MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22001
rust-mcp-stack
rust-mcp-sdk Claim
A high-performance, asynchronous toolkit for building MCP servers and clients i…
C 67 43 60 42 N/A 77 95
22002
zqushair
A Model Context Protocol server that integrates LLMs with Frontapp's customer c…
C 67 44 77 61 44 76
22003
WhiteNightShadow
camoufox-reverse-mcp Claim 1
An anti-detection browser MCP server designed for JavaScript reverse engineerin…
C 67 33 54 N/A N/A 53 95
22004
wong2
mcp-cli Claim
CLI tool for testing MCP servers
C 67 43 74 40 N/A 61 90
22005
nex-crm
nex Claim
Organizational context & memory for AI agents. Connect 100+ tools into one know…
C 67 33 64 N/A N/A 49 83
22006
zjl13
A boilerplate template for developing Model Context Protocol (MCP) servers, pro…
C 67 43 74 63 N/A 31 90
22007
sunjoonkim
openslide-python Claim
C 67 33 56 N/A N/A 50 95
22008
JosueM1109
Self-hosted, read-only MCP server that connects your banks and investments via …
C 67 33 58 N/A N/A 66 78
22009
frinus-ai
Frinus MCP Server Claim 2
An MCP server that provides Claude agents with a comprehensive memory managemen…
C 67 44 75 70 30 80
22010
shuymn
gh-mcp Claim
A GitHub CLI extension that seamlessly runs the github-mcp-server using your ex…
C 67 43 60 45 N/A 79 88
22011
lexwhiting
Discover monetized AI tools on SettleGrid. Search by category, get pricing.
C 67 33 60 N/A N/A 41 95
22012
civyk-official
WinWright Claim
civyk-winwright is a Playwright-style MCP server for Windows desktop and browse…
C 67 33 54 N/A N/A 50 95
22013
mehmetbaykar
The fastest way to build MCP servers in Swift.
C 67 33 50 N/A N/A 60 95
22014
duke0317
A comprehensive Model Context Protocol (MCP) server that provides 39 profession…
C 67 44 84 62 27 81
22015
phisanti
MCPR Claim
Model Context Protocol for R: enables AI agents to participate in interactive l…
C 67 33 54 N/A N/A 52 95
22016
m-atalar
tcmb-mcp-server Claim 1
C 67 33 62 N/A N/A 37 95
22017
theYahia
salutespeech-mcp Claim 1
Provides speech recognition (STT) and synthesis (TTS) tools via the Sber Salute…
C 67 33 57 62 83
22018
GRABOSM
A comprehensive MCP server providing 30 tools for geocoding, routing, and OpenS…
C 67 44 86 33 59 82
22019
suekou
mcp-notion-server Claim
Interacting with Notion API
C 67 43 78 25 N/A 67 95
22020
samirjani03
redteam-mcp Claim
A penetration testing MCP server that runs 20 hacking tools inside a Kali Linux…
C 67 33 70 N/A N/A 25 95
22021
VertexStudio
developer Claim
Comprehensive developer tools for file editing, shell command execution, and sc…
C 67 43 66 61 N/A 45 90
22022
ankitmalik84
A comprehensive Model Context Protocol (MCP) server for Notion integration with…
C 67 44 90 61 22 77
22023
thought2code
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
C 67 33 48 N/A N/A 63 95
22024
rach
Serves markdown instructions as tools to provide LLMs with team playbooks, codi…
C 67 44 86 57 32 81
22025
aahl
OKX MCP Server Claim 1
MCP Server for okx.com
C 67 43 59 60 N/A 66 84
22026
Martian-Engineering
Enables Claude Code to orchestrate a team of independent Claude Code sessions w…
C 67 43 60 52 N/A 62 94
22027
hanlulong
Give your AI agent accurate economic data. 330K indicators from FRED, World Ban…
C 67 33 60 N/A N/A 40 95
22028
fcn06
swarm Claim
SDK to build Agents in rust. Build and manage complex, self-correcting agent te…
C 67 43 58 63 N/A 49 95
22029
sapph1re
findata-mcp Claim
Real-time stocks, company fundamentals, FRED economic indicators (800k+ series)…
C 67 33 72 47 75
22030
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
22031
bromoket
x64dbg Claim 1
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineeri…
C 67 43 57 61 N/A 56 95
22032
CodingButterBot
GitHub CLI MCP Server Claim 1
An MCP server that wraps around the GitHub CLI tool, allowing AI assistants to …
C 67 43 63 60 N/A 44 95
22033
bellx2
Repsona MCP Server Claim
Enables integration with Repsona project management platform, allowing users to…
C 67 44 72 62 47 80
22034
jameslong
vancouver Claim
Simple MCP server library for Elixir.
C 67 33 50 N/A N/A 58 95
22035
xlzuvekas
Figma Copilot Claim
Enables AI assistants to interact with Figma designs programmatically, supporti…
C 67 44 94 31 52 80
22036
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
22037
refmdio
Enables chatbots to browse, search, create, and edit Markdown documents stored …
C 67 44 78 66 30 81
22038
sapph1re
MCP server that synthesizes user feedback from multiple sources into actionable…
C 67 33 72 47 75
22039
alexgoller
Illumio MCP Server Claim 1
A Model Context Protocol server that enables conversational AI interaction with…
C 67 44 77 66 35 80
22040
ZhaoDiankui
mariadb-mcp Claim
C 67 33 60 N/A N/A 42 95
22041
markster-exec
A comprehensive business management suite that integrates CRM, sales intelligen…
C 67 44 96 42 35 81
22042
arielbk
anki-mcp Claim 1
MCP server for integrating with Anki flashcards through conversational AI
C 67 43 51 72 N/A 56 90
22043
benkaiser
Mob Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
C 67 44 72 71 42 76
22044
supermodeltools
mcpbr Claim
Model Context Protocol Benchmark Runner
C 67 43 68 35 N/A 70 95
22045
Blindex09
Skills MCP Server Claim
Exposes 1,334 skills as global MCP tools across Claude Desktop, VSCode, and Cur…
C 67 33 68 N/A N/A 27 95
22046
agenticmail
mcp Claim
Real email and SMS for AI agents — send mail, receive verification codes, drive…
C 67 43 60 43 N/A 71 95
22047
dynamicendpoints
A comprehensive MCP server for scanning and analyzing MESH by Viscount systems …
C 67 43 84 51 N/A 24 95
22048
pluginslab
vphone-mcp Claim
Enables programmatic control and AI-driven E2E testing of iOS virtual machines …
C 67 33 66 N/A N/A 31 95
22049
theYahia
tilda-mcp Claim 1
MCP server for Tilda API — projects, pages. 3 tools.
C 67 33 49 N/A N/A 58 95
22050
johnhuang316
A Model Context Protocol (MCP) server that helps large language models index, s…
C 67 43 64 35 N/A 78 94
Showing 22001–22050 of 59993 servers
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