MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23351
Ixe1
An MCP server that scans codebases to extract structural information (classes, …
C 60 4⁄4 ◐ ⏳ 81 28 — 40 81 —
23352
pgallar
A Model-Controller-Proxy server that acts as an intermediary between clients an…
C 60 4⁄4 ◐ ⏳ 62 67 — 19 81 —
23353
igorzheludkov
Metro Logs MCP ⚡ Claim
Captures and provides access to React Native console logs from Metro bundler, e…
C 60 4⁄3 ◐ ⏳ 48 33 N/A 78 90 —
23354
boyzhang666
Provides comprehensive statistical analysis tools for industrial data including…
C 60 4⁄4 ◐ ⏳ 54 72 — 22 82 —
23355
dontsovcmc
yandex-metrika ⚡ Claim 2
MCP server for Yandex Metrika API — counters, goals, reports, segments, logs
C 60 3⁄3 ◐ ⏳ 59 N/A N/A 32 83 —
23356
rishipradeep-think41
Enables comprehensive Google Drive operations including file management, conten…
C 60 4⁄4 ◐ ⏳ 54 61 — 40 81 —
23357
p2k3m
MCP Vertica ⚡ Claim
Enables interaction with Vertica databases through SQL queries, schema manageme…
C 60 4⁄4 ◐ ⏳ 42 68 — 50 81 —
23358
vibheksoni
The only browser automation that bypasses anti-bot systems. AI writes network h…
C 60 4⁄3 ◐ ⏳ 54 30 N/A 83 82 —
23359
wefi-ai
eKYC Suite Claim
KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.
C 60 3⁄3 ◐ ⏳ 56 N/A N/A 47 75 —
23360
gaharivatsa
Provide seamless access to Kibana logs through a simple API designed for effici…
C 60 4⁄3 ◐ ⏳ 48 71 N/A 24 90 —
23361
severity1
argocd-mcp ⚡ Claim
An MCP (Model Context Protocol) server that integrates with the ArgoCD API, ena…
C 60 4⁄4 ◐ ⏳ 64 36 — 59 81 —
23362
DitriXNew
EDT-MCP Claim
MCP for 1C:EDT
C 60 4⁄3 ◐ ⏳ 48 37 N/A 63 95 —
23363
thedcfix
MCP-Server Claim
A Flask-based MCP server with web GUI that provides utility tools for mathemati…
C 60 4⁄3 ◐ ⏳ 48 67 N/A 22 95 —
23364
HavartiBard
Homelab MCP ⚡ Claim
Provides unified access to multiple homelab services including Nginx Proxy Mana…
C 60 4⁄4 ◐ ⏳ 66 58 — 24 81 —
23365
xmkevinchen
calibre-mcp ⚡ Claim 1
An MCP server for managing local Calibre libraries using the calibredb CLI. It …
C 60 3⁄3 ◐ ⏳ 51 N/A N/A 27 95 —
23366
davidpius95
ProxmoxMCP-Plus ⚡ Claim
Enhanced MCP server for managing Proxmox virtualization platforms with complete…
C 60 4⁄4 ◐ ⏳ 48 68 — 42 81 —
23367
huazhengwang
MCP Server ⚡ Claim
A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-genera…
C 60 4⁄3 ◐ ⏳ 60 60 N/A 21 90 —
23368
larasrinath
Anaplan MCP ⚡ Claim 1
An MCP server that connects AI assistants to Anaplan's Integration API v2, enab…
C 60 4⁄4 ◐ ⏳ 49 40 — 76 83 —
23369
MCPShield-Dev
mcpshield ⚡ Claim
Security scanner for MCP servers - detects tool poisoning and injection
C 60 3⁄3 ◐ ⏳ 48 N/A N/A 35 95 —
23370
thibaudvandendooren-acumen
Excel MCP Server ⚡ Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
C 60 4⁄4 ◐ ⏳ 66 38 — 53 81 —
23371
wshobson
mcp-trader Claim
A Model Context Protocol (MCP) server for stock traders
C 59 3⁄3 ◐ ⏳ 54 N/A N/A 21 95 —
23372
linggen
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
C 59 3⁄3 ◐ ⏳ 42 N/A N/A 38 95 —
23373
SsdSalesman
TrendRadar ⚡ Claim
An aggregator for real-time hot topics and news from major social and financial…
C 59 4⁄3 ◐ ⏳ 66 28 N/A 45 92 —
23374
JohanLi233
MCP Sandbox ⚡ Claim
