MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4901
JOravetz
A comprehensive MCP server for professional trading operations with Alpaca, pro…
B 74 55 84 66 28 83 95
4902
rakeshgangwar
TMDB MCP Server Claim
Enables AI assistants to search and retrieve movie information from The Movie D…
B 74 55 78 67 39 80 100
4903
RickoNoNo3
ThinkMem Claim 2
ThinkMem is an MCP server for memory management of large language models, offer…
B 74 55 82 82 59 90 45
4904
mfiume
Omics AI MCP Server Claim 2
Enables AI agents to conversationally interact with genomics research networks …
B 74 55 78 68 47 80 89
4905
InhiblabCore
mcp-image-compression Claim 1
MCP server for local compression of various image formats.
B 74 55 75 100 N/A 62 90 33
4906
dend
guildbridge Claim
🏰 Remotely hosted MCP server for Discord
B 74 55 62 73 N/A 54 80 100
4907
The-Focus-AI
Enables AI and LLM systems to interact with the Buttondown newsletter service, …
B 74 55 72 68 48 76 100
4908
SepulvedaRafael
BooksAPI-MCP Claim
A Model Context Protocol (MCP) server implementation built with Python and Fast…
B 74 54 64 65 N/A 40 95 100
4909
stackpress
Provides Stackpress framework context and documentation to AI utilities like Cl…
B 74 54 68 63 N/A 60 90 89
4910
gregkonush
MCP Obsidian Claim 1
A server implementation that allows AI assistants to read, create, and manipula…
B 74 54 66 70 N/A 34 95 95
4911
Cloudmeru
Provides read-only access to MetaTrader 5 market data, trading history, and tec…
B 74 54 84 46 N/A 66 92 81
4912
geocoding-ai
Geocoding MCP Server Claim 1
A Model Context Protocol server that provides geocoding services by integrating…
B 74 55 57 82 62 81 88
4913
mshaaban0
A TypeScript-based MCP server that interacts with Contentful's Delivery API, en…
B 74 55 86 55 47 82 96
4914
xunxiing
AstrBot MCP Claim 1
Provides operational control and automation tools for AstrBot developers, enabl…
B 74 55 62 82 70 81 75
4915
danielsebastianc
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
B 74 54 80 66 N/A 35 87 90
4916
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
4917
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 55 86 61 34 81 99
4918
btwiuse
npm-search-mcp-server Claim 1
MCP server for searching npm packages
B 74 55 75 100 N/A 46 95 39
4919
edemal
Enables interaction with Overseerr media request management through natural lan…
B 74 55 86 66 24 81 100
4920
guocong-bincai
YAPI MCP PRO Claim
Enables direct interaction with YApi API management platforms from AI editors l…
B 74 54 66 68 N/A 51 89 92
4921
epitaphe360
Railway MCP Server Claim
Enables management of Railway.app infrastructure through natural language, allo…
B 74 55 66 66 61 82 94
4922
shuttle-hq
Neptune MCP Server Claim
Enables AI agents to deploy applications to AWS with DevOps capabilities by aut…
B 74 55 60 66 78 76 99
4923
davidorex
A specialized MCP server for in-depth analysis of git repositories, offering to…
B 74 54 92 48 N/A 33 95 90
4924
ccabanillas
Notion MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
B 74 55 75 66 45 81 95
4925
ShawnDM
espn-mcp Claim
B 74 54 86 56 N/A 28 92 95
4926
bingal
Webshot MCP Claim
Enables taking screenshots of web pages with support for multiple devices (desk…
B 74 55 90 100 N/A 46 95 20
4927
larksuite
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
B 74 55 68 63 79 80 82
4928
Jij-Inc
Jij MCP Server Claim
A server that provides tools and utilities to support the implementation of Jij…
B 74 54 80 58 N/A 26 95 98
4929
ampcome-mcps
Enables task and project management in Todoist through natural language, suppor…
B 74 55 72 67 52 80 96
4930
ReGenNow
regennexus-mcp Claim
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…
B 74 54 90 43 N/A 47 92 93
4931
kaitpw
Direct access to the Revit API docs and related content.
B 74 55 84 70 30 81 90
4932
alexei-led
aws-mcp-server Claim
A lightweight but powerful server that enables AI assistants to execute AWS CLI…
B 74 55 88 31 86 80 92
4933
mario-andreschak
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
B 74 55 78 62 44 80 98
4934
anyrxo
ProtonMail Pro MCP Claim
Enables comprehensive ProtonMail management through SMTP and IMAP, supporting e…
B 74 54 94 48 N/A 23 95 96
4935
zeeweebee
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
B 74 54 68 62 N/A 44 90 100
4936
NightTrek
Terminally MCP Claim 1
An MCP server that gives AI assistants the ability to create, manage, and contr…
B 74 54 81 61 N/A 25 95 95
4937
ekim197
Enables users to manage Uber advertising campaigns through natural language by …
B 74 55 84 72 28 80 93
4938
pinkpixel-dev
Prysm MCP Server Claim 1
A Model Context Protocol server enabling AI assistants to scrape web content wi…
B 74 55 81 60 43 80 97
4939
wspringer
math-svg-mcp Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 55 62 100 N/A 56 95 48
4940
vishnu-m77
Ressl MCP Claim
Enables searching for keywords within files with case-sensitive/insensitive opt…
B 74 54 86 56 N/A 19 95 100
4941
isdaniel
MySQL MCP Performance Tuning Server - AI-powered MySQL performance tuning capab…
B 74 54 96 26 N/A 67 92 90
4942
pkdindustries
soulshack Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
B 74 54 84 71 N/A 77 90 46
4943
coderjun
An MCP server that integrates Shaka Packager with Claude AI applications, enabl…
B 74 55 59 82 N/A 48 89 90
4944
pma1999
An MCP server for academic research that enables paper search across 14 sources…
B 74 54 92 41 N/A 56 95 79
4945
anu-june
Confluence MCP Server Claim 1
Enables AI assistants to interact with Atlassian Confluence Cloud by providing …
B 74 55 78 65 42 78 100
4946
danielsogl
MCP server that enables AI agents to perform comprehensive web audits using Goo…
B 74 55 76 82 N/A 76 95 35
4947
arjunkmrm
Attio MCP Server Claim
Enables AI assistants to interact with Attio CRM through natural language, prov…
B 74 55 90 51 49 81 91
4948
atharvagupta2003
MCP Stripe Server Claim 1
A server that integrates with Stripe for handling payments, customers, and refu…
B 74 55 84 55 45 81 98
4949
aryanduntley
aifp Claim
Database-driven FP enforcement and project management for AI-maintained codebas…
B 74 54 96 26 N/A 62 92 91
4950
bmorphism
Slowtime MCP Server Claim 1
A secure Model Context Protocol server that manages time-based operations using…
B 74 54 96 57 N/A 17 90 92
Showing 4901–4950 of 59042 servers
« Prev 1 97 98 99 100 101 1181 Next »