MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11101
schwim23
MyAIGist MCP Claim
A local document intelligence and knowledge management server for Claude Deskto…
C 64 54 72 31 N/A 22 92 97
11102
minhalvp
Android MCP Server Claim 1
A server enabling programmatic control over Android devices through ADB, provid…
C 64 54 72 22 N/A 49 82 98
11103
Mirascope
Easily run, deploy, and connect to MCP servers
C 64 54 58 28 N/A 54 95 90
11104
akramsheriff5
MCP Server Claim
A collection of lightweight servers that expose weather and financial capabilit…
C 64 54 72 31 N/A 20 95 95
11105
wangicheng
Provides tools for AI agents to interact with the Orange Juice Online Judge API…
C 64 55 60 40 48 80 92
11106
Traia-IO
ICON MCP v103 Claim
Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bea…
C 64 55 68 46 24 81 91
11107
guangxiangdebizi
PaperMCP Claim
An academic paper retrieval server that enables AI assistants to search and fil…
C 64 55 84 57 40 81 45
11108
pyvista
PyVista MCP Server Claim
Enables 3D visualization capabilities through PyVista integration, allowing use…
C 64 54 56 35 N/A 49 87 94
11109
Seojiyoung
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 64 54 68 68 N/A 33 90 50
11110
oraichain
RAGFlow MCP Claim
A simple temporary MCP server for RAGFlow that bridges the gap until an officia…
C 64 54 66 35 N/A 43 88 88
11111
SalmanFaris7
Provides secure access to penetration testing tools from Kali Linux including n…
C 64 54 68 37 N/A 19 95 92
11112
devroopsaha744
TexMCP Claim 1
An MCP server that converts LaTeX into high-quality PDF documents. It provides …
C 64 54 57 33 N/A 44 95 93
11113
trillium
Talon MCP Claim 2
An MCP server for the Talon accessibility framework that surfaces logs, configu…
C 64 54 39 61 N/A 27 90 99
11114
jasonjmcghee
WebMCP Claim
A framework that enables websites to share tools, resources, and prompts with c…
C 64 66 96 63 0 74 76 79
11115
wr-web
ArXiv MCP Server Claim
Enables AI assistants to search and access arXiv papers through a Model Context…
C 64 55 78 74 39 81 36
11116
creatorrmode-lead
avp-sdk Claim
Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestation…
C 64 55 78 0 67 81 99
11117
theYahia
pochta-russia-mcp Claim 2
MCP server for Russian Post (Почта России) API — tracking, tariff calculation, …
C 64 44 41 N/A N/A 62 95 63
11118
musaceylan
Enables AI assistants to track global food prices, search products by barcode o…
C 64 55 70 32 32 82 99
11119
YomenStyle
An MCP server for indexing and querying Unreal Engine C++ codebases using a loc…
C 64 54 67 28 N/A 35 95 92
11120
MGS-sails
MGnify MCP Server Claim
Enables interaction with MGnify metagenomics resources and tools through the Mo…
C 64 55 62 71 22 81 72
11121
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
11122
enkryptai
Integrates AI safety analysis, red-teaming, and prompt auditing directly into M…
C 64 54 54 52 N/A 35 87 88
11123
LexiconAlex
Enterprise-grade authentication solution that provides secure credential manage…
C 64 55 78 65 N/A 33 95 34
11124
alinaqi
A FastMCP-based server that enables programmatic LinkedIn automation and data e…
C 64 54 68 43 N/A 20 88 90
11125
pasie15
Tripo AI MCP Server Claim 2
Enables AI assistants to interact with the Tripo3D AI API to generate 3D models…
C 64 55 74 82 28 80 42
11126
Maxli53
A comprehensive MCP server for Bitrix24 CRM integration that enables AI agents …
C 64 55 78 75 27 81 42
11127
cdgaete
TokenScope Claim 1
A Model Context Protocol server that enables token-aware directory exploration …
C 64 54 57 38 N/A 37 95 91
11128
lininn
Enables AI assistants to review GitLab merge requests by fetching diffs, analyz…
C 64 55 54 42 45 81 98
11129
argia-andreas
Linear MCP Server Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 55 68 70 25 81 66
11130
boodrow
Provides AI assistants with searchable access to documentation from 170+ curate…
C 64 55 76 31 36 78 94
11131
kkShrihari
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
C 64 55 78 65 33 83 47
11132
correaito
Clerk MCP Server Claim
Enables complete user management for Clerk authentication service through MCP. …
C 64 55 68 82 42 81 37
11133
Milesy1
AbletonMCP Claim 1
Connects Claude AI to Ableton Live through the Model Context Protocol, enabling…
C 64 55 60 82 N/A 44 95 27
11134
guilyx
epsteinexposed-mcp Claim
MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrappe…
C 64 55 68 22 50 83 98
11135
kukapay
blocknative-mcp Claim
Providing real-time gas price predictions across multiple blockchains, powered …
C 64 55 60 46 38 82 94
11136
BACH-AI-Tools
Enables access to Usage and Billing APIs for managing accounts, products, meter…
C 64 55 56 100 45 78 33
11137
Semutireng22
Monad MCP Server Claim
Enables interaction with the Monad testnet to check balances, examine transacti…
C 64 55 60 42 42 81 94
11138
siddjoshi
kube-MCP Claim 1
A Model Context Protocol server for Kubernetes that provides full resource cove…
C 64 55 57 66 23 81 87
11139
chukfinley
DroidRun MCP Server Claim 1
Enables text-based control of Android devices through Claude Code using accessi…
C 64 54 54 35 N/A 42 92 100
11140
devhub
devhub-cms Claim
DevHub CMS LLM integration through the Model Context Protocol
C 64 55 72 27 42 83 95
11141
SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical wea…
C 64 55 66 36 34 82 99
11142
penguyen72
Weather MCP Server Claim
Provides weather forecast and alert information for US locations using the Nati…
C 64 55 68 41 26 81 100
11143
cuongpo
SEI DEX MCP Claim
Enables interaction with decentralized exchanges on the SEI blockchain through …
C 64 55 54 58 23 81 99
11144
Low-Code-Cookbook
A template for deploying a Model Context Protocol server to Cloudflare Workers …
C 64 55 48 70 27 84 86
11145
shenyimings
DocNav-MCP Claim
DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to re…
C 64 55 66 31 43 81 99
11146
jianzhichun
A server that enables programmatic interaction with an already running Abaqus/C…
C 64 54 72 28 N/A 36 95 84
11147
testusuke
Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search…
C 64 55 54 47 47 81 90
11148
mcpware
Organize Claude Code memories, skills, MCP servers, and hooks via drag-and-drop…
C 64 54 72 0 N/A 80 84 95
11149
hieuttmmo
entraid-mcp-server Claim 1
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
C 64 55 75 40 27 78 90
11150
gcorroto
Planka MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 64 55 57 100 26 81 40
Showing 11101–11150 of 50103 servers
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