MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22751
edgeandnode
Amp MCP ⚡ Claim
Provides developer-focused documentation and tools for building applications on…
C 63 4⁄4 ◐ ⏳ 66 55 — 46 81 —
22752
214140846
skillhub-mcp Claim
MCP server that exposes Claude-style skills to any MCP client.
C 63 4⁄3 ◐ ⏳ 60 32 N/A 69 95 —
22753
CloakedAgent
Trustless spending accounts for AI agents on Solana with on-chain enforced limi…
C 63 4⁄3 ◐ ⏳ 60 42 N/A 54 95 —
22754
Azure
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your …
C 63 4⁄3 ◐ ⏳ 60 30 N/A 73 92 —
22755
yangheeseok1
fiscal-api-mcp ⚡ Claim
Provides AI agents with Korean national fiscal data (budgets, settlements, and …
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 37 95 —
22756
justmert
HashPilot ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to interact with Hed…
C 63 4⁄4 ◐ ⏳ 81 38 — 46 80 —
22757
Xodus-CO
hcloud-mcp ⚡ Claim 1
A Model Context Protocol server for the Hetzner Cloud API that enables natural …
C 63 4⁄4 ◐ ⏳ 57 71 — 39 82 —
22758
Sengtocxoen
SAST MCP Server ⚡ Claim
Integrates 15+ static application security testing tools (Semgrep, Bandit, Truf…
C 63 4⁄4 ◐ ⏳ 90 31 — 43 76 —
22759
n24q02m
imagine-mcp ⚡ Claim 2
Production-grade MCP server for image and video understanding and generation ac…
C 63 3⁄3 ◐ ⏳ 45 — — 86 67 —
22760
emeryporter
Unity MCP ⚡ Claim 1
A Model Context Protocol server that integrates AI assistants like Claude and C…
C 63 3⁄3 ◐ ⏳ 49 N/A N/A 44 95 —
22761
CDataSoftware
Microsoft SQL Server MCP Server by CData
C 63 3⁄3 ◐ ⏳ 58 N/A N/A 30 95 —
22762
yzfly
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 46 95 —
22763
78degrees
ghosthunt ⚡ Claim
Find every leaked secret on your machine — API keys in .env files, shell histor…
C 63 3⁄3 ◐ ⏳ 62 N/A N/A 37 83 —
22764
sseaan
mcp-server-inbox ⚡ Claim 1
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 34 95 —
22765
istarwyh
MCP Advisor ⚡ Claim
A discovery and recommendation service that helps AI assistants find Model Cont…
C 63 4⁄4 ◐ ⏳ 60 41 — 74 81 —
22766
PolyNeural-ai
Provides AI agents with persistent memory and knowledge management through a co…
C 63 4⁄4 ◐ ⏳ 60 72 — 34 81 —
22767
opendatalab
MinerU-Ecosystem ⚡ Claim
Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/projec…
C 63 3⁄3 ◐ ⏳ 48 — — 61 83 —
22768
GaplyDev01
A Node.js Express server that provides access to CoinGecko's cryptocurrency dat…
C 63 4⁄4 ◐ ⏳ 60 63 — 43 82 —
22769
cwmoore-ai
A lightweight FastAPI server that allows remote execution of shell commands on …
C 63 4⁄4 ◐ ⏳ 60 70 — 37 81 —
22770
QustXuHao
paper-search-mcp ⚡ Claim
C 63 4⁄3 ◐ ⏳ 76 28 N/A 47 95 —
22771
opslevel
opslevel-mcp Claim
Official MCP Server for [OpsLevel](https://www.opslevel.com)
C 63 4⁄4 ◐ ⏳ 68 38 — 67 80 —
22772
Bdata0
Enables hotel booking operations through the Exely Distribution API via natural…
C 63 4⁄4 ◐ ⏳ 66 73 — 22 81 —
22773
dream-num
univer-mcp Claim
AI-powered spreadsheet automation through Model Context Protocol (MCP) server f…
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 34 95 —
22774
lbds137
A Model Context Protocol server that enables Claude to collaborate with Google'…
C 63 4⁄4 ◐ ⏳ 69 46 — 54 81 —
22775
richlira
Compass MCP ⚡ Claim
A shared operational layer that synchronizes tasks and project contexts across …
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 34 95 —
22776
manycontacts
WhatsApp Business MCP: send messages, manage contacts, campaigns, and AI agents.
