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

MCPpedia

Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://mcppedia.org) catalog. Every server is scored on **security, maintenance, efficiency, documentation, and compatibility** — with real CVE scanning and tool-poisoning detection. ## Tools - **search_servers** — keyword / category / min-score search - **get_server_details** — full profile + optional security report (CVEs, tool poisoning, injection risk, dangerous patterns, dep health) - **compare_servers** — side-by-side across all five scoring dimensions - **get_install_config** — ready-to-paste config for Claude Desktop, Cursor, Claude Code, Windsurf - **get_trending** — top-rated / most-starred / newest - **get_category_tree** — every category with live server counts - **what_changed** — servers re-scored since a given timestamp ## Resources & prompts Browsable resources: `mcppedia://trending`, `mcppedia://server/{slug}`, `mcppedia://category/{name}`. Built-in prompts: `audit-my-mcp-setup`, `find-alternative`, `security-review`. ## Why Stop guessing which MCP server is safe. Agents can now discover, audit, and swap MCPs with grounded data — not vibes. Browse the full catalog at [mcppedia.org](https://mcppedia.org).

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
881.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 254ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 881ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 14, 2026success254msPass
Apr 14, 2026success412.6msPass
Apr 14, 2026success881.6msPass
Apr 14, 2026success395msPass
Apr 14, 2026success207.8msPass
Apr 14, 2026success559.4msPass
Apr 14, 2026success324.7msPass
Apr 14, 2026success540.9msPass
Apr 14, 2026success223.1msPass
Apr 14, 2026success359.8msPass
Source Registries
smithery
First Seen
Apr 13, 2026
Last Seen
Apr 13, 2026
Last Probed
Apr 14, 2026
MCPpedia — Chiark Agent Quality Index