MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22001
mazemax
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
C 67 43 56 55 N/A 67 92
22002
BERDataLakehouse
CDM MCP Server Claim
Enables AI assistants to interact with Delta Lake tables stored in MinIO throug…
C 67 43 48 73 N/A 53 95
22003
GigaChatTester
HubSpot MCP Server Claim
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
C 67 44 62 71 53 81
22004
MigoXV
RAGFlow MCP Server Claim
Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling…
C 67 44 78 67 27 82
22005
Smotree
BrowserMCP Claim 1
An MCP server that provides AI assistants with full control over a real browser…
C 67 33 57 N/A N/A 45 95
22006
xphileby
Enables control and interaction with Commodore 64 Ultimate Computer devices thr…
C 67 44 90 50 37 76
22007
ddukbg
github-enterprise-mcp Claim 1
MCP server for GitHub Enterprise API integration
C 67 44 77 57 46 82
22008
HarmonicSecurity
claudit-sec Claim
Security audit tool for Claude Desktop and Claude Code on macOS — single-comman…
C 67 33 58 N/A N/A 45 95 PO
22009
getmockd
mockd Claim
Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, Web…
C 67 43 60 43 N/A 81 90
22010
benkaiser
Mob Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
C 67 44 72 71 42 76
22011
johnhuang316
A Model Context Protocol (MCP) server that helps large language models index, s…
C 67 43 64 35 N/A 78 94
22012
AlanTseng1018
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
C 67 33 60 N/A N/A 43 95
22013
repaera
chat Claim
Chat Client for Your Service's MCP Server
C 67 33 56 N/A N/A 47 95
22014
cpfhub
cpfhub Claim 2
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
C 67 33 75 N/A N/A 32 83
22015
ouonet
x64dbg MCP Server Claim
Enables AI assistants to perform reverse engineering and debugging of Windows e…
C 67 33 60 N/A N/A 43 95
22016
vanshika-sharma21
Demonstrates core MCP server functionality with basic arithmetic operations (ad…
C 67 33 66 N/A N/A 33 95
22017
bellx2
Repsona MCP Server Claim
Enables integration with Repsona project management platform, allowing users to…
C 67 44 72 62 47 80
22018
refmdio
Enables chatbots to browse, search, create, and edit Markdown documents stored …
C 67 44 78 66 30 81
22019
theYahia
salutespeech-mcp Claim 1
Provides speech recognition (STT) and synthesis (TTS) tools via the Sber Salute…
C 67 33 57 62 83
22020
dinwal
Provides AI assistants with access to the RecurPost API to manage social media …
C 67 33 68 N/A N/A 29 95
22021
Martian-Engineering
Enables Claude Code to orchestrate a team of independent Claude Code sessions w…
C 67 43 60 52 N/A 62 94
22022
Warezloder
vSphere-MCP-Pro Claim
Enables secure management of VMware vCenter 8.0+ environments through controlle…
C 67 44 56 73 61 81
22023
VertexStudio
developer Claim
Comprehensive developer tools for file editing, shell command execution, and sc…
C 67 43 66 61 N/A 45 90
22024
lattmamb
agent-zero Claim
C 67 33 68 N/A N/A 27 95
22025
m-atalar
tcmb-mcp-server Claim 1
C 67 33 62 N/A N/A 37 95
22026
EimanTahir027
A local Retrieval-Augmented Generation system that enables AI agents to query a…
C 67 33 60 N/A N/A 43 95
22027
jameslong
vancouver Claim
Simple MCP server library for Elixir.
C 67 33 50 N/A N/A 58 95
22028
paiml
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
C 67 43 60 30 N/A 95 92
22029
makalin
SecureMCP Claim
SecureMCP is a security auditing tool designed to detect vulnerabilities and mi…
C 67 33 60 N/A N/A 42 95
22030
AI-QL
chat-ui Claim
Single-File AI Chatbot UI with Multimodal & MCP Support: An All-in-One HTML Fil…
C 67 33 48 N/A N/A 63 95 HT
22031
Jakedismo
A high-performance CLI tool that provides semantic code search, advanced archit…
C 67 44 64 70 51 81
22032 C 67 43 60 61 N/A 58 90
22033
maxanatsko
The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assis…
C 67 33 54 N/A N/A 50 95
22034
mehmetbaykar
The fastest way to build MCP servers in Swift.
C 67 33 50 N/A N/A 60 95
22035
MobileReality
mdma Claim 1
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI a…
C 67 33 45 N/A N/A 65 95
22036
0x1NotMe
AroFlo MCP Claim
A production-ready MCP server that enables interaction with the AroFlo API to m…
C 67 44 72 72 40 77
22037
evan043
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
C 67 43 72 23 N/A 84 92
22038
sunjoonkim
openslide-python Claim
C 67 33 56 N/A N/A 50 95
22039
nizovtsevnv
MCP server for Outline knowledge base implemented on Rust as one statically lin…
C 67 44 71 42 73 81
22040
Epistates
MCPSafari Claim
MCPSafari: Native Safari MCP Server for AI Agents
C 67 33 56 N/A N/A 48 95
22041
arielbk
anki-mcp Claim 1
MCP server for integrating with Anki flashcards through conversational AI
C 67 43 51 72 N/A 56 90
22042
Izyuusya
japan-data-mcp Claim
日本の公的データ(統計・法人・不動産)にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3AP…
C 67 43 50 68 N/A 75 83
22043
z416479660
avc-test-py-mcp Claim 2
A video enhancement MCP server that supports creating tasks, querying status, a…
C 67 33 65 50 83
22044
sapph1re
MCP server that synthesizes user feedback from multiple sources into actionable…
C 67 33 72 47 75
22045
TylerFlar
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
C 67 33 54 N/A N/A 53 95
22046
avrabe
mcp-loxone Claim
An opinionated Model Context Protocol (MCP) server for controlling Loxone home …
C 67 43 60 45 N/A 78 90
22047
sueinchoi
nonmem-mcp-server Claim 1
An MCP server for NONMEM pharmacometric modeling that provides structured acces…
C 67 44 81 47 48 83
22048
iamvirul
wso2-docs-mcp-server Claim 2
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
C 67 33 76 N/A N/A 61 60
22049
yamanoku
MCP server that searches Baseline status using Web Platform API
C 67 43 60 60 N/A 50 95
22050
wong2
mcp-cli Claim
CLI tool for testing MCP servers
C 67 43 74 40 N/A 61 90
Showing 22001–22050 of 59993 servers
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