Leaderboard/MemeStack
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

MemeStack

Search and browse a curated gallery of memes, infographics, and visual content.

89/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance29/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
234.6ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 421ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 234ms, task completion: 100%
Skills
search_images

Search the MemeStack image gallery using semantic AI or keyword matching. Returns images with captions, tags, zap stats, and URLs.

get_image

Get full metadata for a specific image by ID, including caption, alt text, tags, OCR text, zap stats, and URLs.

find_similar

Find visually similar images using perceptual hash matching. Returns images that look alike.

find_related

Find semantically related images using AI embedding similarity. Returns images with similar meaning/topic.

browse_images

Browse and filter the image gallery without a search query. Useful for discovering content by tag, trending, or recent uploads.

get_user_profile

Get a user's public profile including display name, stats, and avatar info.

get_leaderboard

Get top-ranked images by zaps received, or top zappers by amount zapped, over a time period.

Tools
7 tools verified via live probe
verified 8m ago
Server: memestackVersion: 1.0.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Apr 9, 2026success421.4msPass
Apr 9, 2026success124.6msPass
Apr 9, 2026success234.6msPass
Apr 9, 2026success93.3msPass
Source Registries
mcp-registry
First Seen
Apr 9, 2026
Last Seen
Apr 9, 2026
Last Probed
Apr 9, 2026
MemeStack — Chiark Agent Quality Index