MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57451
cherry-it
crewio-mcp Claim
Hosted HTTP MCP server that exposes Crewio CRM as tools for AI assistants, enab…
— ○ ⏳ — — — — — —
57452
evnchn-nicegui
Enables LLMs to drive NiceGUI apps by exposing an interactive element tree via …
— ○ ⏳ — N/A N/A — — —
57453
reowens
q-sys-mcp Claim
Enables AI agents to inspect and control Q-SYS audio/video systems via the QRC …
— ○ ⏳ — — — — — —
57454
Lin-zhibo
Vison-MCP Claim
MCP server for vision AI — screenshots to code, OCR, error diagnosis, and image…
— ○ ⏳ — — — — — —
57455
GhedeePhilsophy
Enables managing a social media calendar workflow with AI-generated images/vide…
— ○ ⏳ — N/A N/A — — —
57456
chhanz
Fetches AWS What's New announcements by month, allowing users to query announce…
— ○ ⏳ — — — — — —
57457
BigCactusLabs
dead-letter Claim
Convert .eml email exports to Markdown with YAML front matter
— ○ ⏳ — N/A N/A — — —
57458
cognis-digital
aicard Claim
Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant…
— ○ ⏳ — N/A N/A — — —
57459
solomonneas
mitre-mcp Claim
Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique looku…
— ○ ⏳ — — — — — —
57460
junter1989k-ai
Belgium payments for AI agents — Bancontact via Mollie. Never holds funds.
— ○ ⏳ — — — — — —
57461
0xPratikPatil
NmapMCP Claim
Enables network scanning and reconnaissance tasks like port scanning, OS detect…
— ○ ⏳ — N/A N/A — — —
57462
nickw409
Enables Claude Desktop to scan, analyze, and track job postings from Hacker New…
— ○ ⏳ — N/A N/A — — —
57463
LAPSrj
WP-MCP Claim
Enables interaction with WordPress sites through the WordPress REST API, dynami…
— ○ ⏳ — N/A N/A — — —
57464
daniloneto
MCP server for Bitbucket Cloud, focused on pull-request review workflows
— ○ ⏳ — — — — — —
57465
kevin0195
Enables award flight search across 20+ airline programs using PointsYeah, with …
— ○ ⏳ — N/A N/A — — —
57466
alisheryeginbay
xpresso Claim
Xcode MCP server for building, testing, running, and managing simulators direct…
— ○ ⏳ — N/A N/A — — —
57467
gkcogz
1trippulse Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
— ○ ⏳ — N/A N/A — 95 —
57468
project-purupuru
Enables querying the Purupuru universe codex programmatically, including charac…
— ○ ⏳ — N/A N/A — — —
57469
mikeheilmann1024
Enables advanced HubSpot CRM operations including unlimited record extraction, …
— ○ ⏳ — N/A N/A — — —
57470
Kristos
A secure, controlled terminal MCP server that enables executing whitelisted she…
— ○ ⏳ — N/A N/A — — —
57471
AgenticRevolution
Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowled…
— ○ ⏳ — — — — 81 —
57472
edelciomolina
Postgres MCP Claim
PostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe r…
— ○ ⏳ — N/A N/A — — —
57473
Bishop81
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
— ○ ⏳ — N/A N/A — — —
57474
lensesio
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
— ○ ⏳ — N/A N/A — — —
57475
pipeworx-io
Bis Claim
BIS MCP — Bank for International Settlements statistics (no auth)
— ○ ⏳ — — — — — —
57476 — ○ ⏳ — N/A N/A — 95 —
57477
crevio
Crevio Claim
AI that runs your business so you don't have to.
— ○ ⏳ — N/A N/A — 95 —
57478
laurentvv
Crawl4AI MCP Claim
Enables AI assistants to crawl websites, extract dynamic content, navigate link…
— ○ ⏳ — N/A N/A — — —
57479
pipeworx-io
mcp-cricket Claim
Wraps CricAPI to provide live cricket data, enabling AI agents to query cricket…
— ○ ⏳ — — — — — —
57480
BenjaminBini
Sends document files (EPUB, PDF, DOCX, etc.) to your Kindle via email using Ama…
— ○ ⏳ — N/A N/A — — —
57481
clauxel
Remote MCP for Antigravity agent run receipt MCP, structured receipts, audit lo…
— ○ ⏳ — — — — — —
57482
xyt-mcp
odoo-mcp-xyt Claim
MCP server integrating with Odoo ERP systems, enabling AI assistants to interac…
— ○ ⏳ — — — — — —
57483
Chin-mae
An MCP server that provides on-demand skill discovery for AI coding agents by q…
— ○ ⏳ — — — — — —
57484
NieLubieRudej
engine Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
— ○ ⏳ — N/A N/A — — —
57485
idyllic-labs
runtime-mcp Claim
Drop-in MCP server that lets Claude inspect, debug, and hot-fix your running Bu…
— ○ ⏳ — N/A N/A — — —
57486
AceDataCloud
Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usag…
— ○ ⏳ — — — — — —
57487
Re-Agents MCP Claim 1
Re-Agents.ai tools for AI agents: website audits and your approved company know…
— ○ — N/A N/A — 69 —
57488
geeks-accelerator
live-music Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
— ○ ⏳ — N/A N/A — 83 —
57489
CSOAI-ORG
fitness-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
57490
musictechlab
mtl-c2pa-mcp Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
— ○ ⏳ — N/A N/A — — —
57491
soundstear
hggh Claim
sdas
— ○ ⏳ — N/A N/A — 95 —
57492
Cocabadger
tick-mcp Claim
A time server that keeps your AI honest about time. Real clock + drift guard, z…
— ○ ⏳ — — — — — —
57493
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
— ○ ⏳ — N/A N/A — — —
57494
shashank524
Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool output…
— ○ ⏳ — N/A N/A — — —
57495
cejor6
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
— ○ ⏳ — N/A N/A — — —
57496
dewoller
A flexible MCP server that enables users to define and execute arbitrary comman…
— ○ ⏳ — N/A N/A — 95 —
57497
autonomous-ai
Harness Claim
Start Claude Code and Codex agents the person can watch, wait for them and read…
— ○ ⏳ — N/A N/A — — —
57498
woongaro
MCP server that enables AI agents to search Korean laws and retrieve article co…
— ○ ⏳ — N/A N/A — — —
57499
xiaobenyang-com
Create comprehensive PRD, codebase, and bug analysis templates to streamline pl…
— ○ ⏳ — N/A N/A — 95 —
57500
Ronit-019
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
— ○ ⏳ — N/A N/A — — —
Showing 57451–57500 of 69111 servers