MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13101
fengin
A MCP server that integrates with Cursor IDE to generate images based on text d…
C 59 5⁄4 ◉ ⏳ 65 32 N/A 43 95 53
13102
nasir0md
Identifies high-risk patient cohorts and generates care gap closure plans using…
C 59 5⁄4 ◉ ⏳ 54 25 N/A 35 92 88
13103
yasukura-ms
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from t…
C 59 5⁄5 ◉ ⏳ 53 17 — 46 83 100
13104
peteknowsai
Remote MCP Server ⚡ Claim
A Cloudflare Workers implementation of Model Context Protocol (MCP) server that…
C 59 5⁄5 ◉ ⏳ 54 52 — 26 80 77
13105
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
13106
adhinugroho1711
Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents…
C 59 5⁄5 ◉ ⏳ 62 35 — 18 81 92
13107
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 5⁄5 ◉ ⏳ 62 32 — 22 81 93
13108
henry-insomniac
Horizon MCP ⚡ Claim 2
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
C 59 5⁄4 ◉ ⏳ 39 61 N/A 32 89 72
13109
ddkang1
MCP Memory ⚡ Claim 1
An MCP server implementing memory solutions for data-rich applications using Hi…
C 59 5⁄5 ◉ ⏳ 45 28 — 49 80 98
13110
chronis10
Enables users to manage Gmail by fetching recent emails with pagination and cre…
C 59 5⁄4 ◉ ⏳ 50 38 N/A 21 90 93
13111
BlinkVoid
PromptSmith ⚡ Claim 1
An MCP server that provides 'Reasoning as a Service' by analyzing tasks to sele…
C 59 5⁄5 ◉ ⏳ 53 17 — 53 84 93
13112
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
13113
njohnsn
Provides weather information through OpenWeather API, enabling users to get cur…
C 59 5⁄5 ◉ ⏳ 56 41 — 19 81 89
13114
shervinemp
An MCP server that analyzes Python codebases using AST, stores code elements in…
C 59 5⁄5 ◉ ⏳ 63 28 — 21 81 98
13115
GPBK-STUY
TreasuryOS Claim
An AI-powered treasury management MCP server that enables users to perform comm…
C 59 5⁄5 ◉ ⏳ 58 31 — 27 81 93
13116
Sallvainian
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dim…
C 59 6⁄6 ◉ ⏳ 94 10 0 76 83 100
13117
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 5⁄5 ◉ ⏳ 54 33 — 27 82 98
13118
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
13119
callmybot
Count occurrences of any character in your text instantly. Specify the characte…
C 59 6⁄6 ◉ ⏳ 72 67 0 29 80 100
13120
AlekseiMarchenko
Persistent memory for AI agents. Store, recall, and share knowledge across sess…
C 59 5⁄5 ◉ ⏳ 72 0 N/A 70 69 94
13121
Dan-Camargo
mcp-ytTranscript ⚡ Claim
Simple MCP server that returns the transcription of a Youtube video using url a…
C 59 5⁄4 ◉ ⏳ 50 35 N/A 23 90 96
13122
jikime
YouTube Toolbox ⚡ Claim 1
An MCP server that provides AI assistants with powerful tools to interact with …
C 59 5⁄5 ◉ ⏳ 57 43 — 22 81 88
13123
aliemregencer
Provide a flexible MCP server implementation that integrates with external tool…
C 59 5⁄4 ◉ ⏳ 54 43 N/A 21 95 77
13124
Kanta-Inc
A Model Context Protocol server that enables AI assistants to interact with Kan…
C 59 6⁄6 ◉ ⏳ 75 75 0 27 81 93
13125
Ansvar-Systems
egyptian-law-mcp ⚡ Claim
Egyptian legislation via MCP — full-text search across statutes and provisions
C 59 6⁄6 ◉ ⏳ 90 32 0 64 82 92
13126
ekdh600
A TypeScript server that fully implements the Model Context Protocol (MCP) stan…
C 59 5⁄4 ◉ ⏳ 78 48 N/A 29 80 48
13127
HyunJuHwan
Scenario Word ⚡ Claim
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
C 59 5⁄5 ◉ ⏳ 54 100 — 23 81 22
13128
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
13129
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
13130
nhn-commerce-fe
Enables AI coding tools like Cursor to access Figma design data through the Mod…
C 59 6⁄6 ◉ ⏳ 66 70 0 58 81 85
13131
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
13132
kwonsw812
kiwoom-mcp ⚡ Claim 2
An MCP server that enables natural language control of Kiwoom Securities accoun…
C 59 5⁄4 ◉ ⏳ 33 75 — 41 87 59
13133
avivshafir
trykittai-mcp-server
C 59 5⁄5 ◉ ⏳ 56 27 — 41 81 91
13134
KodyMullins
Provides tools to query e-commerce data including customer information, order d…
C 59 5⁄4 ◉ ⏳ 54 20 N/A 24 95 100
13135
quanticsoul4772
Enables formal logical reasoning, mathematical problem-solving, and proof const…
C 59 6⁄6 ◉ ⏳ 96 32 0 57 80 91
13136
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 5⁄5 ◉ ⏳ 60 31 — 24 81 93
13137
search-atlas-group
SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, prov…
C 59 6⁄6 ◉ ⏳ 60 72 0 52 81 91
13138
ish-joshi
Leonardo MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 5⁄5 ◉ ⏳ 59 33 — 23 81 93
13139
celestialdust
A LangGraph-powered research agent that performs iterative web searches using G…
C 59 6⁄6 ◉ ⏳ 82 53 0 42 82 91
13140
rockmelodies
Enables remote container security monitoring and management through Docker API …
C 59 5⁄5 ◉ ⏳ 60 32 — 37 81 85
13141
tylerjharden
flemcee ⚡ Claim 1
An MCP server that enables remote control and automation of FL Studio via the f…
C 59 5⁄4 ◉ ⏳ 53 28 N/A 39 80 97
13142
MaitreyaM
gmail-mcp-server ⚡ Claim
C 59 5⁄4 ◉ ⏳ 54 26 N/A 27 95 90
13143
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
13144
greedy52
teleport-docs-mcp ⚡ Claim
Enables AI assistants to search and retrieve information from Teleport document…
C 59 5⁄5 ◉ ⏳ 56 22 — 44 81 94
13145
iceener
Enables management of Google Calendar events across multiple calendars with nat…
C 59 6⁄6 ◉ ⏳ 96 46 0 35 82 91
13146
byjit
Toolkits MCP ⚡ Claim
A collection of image processing tools that enables users to optimize images, r…
C 59 5⁄4 ◉ ⏳ 48 30 N/A 31 92 93
13147
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 5⁄4 ◉ ⏳ 42 38 N/A 19 95 100
13148
shiquda
mediawiki-mcp-server ⚡ Claim 1
A MCP server that allows you to search and retrieve content on any wiki site us…
C 59 5⁄5 ◉ ⏳ 61 26 — 43 81 85
13149
gws8820
ShippingTracker ⚡ Claim
한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking
C 59 5⁄5 ◉ ⏳ 46 30 — 43 81 100
13150
ChristophePRAT
Enables access to Google Calendar events from a public ICS feed, allowing users…
C 59 5⁄5 ◉ ⏳ 54 33 — 27 81 99
Showing 13101–13150 of 69135 servers
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