An interactive Python code execution tool that allows users and LLMs to safely …
C 59 4⁄4 ◐ ⏳ 56 38 — 63 81 —
23375
purity3
FastAPI MCP Server ⚡ Claim
A high-performance Model Context Protocol (MCP) server designed for large langu…
C 59 4⁄4 ◐ ⏳ 42 71 — 42 81 —
23376
heizaheiza
Charles-mcp ⚡ Claim
Charles Proxy MCP server for AI agents with live capture, structured traffic an…
C 59 4⁄3 ◐ ⏳ 54 40 N/A 55 89 —
23377
DevonGroff
Todoist MCP Server ⚡ Claim 1
An MCP server that integrates with the Todoist REST API v2 to enable AI assista…
C 59 4⁄4 ◐ ⏳ 53 63 — 35 82 —
23378
yibudak
Enables searching and comparing product prices across Turkish supermarket chain…
C 59 4⁄4 ◐ ⏳ 48 66 — 39 81 —
23379
VedantRGosavi
UE5-MCP Claim
MCP for Unreal Engine 5
C 59 3⁄3 ◐ ⏳ 50 N/A N/A 27 95 —
23380
bbruhn91
Enables AI assistants to interact with the aedifion cloud platform for building…
C 59 4⁄3 ◐ ⏳ 60 37 — 45 90 —
23381
NicolasPirello
Enables AI assistants to connect and query Microsoft SQL Server databases using…
C 59 4⁄4 ◐ ⏳ 78 31 — 34 81 —
23382
priyansh4320
WHOIS MCP Server ⚡ Claim
This server enables users to perform bulk WHOIS lookups via the apispot.io WHOI…
C 59 4⁄3 ◐ ⏳ 60 52 N/A 21 95 —
23383
kensave
A lightning-fast, language-agnostic code analysis MCP (Model Context Protocol) …
C 59 4⁄3 ◐ ⏳ 58 33 N/A 52 90 —
23384
veloper
Enables AI agents to manage and interact with Apache AGE graph databases throug…
C 59 4⁄4 ◐ ⏳ 50 51 — 57 81 —
23385
zebbern
claude-code-mcp ⚡ Claim
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
C 59 3⁄3 ◐ ⏳ 54 N/A N/A 18 95 —
23386
Fatmike-GH
MCPDebugger Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
C 59 3⁄3 ◐ ⏳ 44 N/A N/A 37 95 — C
23387
kevinzhang03
Enables programmatic control of Ableton Live using natural language to manage s…
C 59 4⁄3 ◐ ⏳ 66 31 N/A 45 90 —
23388
MCP-Club
MCPM CLI ⚡ Claim 2
A command-line tool for managing MCP servers in Claude App, which can also act …
C 59 4⁄3 ◐ ⏳ 64 12 N/A 66 95 —
23389 C 59 4⁄3 ◐ ⏳ 50 65 N/A 25 89 —
23390
dylanmarriner
Kaiza MCP Server ⚡ Claim
Enables secure, audited file operations with LLMs by enforcing implementation p…
C 59 4⁄3 ◐ ⏳ 42 43 N/A 62 95 —
23391
bsahane
MCP Proxmox Server ⚡ Claim
Enables comprehensive management of Proxmox virtualization infrastructure throu…
C 59 4⁄4 ◐ ⏳ 78 41 — 23 81 —
23392 C 59 3⁄3 ◐ ⏳ 48 N/A N/A 30 95 —
23393
Junwoo-Seo-1998
BOJ MCP Server ⚡ Claim
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
C 59 4⁄4 ◐ ⏳ 50 67 — 32 81 —
23394
BACH-AI-Tools
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts…
C 59 4⁄4 ◐ ⏳ 50 60 — 45 80 —
23395 C 59 3⁄3 ◐ ⏳ 52 N/A N/A 21 95 —
23396
LadislavSopko
MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants s…
C 59 3⁄3 ◐ ⏳ 54 N/A N/A 21 95 —
23397 C 59 3⁄3 ◐ ⏳ 48 N/A N/A 28 95 —
23398
AI-QL
chat-mcp Claim
A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with…
C 59 4⁄3 ◐ ⏳ 60 30 N/A 50 95 — HT
23399
aryahadii
A Model Context Protocol server that provides read-only access to Slack data in…
C 59 4⁄3 ◐ ⏳ 41 66 N/A 34 95 —
23400
popcornspace
Voice Call MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants like Claude to initi…
C 59 4⁄4 ◐ ⏳ 45 65 — 47 81 —
Showing 23351–23400 of 69236 servers
« Prev 1 … 466 467 468 469 470 … 1385 Next »