MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4001
Azure-Samples
The Architecture Review Agent is an open-source AI agent sample that reviews so…
B 75 54 76 61 N/A 52 90 90
4002
jonnybottles
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
B 75 55 54 70 68 95 91
4003
fshamim
mcp-server-zep-cloud Claim 1
mcp-server-zep-cloud
B 75 55 94 91 45 81 46
4004
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
4005
Knuckles-Team
SearXNG MCP Server Claim
Enables privacy-respecting web searches through SearXNG metasearch engine with …
B 75 55 66 70 67 81 91
4006
theYahia
bitrix24-mcp Claim 1
MCP server for Bitrix24 CRM — deals, contacts, tasks via webhook API.
B 75 44 53 N/A N/A 58 95 95
4007
shjanjua
PPTX MCP Server Claim 2
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
B 75 55 78 91 N/A 21 87 84
4008
scorzeth
Anki MCP Server Claim 1
A server implementation that connects to a locally running Anki, enabling card …
B 75 55 80 82 N/A 42 95 65
4009
nntkio
UniFi MCP Server Claim
Enables AI assistants to interact with Ubiquiti UniFi network infrastructure fo…
B 75 55 78 61 50 81 100
4010
aircodelabs
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
B 75 54 84 46 N/A 56 95 89
4011
perminder-klair
Thoth MCP Server Claim 1
Model Context Protocol (MCP) server for Thoth content creation platform. Enable…
B 75 54 69 75 28 95 96
4012
madhan-g-p
DevDocs-MCP Claim
DevDocs-MCP is a MCP server that provides version-pinned, deterministic documen…
B 75 54 72 66 N/A 44 92 98
4013
GetCacheOverflow
cacheoverflow Claim 2
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
B 75 55 59 72 N/A 74 82 92
4014
patrice-truong
Node.js server that connects to Azure Cosmos DB NoSQL database, allowing users …
B 75 55 92 66 38 76 89
4015
milos-product-maker
Gives AI agents self-awareness about their cognitive state. Monitors token util…
B 75 54 66 61 N/A 56 92 98
4016
weinerac
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
B 75 55 78 70 35 83 98
4017
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
4018
daveremy
Apple Health MCP Claim 1
Enables users to query Apple Health metrics, workouts, and trends from CSV file…
B 75 55 78 100 N/A 51 95 36
4019
Skatterbrainz
MunicipalMCP Claim
Provides programmatic access to municipal codes, ordinances, and zoning regulat…
B 75 55 86 53 49 81 99
4020
garc33
Provides a secure, isolated JavaScript execution environment with configurable …
B 75 55 78 100 N/A 34 95 52
4021
dozzman
A server that enables fetching and filtering SonarCloud issues related to pull …
B 75 55 96 100 48 81 34
4022
localSummer
Task Manager MCP Claim
Enables intelligent task management with status tracking, dependency resolution…
B 75 54 88 58 N/A 29 95 92
4023
dev-brewery
Centrally manages Claude agent definitions, configurations, and custom commands…
B 75 55 94 58 27 81 99
4024
oghenetejiriorukpegmail
GitHub MCP Server Claim
Provides tools for interacting with GitHub's API through the MCP protocol, allo…
B 75 55 90 70 21 81 100
4025
qingmu0v0
mysql_mcp Claim
B 75 54 90 68 N/A 29 87 88
4026
Augmented-Nature
ChEMBL-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server providing advanced access t…
B 75 55 94 100 N/A 37 81 44
4027
hillaryTse
HackerNews MCP Server Claim 1
Enables AI agents and developers to search, retrieve, and analyze HackerNews co…
B 75 55 84 67 35 83 95
4028
peternagy1332
JSON Editor MCP Claim
Enables efficient JSON file editing with targeted read, write, delete, and deep…
B 75 54 78 53 N/A 50 95 93
4029
crosstraffic
HCM-LLM MCP Server Claim
A FastAPI-based server that enables AI assistants to perform Highway Capacity M…
B 75 55 80 58 67 80 90
4030
Rai220
think-mcp Claim
Enhances any agent's reasoning capabilities by integrating the think-tools, as …
B 75 55 68 100 N/A 54 95 51
4031
gqy20
genome-mcp Claim 1
Intelligent Genomic Data Server Provides high-quality gene information queries,…
B 75 55 72 82 71 81 68
4032
selvatuple
revibe-mcp Claim
Enables analysis of any GitHub repository to get architecture, file roles, exec…
B 75 54 72 68 55 81 99
4033
pieperz
Shopify MCP Server Claim 1
Enables interaction with Shopify store data through the GraphQL Admin API, supp…
B 75 55 72 75 53 80 90
4034
tobioffice
SearXNG MCP Server Claim 1
An MCP server that integrates with the SearXNG API to provide comprehensive web…
B 75 55 79 67 48 80 94
4035
Birdsmith
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
B 75 55 94 73 17 80 92
4036
liadgez
CodeBase Optimizer Claim
Provides comprehensive codebase analysis including project structure evaluation…
B 75 54 90 51 N/A 36 90 97
4037
yangjeep
Provides implementation guidance, code validation, and troubleshooting tools fo…
B 75 55 92 60 29 82 98
4038
mohammadnajeeb
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
B 75 55 84 68 37 81 93
4039
sdlbp
swagger-mcp-tool Claim
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
B 75 55 88 52 50 81 100
4040
clcc2019
Xray MCP Server Claim
Enables generation and validation of Xray-core proxy configurations using natur…
B 75 55 84 71 27 81 97
4041
pskill9
This MCP server provides a tool to download entire websites using wget. It pres…
B 75 55 86 100 N/A 24 95 46
4042
ericsegovia
A basic serverless MCP server example running on Netlify Functions using Expres…
B 75 66 78 75 85 21 81 95
4043
SonAIengine
ku-portal-mcp Claim 2
Enables Korea University students to query their KUPID portal and Canvas LMS us…
B 75 55 63 82 52 95 78
4044
gyoridavid
short-video-maker Claim
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the …
B 75 55 76 70 N/A 58 82 84
4045
erichung9060
android-mobile-mcp Claim
B 75 55 60 82 N/A 38 90 98
4046
d3lta02
Prover MCP Claim 1
Enables AI assistants to control Succinct Prover Network operations on Sepolia …
B 75 54 84 68 N/A 21 90 98
4047
jchambless
Provides AI-powered tools for MonoGame development, including API documentation…
B 75 54 84 62 N/A 38 92 89
4048
vltansky
A TypeScript template for building Model Context Protocol servers with example …
B 75 54 78 60 N/A 42 95 93
4049
dynamicendpoints
Interact with Microsoft Bookings seamlessly through the Microsoft Graph API. Ac…
B 75 54 78 66 N/A 23 95 100
4050
galacoder
Provides a standardized interface for LLMs to read, create, and manage Google C…
B 75 54 86 75 N/A 23 89 88
Showing 4001–4050 of 59221 servers
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