C 63 3⁄3 ◐ ⏳ 60 N/A N/A 41 83 —
22777
OpsLevel
OpsLevel MCP Claim
OpsLevel MCP
C 63 4⁄4 ◐ ⏳ 68 36 — 67 80 —
22778
DROMA01
DROMA MCP Server ⚡ Claim
Enables natural language interactions with cancer pharmacogenomics data through…
C 63 4⁄4 ◐ ⏳ 60 65 — 42 82 —
22779 C 63 3⁄3 ◐ ⏳ 60 N/A N/A 25 95 —
22780
Jbelieve
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
C 63 3⁄3 ◐ ⏳ 62 N/A N/A 37 83 —
22781
YuzeHao2023
A curated list of Model Context Protocol (MCP) servers
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 46 95 —
22782
pbulbule13
Production-grade Google services integration (Gmail, Calendar, Drive, Sheets, K…
C 63 4⁄4 ◐ ⏳ 84 51 — 22 81 —
22783
acnlabs
A basic MCP server template that provides a foundation for building custom tool…
C 63 4⁄3 ◐ ⏳ 84 33 N/A 27 95 —
22784
notch-ai
autosteer Claim
Desktop app for multi-workspace Claude Code management
C 63 4⁄3 ◐ ⏳ 64 20 N/A 76 95 —
22785
theYahia
mango-office-mcp ⚡ Claim 1
MCP server for Mango Office — cloud PBX, call management (Russia)
C 63 3⁄3 ◐ ⏳ 49 N/A N/A 58 83 —
22786
UpstageAI
MCP-Upstage-Server ⚡ Claim
Enables document processing through Upstage AI services including parsing vario…
C 63 4⁄4 ◐ ⏳ 90 37 — 29 81 —
22787
khengyun
Enables automated interactions with Google's NotebookLM through browser automat…
C 63 4⁄3 ◐ ⏳ 56 43 N/A 61 95 —
22788
441126098
Mongo-MCP ⚡ Claim
Enables LLMs to interact with MongoDB databases through a complete suite of CRU…
C 63 4⁄4 ◐ ⏳ 78 40 — 44 80 —
22789
stass
blew BLE MCP Claim
Bluetooth Low Energy (BLE) MCP server that allows AI agents to scan, connect to…
C 63 3⁄3 ◐ ⏳ 50 N/A N/A 42 95 —
22790
vdlaptrinh
mcp4xiaozhi Claim
Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpres…
C 63 3⁄3 ◐ ⏳ 60 N/A N/A 25 95 —
22791
Fujitsu-AI
A server implementation that allows secure communication between MCP clients an…
C 63 4⁄4 ◐ ⏳ 80 43 — 42 78 —
22792
sinmb79
Commerce-MCP ⚡ Claim
Enables natural-language control of e-commerce operations including product man…
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 47 95 —
22793
Sharmarajnish
Enables solving complex combinatorial optimization problems with logical and nu…
C 63 4⁄4 ◐ ⏳ 54 47 — 73 81 —
22794
claymore666
A unified Model Context Protocol Gateway that bridges LLM interfaces with vario…
C 63 4⁄4 ◐ ⏳ 88 47 — 18 81 —
22795
Siddharthablog
mcp-mstp Claim
An MCP server that enforces the Microsoft Manual of Style (MSTP) rules. It extr…
C 63 3⁄3 ◐ ⏳ 42 N/A N/A 54 95 —
22796
call518
MCP-OpenStack-Ops ⚡ Claim
A comprehensive MCP server providing OpenStack project management and monitorin…
C 63 4⁄3 ◐ ⏳ 64 41 — 60 87 —
22797
royalplugins
royal-mcp Claim
Security-first WordPress MCP server. 129 tools for Claude, ChatGPT, Gemini. Fre…
C 63 3⁄3 ◐ ⏳ 60 — — 25 95 —
22798
DynamicEndpoints
Scans MESH by Viscount systems for default credential vulnerabilities, performs…
C 63 4⁄4 ◐ ⏳ 84 50 — 24 81 —
22799
palolxx
Integrates Google's Gemini API to provide sequential analytical thinking and pr…
C 63 4⁄4 ◐ ⏳ 84 47 — 23 81 —
22800
hedibertosilva
mcp-mgccli ⚡ Claim
Exposes 7 read-only MCP tools for Magalu Cloud products (block storage, virtual…
C 63 3⁄3 ◐ ⏳ 60 N/A N/A 27 95 —
Showing 22751–22800 of 69236 servers
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