MCP Server Quality Scores

Independent quality analysis of 48850 public MCP servers

48850
Discovered
29670
Scored
2112
Verified
16952
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21001
griffinwork40
Enables AI assistants to manage email campaigns, leads, email accounts, and ana…
B 72 44 78 68 57 81
21002
markusvankempen
Watson Orchestrate Claim
Manage IBM Watson Orchestrate tools, agents, connections from Cursor, Copilot, …
B 72 43 86 71 N/A 37 81
21003
mbentham
SqlAugur Claim
SQL Server MCP server with AST-based query validation, read-only safety, schema…
B 72 33 58 N/A N/A 66 95
21004
snyk
Connects AI coding assistants to Snyk API & Web for onboarding scan targets, co…
B 72 33 57 81 83
21005 B 72 43 78 58 N/A 54 90
21006
jztan
Enables AI assistants to interact with Redmine project management systems throu…
B 72 43 84 48 82 75
21007
CSOAI-ORG
EU Digital Omnibus AI Act tracker - Track delay status by article. First-mover …
B 72 33 66 N/A N/A 53 95
21008
Haizzz
Connects AI assistants to the Sharesight portfolio tracking platform via the v3…
B 72 44 80 72 47 80
21009
dunz
Integrates with Atlassian Cloud products (Confluence and Jira) to enable AI ass…
B 72 44 90 62 42 81
21010
zscaler
zscaler-mcp-server Claim
Connects AI agents to the Zscaler Zero Trust Exchange platform via the Model Co…
B 72 43 90 17 87 94
21011
payware
Payware MCP Server Claim 1
Enables merchant integration with payware payment APIs for creating transaction…
B 72 44 84 75 34 81
21012
costajohnt
oss-autopilot Claim
Open source contribution manager with PR tracking, issue discovery, and CI diag…
B 72 33 60 N/A N/A 79 83
21013
toolprint
just-mcp Claim
Share the same project justfile tasks with your AI Coding Agent.
B 72 43 90 32 N/A 66 95
21014
stranyer
Enables AI assistants like Claude and Cursor to interact directly with Figma to…
B 72 43 78 58 N/A 52 95
21015
jramalho
AVD MCP Server Claim 1
Automates Android Virtual Device operations by enabling users to start emulator…
B 72 43 78 65 N/A 48 88
21016
thekogit
file-writer-mcp Claim
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
B 72 33 78 N/A N/A 32 95
21017
Xzeroone
Enables discovery and automatic installation of MCP servers via mcpmarket.com i…
B 72 33 76 N/A N/A 35 95
21018
jlcodes99
ApiPost MCP Claim
A server that enables management of ApiPost API documentation and team collabor…
B 72 44 88 55 55 81
21019
bobbyhouse
Project Gutenberg MCP Claim 1
Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text…
B 72 33 66 N/A N/A 50 95
21020
samihalawa
clerk-mcp Claim
B 72 43 84 68 N/A 31 90
21021
yranjan06
Intelligent stealth browser MCP server for AI agents with 30 tools, 22 anti fin…
B 72 33 54 N/A N/A 71 95
21022
ourmem
omem Claim
Shared Memory That Never Forgets — persistent memory for AI agents with Space-b…
B 72 33 60 N/A N/A 60 95
21023
bezata
kObsidian Claim
Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy…
B 72 33 60 N/A N/A 78 83
21024
davidar
mcp-server-if Claim 1
Enables AI assistants to play interactive fiction games (Glulx and Z-machine) t…
B 72 33 60 N/A N/A 63 95
21025
dadang11
cryptoiz Claim
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
B 72 33 72 N/A N/A 70 75
21026
isiahw1
An MCP (Model Context Protocol) server that provides access to Bing Webmaster T…
B 72 44 88 38 77 81
21027
buildepicshit
Wick Claim
Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enric…
B 72 33 54 N/A N/A 73 95
21028
RamonBedin
A Unity Editor MCP server that gives Claude Code full control over Unity projec…
B 72 33 60 N/A N/A 63 95
21029
IvanMurzak
AI-powered tools for Unity Particle System. Create and modify Particle System d…
B 72 33 58 N/A N/A 63 95
21030
arkheiaai
mcp-server Claim
Detect fabrication and hallucination in any LLM output. 30+ models supported.
B 72 33 72 N/A N/A 56 83
21031
normaltusker
Kotlin MCP Server Claim
Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRout…
B 72 44 90 56 54 81
21032
nhs-ayamura
local-mysql Claim 1
A local development MCP server that exposes MySQL databases to VSCode and Copil…
B 72 33 78 N/A N/A 30 95
21033
JucieOvo
EZComputerCtrl MCP Claim
A Windows desktop GUI control MCP server that enables agents to operate semanti…
B 72 33 66 N/A N/A 50 95
21034 B 72 33 66 N/A N/A 50 95
21035
diegofornalha
Enables seamless integration with Trello boards, allowing users to manage cards…
B 72 44 90 60 48 81
21036
cardosolucass96
Enables integration with Kommo CRM to manage leads, add notes and tasks, update…
B 72 44 90 68 38 81
21037
srobbin
opengov-mcp-server Claim
opengov-mcp-server
B 72 44 84 61 57 81
21038
dma9527
irs-taxpayer Claim
39 tax tools for US taxpayers: federal/state tax, credits, deductions, retireme…
B 72 43 66 58 N/A 71 94
21039
mshegolev
allure-testops-mcp Claim
MCP server for Allure TestOps — lets an LLM agent (Claude Code, Cursor, Windsur…
B 72 33 72 58 83
21040
conradkoh
browsermcp Claim
Fork of Browser MCP with improved reliability, logging, and exit code handling;…
B 72 33 78 N/A N/A 30 95
21041
aiadiguru2025
SF-MCP Claim
Enables querying SAP SuccessFactors OData API metadata and managing Role-Based …
B 72 44 94 46 56 83
21042
dkmaker
Enables interaction with Azure Table Storage directly through Cline. This tool …
B 72 44 94 55 46 81
21043
sachinshelke
Codevira MCP Claim 1
Codevira MCP provides persistent memory and project context for AI coding agent…
B 72 43 94 27 N/A 74 90
21044
gossipcat-ai
gossipcat Claim
Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch…
B 72 33 54 N/A N/A 89 83
21045
JasserAmri
JIRA MCP Server Claim
Provides comprehensive access to Jira Cloud and Data Center instances for manag…
B 72 44 78 68 62 76
21046
LeooNic
gworkspace-mcp Claim 1
An MCP server for automating Google Workspace applications including Sheets, Ap…
B 72 33 69 N/A N/A 45 95
21047
ahmetsbilgin
finbrain-mcp Claim
Access institutional-grade alternative financial data directly in your LLM work…
B 72 44 72 60 75 83
21048
sarahpark
Provides AI agents with read-only access to Google Search Console data, includi…
B 72 33 78 49 83
21049
IvanMurzak
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
B 72 33 58 N/A N/A 65 95
21050
KamaruSama
mcp-google-forms Claim
19 tools for Google Forms: create quizzes, add questions, set answer keys, read…
B 72 33 72 N/A N/A 42 95
Showing 21001–21050 of 48850 servers
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