical-focused MCP servers via a curated registry
  • Validating MCP server metadata against a shared schema (meta.yaml)
  • Automating registry publication workflows (UI/JSON posting)
  • Providing baseline community qualification criteria for biomedical MCP tooling

Not For

  • Operating or running a biomedical MCP server itself (it’s the registry, not an MCP server)
  • Providing a production API for end-user data access
  • Replacing security/clinical validation of the listed biomedical tools

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
No
SDK
No
Webhooks
No

Authentication

Methods: No auth requirements evident for the repository tooling/metadata validation described
OAuth: No Scopes: No

No API/auth mechanism is described in the provided README/snippet; the repository appears to be for contribution/validation/publishing rather than authenticated API access.

Pricing

Free tier: No
Requires CC: No

No pricing described; repository appears open-source/community-operated.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • This is a registry/validation system, not an MCP server endpoint; agents should not assume there is a reachable MCP server to call directly.
  • Tooling described focuses on validating meta.yaml/schema compliance rather than runtime tool execution.
  • Reliability of any listed third-party MCP servers is not established by the registry alone; it reflects baseline inclusion criteria and metadata validation.

Alternatives

Full Evaluation Report

Comprehensive deep-dive: security analysis, reliability audit, agent experience review, cost modeling, competitive positioning, and improvement roadmap for registry.

AI-powered analysis · PDF + markdown · Delivered within 30 minutes

$99

Package Brief

Quick verdict, integration guide, cost projections, gotchas with workarounds, and alternatives comparison.

Delivered within 10 minutes

$3

Score Monitoring

Get alerted when this package's AF, security, or reliability scores change significantly. Stay ahead of regressions.

Continuous monitoring

$3/mo

Scores are editorial opinions as of 2026-03-30.

8642
Packages Evaluated
17761
Need Evaluation
586
Need Re-evaluation
Community Powered