Leaderboard/io.github.lazymac2x/embedding-search
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.lazymac2x/embedding-search

github.com/lazymac2x/embedding-search-api↗|v1.0.0

Cloudflare Workers MCP server: embedding-search

92/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance32/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
205.5ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 143ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 205ms, task completion: 100%
Skills
generate_embeddings

Generate vector embeddings for one or more texts using Cloudflare Workers AI (bge-base-en-v1.5, 768-dim).

semantic_search

Rank a list of documents against a query using cosine similarity of bge embeddings. Returns top-k matches with scores.

compute_similarity

Compute cosine similarity between two texts. Returns score in [-1,1]. Useful for dedup and relatedness.

Tools
3 tools verified via live probe
verified 2d ago
Server: embedding-searchVersion: 1.1.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success143.8msPass
Jun 30, 2026success205.5msPass
Jun 27, 2026success125.9msPass
Jun 25, 2026success129.7msPass
Jun 24, 2026success143.6msPass
Jun 17, 2026success145.1msPass
Jun 16, 2026success155.8msPass
Jun 16, 2026success113msPass
Jun 15, 2026success124.5msPass
Jun 12, 2026success118.6msPass
Source Registries
mcp-registry
First Seen
May 16, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026