MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22001
lexwhiting
Discover monetized AI tools on SettleGrid. Search by category, get pricing.
C 67 33 60 N/A N/A 41 95
22002
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
22003
govindgnair23
redflag-mcp Claim 1
An MCP server that provides queryable access to Anti-Money Laundering (AML) red…
C 67 33 65 N/A N/A 32 95
22004
supermodeltools
mcpbr Claim
Model Context Protocol Benchmark Runner
C 67 43 68 35 N/A 70 95
22005
rmrfslashbin
Hue MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to control Philips H…
C 67 43 57 66 N/A 50 95
22006
alexgoller
Illumio MCP Server Claim 1
A Model Context Protocol server that enables conversational AI interaction with…
C 67 44 77 66 35 80
22007
devmagary
Enables AI agents to directly manipulate RPG Maker MZ projects through natural …
C 67 43 72 61 N/A 27 95
22008
theYahia
elma365-mcp Claim 1
MCP server for ELMA365 API providing tools to manage app items, BPM tasks, proc…
C 67 33 49 58 95
22009
mfakbar127
MCP-Ables Claim
Turns any shell command into an MCP server by defining command-line tools in si…
C 67 43 72 61 N/A 27 95
22010
rach
Serves markdown instructions as tools to provide LLMs with team playbooks, codi…
C 67 44 86 57 32 81
22011
snyk
mcp Claim
Easily find and fix security issues in your applications leveraging Snyk platfo…
C 67 43 60 40 N/A 75 95
22012
qingyun-wu
This server enables users to programmatically scrape and access Google Maps rev…
C 67 43 78 60 N/A 21 95
22013
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
22014
cosmicjs
Cosmic Claim 2
Manage Cosmic CMS content, media, object types, and AI generation from any MCP …
C 67 44 63 75 45 80
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
sapph1re
findata-mcp Claim
Real-time stocks, company fundamentals, FRED economic indicators (800k+ series)…
C 67 33 72 47 75
22017
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
22018
johnhuang316
A Model Context Protocol (MCP) server that helps large language models index, s…
C 67 43 64 35 N/A 78 94
22019
ruvnet
Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. E…
C 67 43 96 22 N/A 50 90
22020
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
22021
mizukaizen
nightglass Claim 1
Screenshot API for MCP clients. Capture any URL as PNG with mockup mode support.
C 67 33 68 N/A N/A 44 83
22022
sueinchoi
nonmem-mcp-server Claim 1
An MCP server for NONMEM pharmacometric modeling that provides structured acces…
C 67 44 81 47 48 83
22023
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
22024
karthikravva
MCP Energy Hub Claim
Provides real-time US power grid intelligence and carbon intensity data to enab…
C 67 44 72 66 43 78
22025
zjl13
A boilerplate template for developing Model Context Protocol (MCP) servers, pro…
C 67 43 74 63 N/A 31 90
22026
Epistates
TurboMCP Claim
TurboMCP SDK: Enterprise MCP SDK in Rust
C 67 43 56 43 N/A 82 92
22027
bourbonkk
k8s-pilot Claim
A lightweight, centralized control plane server that enables management of mult…
C 67 44 84 37 58 81
22028
ivossos
Enables interaction with Oracle EPM Cloud Financial Consolidation and Close (FC…
C 67 44 84 63 29 80
22029
sapph1re
MCP server that synthesizes user feedback from multiple sources into actionable…
C 67 33 72 47 75
22030
otaviocc
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 67 33 48 N/A N/A 61 95
22031
LoamStudios
A GitHub MCP Server extension for Zed
C 67 43 42 68 N/A 72 95
22032
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
22033
ReduceMyIns
n8n-nodes-momentum Claim 1
C 67 33 60 N/A N/A 40 95
22034
jamesrosing
tebra Claim 2
MCP server for Tebra/Kareo practice management — patients, billing, scheduling,…
C 67 33 63 N/A N/A 52 83
22035
nthImpulse
phantom-mcp Claim 1
An MCP server that enables Claude Code to visually test and control iOS simulat…
C 67 33 51 N/A N/A 55 95
22036
refmdio
Enables chatbots to browse, search, create, and edit Markdown documents stored …
C 67 44 78 66 30 81
22037
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
22038
mikusnuz
meta-ads-mcp Claim 2
MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad…
C 67 33 61 67 75
22039
Lyellr88
marm-mcp-server Claim
Universal MCP Server with advanced AI memory capabilities and semantic search.
C 67 43 54 58 N/A 68 90
22040
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
22041
tamago-labs
Enables AI agents to interact with Tapp Exchange, a decentralized exchange on A…
C 67 43 72 68 N/A 28 90
22042
kesslerio
YOURLS-MCP Claim
A Model Control Protocol server that enables Claude Desktop to interact with yo…
C 67 44 96 43 34 81
22043
MementoRC
MCP Git Server Claim 1
A Model Context Protocol server that enables LLMs to interact with Git reposito…
C 67 44 63 67 55 80
22044
benswork-space
canido-mcp Claim
Look up permits, licenses, and fees for food service businesses in Austin, SF, …
C 67 33 72 N/A N/A 37 83
22045
mazemax
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
C 67 43 56 55 N/A 67 92
22046
suekou
mcp-notion-server Claim
Interacting with Notion API
C 67 43 78 25 N/A 67 95
22047
promptexecution
just-mcp Claim
Justfile integration that enables LLMs to execute any CLI or script commands wi…
C 67 43 48 58 N/A 80 90
22048
aahl
OKX MCP Server Claim 1
MCP Server for okx.com
C 67 43 59 60 N/A 66 84
22049
felipethecosta
Computer Use MCP Claim 1
An MCP server for computer automation that provides tools for screenshots, mous…
C 67 33 63 N/A N/A 35 95
22050
xonack
Enables complete management of X (Twitter) accounts through a single API key, s…
C 67 44 72 73 33 81
Showing 22001–22050 of 67226 servers
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