MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29216
Scored
2094
Verified
16951
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40401
os-tack
fcp-sheets Claim
MCP server for semantic spreadsheet operations that lets LLMs create and edit E…
N/A N/A
40402
markusvankempen
Connect AI assistants to IBM Code Engine for project, app, build, job, and runt…
N/A N/A
40403
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
40404
closermethod
Provides structured templates for security questionnaires, RFP responses, and c…
40405
MATCHUP-LABS
NYC property intelligence, building violations, and restaurant/venue compliance…
N/A N/A 83
40406
CSOAI-ORG
health-check-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40407
Lisito11
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
40408
amehiny
Free invoice generator — create pre-filled invoice URLs with taxes, discounts, …
N/A N/A
40409
junhyeok0703
policy-mcp Claim
Connects policy documents to Claude.ai via vector search, allowing natural lang…
N/A N/A
40410
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
N/A N/A 95
40411
syedasad-kiwi
Enables interaction with MongoDB databases through the Model Context Protocol, …
N/A N/A
40412
robocular
spawnpay-mcp Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
N/A N/A 95
40413 N/A N/A 95
40414
junqed
AIMCP Claim
MCP server that distributes tool specifications from GitLab repositories to IDE…
40415
ParkviewLab
MCP server that reads PDFs and exposes them as structured Markdown, metadata, o…
40416
Humotica
MCP server for Phantom Resume that enables cross-device AI session portability …
40417
wyre-technology
MCP server for Ironscales — phishing incident management, email classification,…
40418
codeitalldev
codeitall Claim
Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, depreca…
40419
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
40420
andrewchaplin-9rrl
🦴 BGaurded: The Spine of Agentic Trust (v3.3.0) Securing the Agentic Mind: From…
81
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