Leaderboard/mcp-registry Agent

mcp-registry Agent

MCP Server Registry and documentation platform for mcp-registry. Indexes, validates, and serves security profiles for Model Context Protocol servers.

60/100

Operational Score

Score Breakdown

Availability30/30

Conformance20/30

Performance10/40

Key Metrics

Uptime 30d

100.0%

P95 Latency

436.7ms

Conformance

Partial

Trend

Stable

What's Being Tested

Availability

HTTP health check to the service endpoint

Responded with HTTP 200 in 379ms

Conformance

A2A Agent Card validation + JSON-RPC probe

Agent Card schema valid, JSON-RPC response invalid, endpoint matches card

Performance

Skill-specific task probing

P95 latency: 436ms, task completion: 0%

Improvement Tips

-Ensure endpoint returns valid JSON-RPC responses

Skills

Search and discover MCP servers by capability, language, or category

searchdiscoverymcp

validate

Validate MCP server manifests against the protocol specification

validationmcp-spec

security-scan

Run security analysis on MCP server configurations

securityscanning

publish

Publish and register new MCP servers to the registry

publishregistry

docs

Generate and serve MCP server documentation

documentationapi-docs

Recent Probe Results

Timestamp	Status	Latency	Conformance	Details
Apr 9, 2026	success	379.8ms	Partial	HTTP 404
Apr 9, 2026	success	25.9ms	Partial	HTTP 404
Apr 9, 2026	success	436.7ms	Partial	HTTP 404
Apr 9, 2026	success	110.7ms	Partial	HTTP 404

Source Registries

a2aregistry.org

First Seen

Apr 9, 2026

Last Seen

Apr 9, 2026

Last Probed

Apr 9, 2026