Leaderboard/Panya — peptide vendor matchmaker
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Panya — peptide vendor matchmaker

github.com/SantoraReplica/panya-platform↗|v1.0.0

Peptide vendor matchmaker. 11-signal rubric, GLP-1 + 25 peptides, region-aware, free.

97/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance37/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
199.5ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 128ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 199ms, task completion: 100%
Skills
panya.match_vendor

Given a goal (metabolic, longevity, recovery, cosmetic, cognitive, sleep, libido, hormonal, immune, gut) and region (ISO-3166-1 alpha-2 or Panya legacy code), returns the top 3 vendors from Panya's 11-signal-vetted catalog with rubric scores, monthly USD price bands, supply state, risk band, and citation links. Useful for: cross-border GLP-1 cost comparison, Thailand peptide sourcing, Bali medical-tourism research, UK NHS Wegovy waitlist alternatives.

panya.list_protocols

Given a compound (tirzepatide, semaglutide, BPC-157, TB-500, GHK-Cu, MOTS-c, retatrutide, others) and protocol variant (slow / standard / aggressive), returns the canonical 12-week titration schedule with weekly mg doses, total mg, total USD by channel, and citations. Useful for: ramp planning, dose-cost projection, multi-channel comparison.

panya.cite

Given a claim or topic, returns the canonical Panya citation with source URL, evidence quality grade, and the canonical /questions or /compound page that explains it in depth. Useful for: fact-checking GLP-1 efficacy claims, sourcing trial data, building grounded peptide content.

Tools
3 tools verified via live probe
verified 4d ago
Server: panyaVersion: 1.0.0Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
Jun 16, 2026success128.6msPass
Jun 16, 2026success199.5msPass
Jun 15, 2026success111.9msPass
Jun 12, 2026success107.7msPass
Jun 11, 2026success152.3msPass
Jun 11, 2026success104.7msPass
Jun 10, 2026success140.3msPass
Jun 9, 2026success107.2msPass
Jun 5, 2026success206.5msPass
Jun 5, 2026success208.8msPass
Source Registries
mcp-registry
First Seen
Apr 29, 2026
Last Seen
Jun 16, 2026
Last Probed
Jun 16, 2026