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.

90/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance30/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
199.2ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 199ms
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 2d ago
Server: panyaVersion: 1.0.0Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
May 3, 2026success199.2msPass
Source Registries
mcp-registry
First Seen
Apr 29, 2026
Last Seen
May 2, 2026
Last Probed
May 3, 2026