MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13051
klauern
MCP YNAB Server ⚡ Claim 1
An MCP server that allows users to interact with YNAB data, enabling access to …
C 59 5⁄5 ◉ ⏳ 45 42 — 31 80 96
13052
LebedAlIv2601
Provides weather forecast data for any location using the Open-Meteo API, retur…
C 59 6⁄6 ◉ ⏳ 84 68 0 27 81 89
13053
namiraprita
Polyglot ⚡ Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 5⁄5 ◉ ⏳ 39 62 — 41 81 72
13054
yeonupark
MCP-Soccerdata ⚡ Claim
An open-source MCP server that connects to the SoccerDataAPI to deliver up-to-d…
C 59 5⁄5 ◉ ⏳ 60 27 — 43 81 86
13055
RuoJi6
A tool for detecting and cleaning Java memory shells via local or SSH remote ex…
C 59 5⁄5 ◉ ⏳ 54 30 — 61 71 83
13056
IcyKallen
AWS CLI MCP Server ⚡ Claim 1
An MCP server that enables Claude to generate and execute AWS CLI commands, all…
C 59 5⁄5 ◉ ⏳ 45 56 — 20 81 88
13057
clicon
Clixon MCP Server ⚡ Claim
Enables AI agents to fetch and query network device configurations from Clixon-…
C 59 5⁄5 ◉ ⏳ 54 41 — 27 80 91
13058
inErrataAI
Enables AI agents to search for answers, log unresolved questions, and automati…
C 59 5⁄5 ◉ ⏳ 76 0 — 35 81 99
13059
ahnlabio
bicscan-mcp ⚡ Claim
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even d…
C 59 5⁄5 ◉ ⏳ 42 35 — 52 80 92
13060
sebivarga
PostgreSQL MCP Server ⚡ Claim 1
Enables Claude to interact with PostgreSQL databases by executing SQL queries, …
C 59 5⁄5 ◉ ⏳ 54 51 — 27 67 94
13061
hankerbiao
Redfish MCP Server ⚡ Claim
Enables interaction with Redfish-compliant BMC devices for server management, f…
C 59 5⁄5 ◉ ⏳ 56 36 — 27 81 90
13062
sergeiledvanov
Wise MCP Server ⚡ Claim
Enables access to Wise API functionality for managing recipients and sending mo…
C 59 5⁄5 ◉ ⏳ 60 38 — 28 81 83
13063
tomaitagaki
X MCP Server ⚡ Claim 1
Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, …
C 59 6⁄6 ◉ ⏳ 78 68 0 24 80 99
13064
motiondesignlv
A local development server that provides an interface for managing and accessin…
C 59 5⁄5 ◉ ⏳ 62 82 N/A 18 95 17
13065
sposer
mcp-fetch ⚡ Claim
A minimal MCP server that enables HTTP requests with any method, headers, and b…
C 59 5⁄5 ◉ ⏳ 50 33 — 45 81 90
13066
dmarsters
Provides a catalog of curated author writing styles and tools to blend or analy…
C 59 5⁄5 ◉ ⏳ 60 25 — 27 83 99
13067
BrayanTM
MCP Gastos ⚡ Claim
Enables personal expense management through CSV storage, allowing AI agents to …
C 59 5⁄4 ◉ ⏳ 50 30 N/A 24 95 92
13068
apito-io
Apito MCP Server ⚡ Claim 1
Enables LLMs to interact with Apito's system GraphQL API to build and manage he…
C 59 6⁄6 ◉ ⏳ 80 65 0 29 80 92
13069
peterw
Trackings MCP Server ⚡ Claim 1
Integrates Claude Desktop with trackings.ai to manage projects, configure keywo…
C 59 6⁄6 ◉ ⏳ 78 68 0 24 78 98
13070
mcpauth
MCPAuth ⚡ Claim
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
C 59 6⁄6 ◉ ⏳ 56 68 0 56 81 100
13071
Aias
Use this MCP server to search barnsworthburning.net, a digital commonplace book…
C 59 6⁄6 ◉ ⏳ 70 62 0 43 83 100
13072
sideffect263
Enables network scanning and security assessment using Nmap through MCP, allowi…
C 59 5⁄5 ◉ ⏳ 54 72 — 29 78 52
13073
jeffrade
Demo MCP Server ⚡ Claim
A demonstration MCP server built with FastAPI and FastMCP that exposes a simple…
C 59 5⁄4 ◉ ⏳ 48 30 N/A 24 95 97
13074
topotal
Waroom MCP ⚡ Claim
A Model Context Protocol (MCP) server that enables interaction with Waroom API …
C 59 5⁄5 ◉ ⏳ 54 100 — 31 81 13
13075
yuna0x0
yuna0x0-hackmd-mcp ⚡ Claim 1
