MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9551
truaxki
PDF to PNG MCP Server Claim 2
A Model Context Protocol server that converts PDF documents into PNG images thr…
C 67 54 71 45 N/A 18 95 96
9552
NehoraiHadad
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
C 67 55 76 32 53 82 90
9553
marc-hanheide
Enables loading, reviewing, and redacting sensitive content in PDF documents th…
C 67 55 60 58 38 81 94
9554
relaxcloud-cn
MCP Port Scanner Claim
An intelligent layered port scanning service based on MCP protocol, designed fo…
C 67 55 80 28 53 81 90
9555
AyaanShaheer
Integrates the EduChain library to generate educational content including multi…
C 67 54 64 55 N/A 16 92 98
9556
mattapperson
poof-mcp Claim 1
An MCP server that enables AI agents to control the macOS Terminal.app using Ap…
C 67 54 51 58 N/A 32 89 100
9557
damonhess
Enables integration with Leantime project management software, allowing users t…
C 67 55 60 65 22 81 98
9558
Bs4876
Enables AI agents to automate local software management workflows including ins…
C 67 54 60 56 N/A 30 87 97
9559
tech-ibaad
E2B Remote Server Claim
Manage sandboxes, run commands, host websites, and read or write files remotely…
C 67 54 40 60 N/A 41 95 99
9560
lis186
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
C 67 55 69 100 57 81 17
9561
kukapay
etf-flow-mcp Claim
Delivering crypto ETF flow data to power AI agents' decision-making.
C 67 55 66 46 40 80 98
9562
moecodeshere
Postgres MCP Pro Claim
An open source Model Context Protocol server for PostgreSQL that provides datab…
C 67 55 72 30 50 82 99
9563
Kshitij-21
Enables AI assistants to interact with the Zerodha trading platform for placing…
C 67 55 60 68 19 81 95
9564
slicequeue
Provides real-time Korean subway information including station search and train…
C 67 55 66 73 24 81 78
9565
ahmedelshazly27
OpenDSS MCP Server Claim
Enables conversational power system analysis by connecting Claude AI with EPRI'…
C 67 54 66 33 N/A 59 95 86
9566
study-flamingo
A comprehensive Model Context Protocol server for managing Dungeons & Dragons c…
C 67 55 54 100 N/A 30 95 42
9567
drew6050
Provides ML-powered revenue intelligence for sales and customer success teams, …
C 67 55 84 48 21 81 90
9568
Processori7
SQL MCP Server Claim
Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and…
C 67 55 78 53 19 81 94
9569
luis0794
Violett MCP Server Claim 2
A Model Context Protocol server that provides tools for fetching and posting HT…
C 67 55 75 100 26 81 36
9570
hridayshah7
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
C 67 55 84 42 33 76 92
9571
He110te4m
A feature-complete TypeScript project template for rapidly developing Model Con…
C 67 55 72 82 N/A 25 95 46
9572
edgardamasceno-dev
Extracts structured dictionary data from the Longman Dictionary of Contemporary…
C 67 55 78 91 27 81 40
9573
GarethCott
A Model Context Protocol server providing both read and write access to Postgre…
C 67 55 69 53 32 81 94
9574
kh-mahmoud
HTTP MCP Server Claim 1
An MCP server that enables AI assistants to fetch public GitHub repository list…
C 67 55 57 66 29 81 95
9575
Travis-Prall
GovInfo MCP Server Claim 1
A Model Context Protocol server that provides LLM-friendly access to the offici…
C 67 55 57 68 23 81 100
9576
qso-graph
qrz-mcp Claim
MCP server for QRZ.com — callsign lookups, DXCC entity resolution, and logbook …
C 67 54 66 43 38 94 91
9577
kurojs
Wayland MCP Server Claim
Enables AI assistants to automate Wayland desktop environments through screensh…
C 67 54 66 38 N/A 34 95 97
9578
eludden35
Provides comprehensive HIPAA compliance guidance for developers building health…
C 67 55 84 70 N/A 44 95 26
9579
first-it-consulting
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to fetch current wea…
C 67 55 63 46 43 81 100
9580
akworob
MariaDB MCP Server Claim
Enables AI assistants to interact with MariaDB databases through schema explora…
C 67 55 66 62 19 80 98
9581
Dwhyte
An MCP server that provides tools to query and interact with MongoDB user colle…
C 67 54 63 52 N/A 21 95 93
9582
lh8966
GitLab WeChat MCP Claim
Enables users to retrieve GitLab commit records and automatically generate dail…
C 67 55 84 60 18 81 78
9583
mario-andreschak
Provides image recognition capabilities using Anthropic Claude Vision and OpenA…
C 67 55 72 41 41 81 94
9584
Pantainos-Toolkit
Integrates with Perplexity's API to provide web search and AI-powered answers w…
C 67 55 60 68 30 80 89
9585
LBJWt
FFmpeg MCP Tool Claim
Enables image and video processing through FFmpeg, including compression, forma…
C 67 54 72 51 N/A 19 95 87
9586
eugenechen0514
mac-apps-launcher Claim
fork from https://github.com/JoshuaRileyDev/mac-apps-launcher
C 67 54 56 52 N/A 25 95 100
9587
kfrzr
A starter template for building MCP servers with FastMCP, providing testing, li…
C 67 54 54 51 N/A 41 95 94
9588
benjaminr
chrome-devtools-mcp Claim 1
An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Inte…
C 67 54 57 31 N/A 69 95 91
9589
scooter-lacroix
Sandbox MCP Claim
Production-ready MCP server for secure Python code execution with artifact capt…
C 67 55 54 38 75 80 96
9590
goodfel10w
MCP Server für automatische Generierung professioneller Willkommenstexte für ne…
C 67 55 66 82 N/A 53 83 46
9591
qiao101660
Amap MCP Server Claim
Provides comprehensive geographic information services and route planning for A…
C 67 55 54 73 32 82 87
9592
agentic-ops
real-estate-mcp Claim
A demo showcase of a comprehensive MCP Server setup using a real estate website…
C 67 55 84 20 N/A 44 83 99
9593
kamath
Enables creating temporary email inboxes and sending emails through the AgentMa…
C 67 55 54 68 26 82 100
9594
GabrielOutbound1
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 67 55 54 72 26 80 98
9595
kunwarmahen
Enables AI to query and manage PostgreSQL and MongoDB databases through natural…
C 67 55 72 53 21 81 98
9596
IBM
A lightweight Python-based microservice that provides simple echo functionality…
C 67 55 54 91 N/A 52 95 34
9597
thomaskelly281
An MCP server that provides a copywriter agent to automatically enforce predefi…
C 67 55 63 61 30 82 92
9598
smith-nathanh
yt-fetch Claim 1
An MCP server that enables interaction with the YouTube Data API, allowing user…
C 67 55 71 56 21 81 94
9599
jbuchan
Enables AI agents to perform comprehensive accessibility audits on websites usi…
C 67 55 78 75 N/A 25 95 47
9600
yemi33
Loop Page Viewer Claim
Enables users to view and edit Microsoft Loop pages as interactive markdown wid…
C 67 55 66 58 30 81 93
Showing 9551–9600 of 48148 servers
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