MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29629
Scored
2112
Verified
16952
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22001
funwarioisii
mcp-rb Claim
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
C 67 33 54 N/A N/A 53 95
22002
jkoelker
A server that implements the Model Context Protocol for Schwab API, allowing ac…
C 67 44 80 43 59 81
22003
ReduceMyIns
n8n-nodes-momentum Claim 1
C 67 33 60 N/A N/A 40 95
22004
zjl13
A boilerplate template for developing Model Context Protocol (MCP) servers, pro…
C 67 43 74 63 N/A 31 90
22005
repaera
chat Claim
Chat Client for Your Service's MCP Server
C 67 33 56 N/A N/A 47 95
22006
mikusnuz
cws-mcp Claim 1
MCP server for Chrome Web Store extension management — 8 tools for upload, publ…
C 67 33 57 72 75
22007
otaviocc
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 67 33 48 N/A N/A 61 95
22008
benkaiser
Mob Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
C 67 44 72 71 42 76
22009
VertexStudio
developer Claim
Comprehensive developer tools for file editing, shell command execution, and sc…
C 67 43 66 61 N/A 45 90
22010
aahl
OKX MCP Server Claim 1
MCP Server for okx.com
C 67 43 59 60 N/A 66 84
22011
JosueM1109
Self-hosted, read-only MCP server that connects your banks and investments via …
C 67 33 58 N/A N/A 66 78
22012
markster-exec
A comprehensive business management suite that integrates CRM, sales intelligen…
C 67 44 96 42 35 81
22013
ivossos
Enables interaction with Oracle EPM Cloud Financial Consolidation and Close (FC…
C 67 44 84 63 29 80
22014
FutureAtoms
AI-native orchestration layer with 80+ tools for task management, code editing,…
C 67 44 100 31 42 80
22015
mehmetbaykar
The fastest way to build MCP servers in Swift.
C 67 33 50 N/A N/A 60 95
22016
sunjoonkim
openslide-python Claim
C 67 33 56 N/A N/A 50 95
22017
andreacappelletti97
google-flights Claim 1
MCP server for Google Flights: search, price tracking, cabin comparison, emissi…
C 67 33 51 N/A N/A 58 95
22018
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
22019
nfemmanuel
iranti Claim
Persistent shared memory for AI coding agents. Stores facts as `entity/key/valu…
C 67 33 60 68 75
22020
GigaChatTester
HubSpot MCP Server Claim
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
C 67 44 62 71 53 81
22021
snyk
mcp Claim
Easily find and fix security issues in your applications leveraging Snyk platfo…
C 67 43 60 40 N/A 75 95
22022
BlockchainRev
Apollo MCP Server Claim 1
Enables sales intelligence and outreach automation through Apollo.io's 275M+ co…
C 67 44 88 38 49 82
22023
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
22024
WhiskeyHouse
Enables AI assistants to interact with Inductiveautomation's Ignition SCADA/MES…
C 67 44 60 70 55 81
22025
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
22026
dynamicendpoints
A comprehensive MCP server for scanning and analyzing MESH by Viscount systems …
C 67 43 84 51 N/A 24 95
22027
supermodeltools
mcpbr Claim
Model Context Protocol Benchmark Runner
C 67 43 68 35 N/A 70 95
22028
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
22029
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
22030
Nealmalhotra
calhacks Claim
C 67 33 72 N/A N/A 21 95
22031 C 67 33 62 N/A N/A 37 95
22032
Tapetide-hq
stock-research-mcp Claim
NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII …
C 67 33 64 N/A N/A 49 83
22033
sgx-labs
statelessagent Claim
Memory with provenance tracking — records where agent knowledge originated and …
C 67 43 60 46 N/A 70 95
22034
chrischall
resy-mcp Claim
Resy reservation management — search, book, cancel, favorites, and Priority Not…
C 67 33 66 N/A N/A 59 75
22035
Mutahar456
n8n-MCP Claim 1
An MCP server that empowers AI assistants to build, validate, and manage n8n wo…
C 67 44 79 43 69 76
22036
cosmicjs
Cosmic MCP Server Claim 2
An MCP server that enables AI assistants to manage content, media, and schemas …
C 67 44 63 75 45 80
22037
MissionSquad
mcp-github Claim 1
Anthropic's github MCP server, but better. Support for more endpoints. Includin…
C 67 44 72 68 44 76
22038
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
22039
suekou
mcp-notion-server Claim
Interacting with Notion API
C 67 43 78 25 N/A 67 95
22040
dinwal
Provides AI assistants with access to the RecurPost API to manage social media …
C 67 33 68 N/A N/A 29 95
22041
karkir0003
MyPlayground Claim
Provides demo tools for addition, mock weather data, and username generation.
C 67 33 56 N/A N/A 48 95
22042
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
22043
PromptExecution
Expose curated Justfile recipes via MCP for safe deterministic automation.
C 67 43 48 58 N/A 82 90
22044
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
22045
daedalus
mcp-zabbix Claim 1
MCP server for Zabbix API - exposes all Zabbix API functionality via MCP
C 67 33 45 N/A N/A 67 95
22046
samvallad33
Vestige Claim
A local cognitive memory server for MCP-compatible AI agents, providing persist…
C 67 43 60 35 N/A 87 92
22047
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
22048
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
22049
tercumantanumut
selene Claim
Selene is a desktop app that runs AI agents on your machine. Connect them to yo…
C 67 43 64 37 N/A 76 94
22050
bourbonkk
k8s-pilot Claim
A lightweight, centralized control plane server that enables management of mult…
C 67 44 84 37 58 81
Showing 22001–22050 of 48680 servers
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