Interact with your HackMD notes and teams seamlessly. Manage your notes, view r…
C 59 6⁄6 ◉ ⏳ 57 72 0 75 70 94
13076
CryptoDappDev
Integrates Piper TTS into the Model Context Protocol, allowing AI assistants to…
C 59 5⁄4 ◉ ⏳ 50 35 N/A 19 95 90
13077
njohnsn
Provides weather information through OpenWeather API, enabling users to get cur…
C 59 5⁄5 ◉ ⏳ 56 41 — 19 81 89
13078
kcbabo
my-mcp ⚡ Claim 1
An MCP server framework featuring dynamic tool loading and a modular one-tool-p…
C 59 5⁄5 ◉ ⏳ 53 33 — 32 80 94
13079
HyunjunJeon
All-Search MCP Server ⚡ Claim 1
An MCP server that enables web search and document retrieval capabilities throu…
C 59 5⁄5 ◉ ⏳ 63 43 — 24 81 78
13080
vwinterdev
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
C 59 5⁄5 ◉ ⏳ 60 61 — 26 81 55
13081
slg1119
MySQL MCP Server ⚡ Claim
Provides MySQL database integration for AI assistants and other MCP clients, al…
C 59 5⁄5 ◉ ⏳ 60 26 — 23 81 99
13082
BitwaveCorp
Price Service MCP ⚡ Claim
Provides real-time and historical cryptocurrency price data from multiple excha…
C 59 6⁄6 ◉ ⏳ 86 55 0 29 81 95
13083
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 5⁄5 ◉ ⏳ 60 31 — 24 81 93
13084
gunning4it
Epitome Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
C 59 6⁄6 ◉ ⏳ 78 68 0 45 81 81
13085
cploujoux
Puppeteer MCP Server ⚡ Claim 3
A Model Context Protocol server that provides browser automation capabilities u…
C 59 5⁄5 ◉ ⏳ 57 82 N/A 16 82 42
13086
autonsol
atxp-mcp Claim
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and…
C 59 5⁄5 ◉ ⏳ 76 0 — 35 81 99
13087
zcaceres
easy-mcp ⚡ Claim 1
Simplifies creating MCP servers in TypeScript with an Express-like API and expe…
C 59 5⁄4 ◉ ⏳ 96 26 N/A 61 95 9
13088
enkhbold470
Enables interaction with Instagram API functionality through a FastMCP-based se…
C 59 5⁄5 ◉ ⏳ 60 36 — 19 81 91
13089
dvladimirov
A server implementation that provides a unified interface for OpenAI services, …
C 59 5⁄5 ◉ ⏳ 48 33 — 44 81 92
13090
I4cTime
q-ring ⚡ Claim
Quantum-inspired keyring for AI coding agents with superposition, entanglement,…
C 59 5⁄4 ◉ ⏳ 54 0 N/A 69 89 94
13091
GonTwVn
GonMCPtool ⚡ Claim 2
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
C 59 5⁄5 ◉ ⏳ 54 82 N/A 46 89 16
13092
sheacoding
MCP Reminder ⚡ Claim 1
An MCP server for managing alarms and todo lists with support for natural langu…
C 59 5⁄4 ◉ ⏳ 39 43 N/A 27 91 94
13093
Financier-Nuri
MiniMax MCP Server ⚡ Claim 1
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
C 59 5⁄5 ◉ ⏳ 84 0 — 27 81 98
13094
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 5⁄5 ◉ ⏳ 68 15 — 33 81 95
13095
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
C 59 6⁄6 ◉ ⏳ 66 61 0 54 81 94
13096
edgeedgehq
coverageunlocked ⚡ Claim
AI-powered insurance denial appeals. Win probabilities, payer intelligence & re…
C 59 5⁄5 ◉ ⏳ 72 0 N/A 55 81 92
13097
zarq-ai
nerq-trust-engine ⚡ Claim 1
AI agent trust engine — preflight checks, KYA due diligence, search 204K+ agent…
C 59 6⁄6 ◉ ⏳ 78 52 0 46 83 99
13098
suxiongye
random-web3-mcp ⚡ Claim
RandomWeb3MCP is a random element generation service based on EVM block hash. T…
C 59 5⁄5 ◉ ⏳ 60 22 — 28 83 97
13099
mokesmokane
Test MCP Server ⚡ Claim
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
C 59 6⁄6 ◉ ⏳ 84 66 0 22 81 91
13100
vishalmysore
An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) wi…
C 59 5⁄5 ◉ ⏳ 51 46 — 44 81 71
Showing 13051–13100 of 69135 servers
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