MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4051
yigitkonur
example-mcp-server-streamable-http
B 75 55 78 71 38 81 97
4052
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
4053
MCERQUA
Freepik MCP Server Claim 1
An MCP server implementation that enables users to search, download Freepik res…
B 75 55 75 71 46 80 97
4054
arben-adm
This MCP server performs multi-topic searches in business, news, finance, and p…
B 75 55 78 68 41 82 100
4055
yigitkonur
example-mcp-server-sse
B 75 55 78 71 40 81 97
4056
ivanbaha
Enables AI agents to fetch, search, and retrieve markdown content from remote G…
B 75 55 78 72 41 81 95
4057
bolnet
memwright Claim 1
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
B 75 54 90 58 N/A 72 60 95
4058
rogerheykoop
Enables capturing high-quality native macOS screenshots using Safari through a …
B 75 55 78 100 N/A 42 95 45
4059
Antonytm
mcp-sitecore-server Claim 1
A Model Context Protocol server for Sitecore
B 75 54 59 66 N/A 78 87 93
4060
tw3lveparsecs
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
B 75 55 94 58 35 80 95
4061
zaeyasa
Access 30+ bioinformatics tools from 14 databases.
B 75 55 92 91 N/A 48 90 39
4062
Jayanth-Kulkarni-Avesha
Enables AI assistants to execute PromQL queries and discover metrics across mul…
B 75 55 76 68 51 80 96
4063
port-labs
Port MCP Server Claim 1
An MCP server that enables Claude to interact with Port.io's AI agent, allowing…
B 75 55 63 72 71 82 88
4064
geobio
Provides access to the National Park Service API to search for U.S. national pa…
B 75 55 78 72 48 82 90
4065
shariqriazz
Vertex AI MCP Server Claim 1
Implementation of Model Context Protocol (MCP) server that provides tools for a…
B 75 55 84 63 42 81 97
4066
WilliamLebrato
Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…
B 75 54 78 68 N/A 22 95 98
4067
konstzv
Enables Claude and other MCP clients to display native macOS notifications with…
B 75 55 78 100 N/A 27 95 54
4068
Qiskit
Qiskit MCP Server Claim 1
MCP server for Qiskit quantum computing with circuit serialization utilities
B 75 54 69 43 N/A 77 95 99
4069
limklister
A Model Context Protocol server that enables LLMs to perform web searches using…
B 75 55 73 65 49 83 100
4070
UtakataKyosui
Enables management of GitHub pull request review threads through natural langua…
B 75 55 80 91 69 81 45
4071
littlebearapps
outlook-assistant Claim
Ask your AI assistant to search your inbox, send emails, schedule meetings, man…
B 75 55 71 83 62 83 73
4072
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
4073
sam2332
Generates customizable test/placeholder images as PNG files with specified dime…
B 75 54 78 72 N/A 32 90 94
4074
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud -…
B 75 54 94 53 N/A 39 90 89
4075
zinja-coder
apktool-mcp-server Claim
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
B 75 54 72 45 N/A 72 92 97
4076
Phoenixrr2113
Debugger MCP Server Claim 1
Provides real-time debugging, code quality monitoring, and performance insights…
B 75 54 94 61 N/A 28 90 89
4077
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
4078
Jeetanshu18
Tavily MCP Server Claim
Provides AI assistants with real-time web search capabilities, intelligent data…
B 75 55 84 70 43 81 90
4079
LeeSinLiang
Godot MCP Claim 1
Enables AI assistants to interact with the Godot game engine by launching the e…
B 75 55 96 100 N/A 26 95 36
4080
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
4081
EnventDigital
Enables Adobe Express add-on developers to scaffold projects, access code examp…
B 75 55 90 61 35 81 99
4082
ltphat2204
Teable MCP Server Claim
Connects Teable no-code databases to LLMs, enabling AI agents to query records,…
B 75 55 76 68 47 81 97
4083
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
4084
Malayke
Fetches Hacker News discussion threads and linked article content in LLM-optimi…
B 75 55 90 57 49 80 94
4085
kzmshx
youtube-mcp Claim 1
An MCP server that enables the extraction of transcripts and detailed metadata …
B 75 55 51 82 73 81 91
4086
SynclyAI
GitLab MCP Server Claim
Enables AI-assisted code review and repository management for on-premise GitLab…
B 75 55 72 63 64 80 96
4087
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
4088
jcontini
macOS Contacts MCP Claim
Connects AI assistants to macOS Contacts app, allowing users to search, view, a…
B 75 55 94 100 N/A 23 95 40
4089
celeryhq
Simplified MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
B 75 55 77 68 59 81 87
4090
formulahendry
code-runner Claim
Code Runner MCP Server which can run code in various programming languages.
B 75 55 68 100 N/A 55 95 47
4091
sharansahu
MCP SQL Agent Claim
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
B 75 54 82 57 N/A 36 95 98
4092
monsterxx03
gospy Claim
Non-Invasive goroutine inspector
B 75 55 68 66 68 76 97
4093
scanady
Provides AI assistants with structured access to an organization's engineering …
B 75 54 88 61 N/A 27 95 89
4094
Rz017
Tavily MCP Server Claim 1
Provides AI assistants with real-time web search capabilities and intelligent d…
B 75 55 84 70 42 80 90
4095
1282saa
bk_mcp Claim 1
B 75 54 78 67 N/A 39 92 90
4096
jeffgolden
Exposes Cloudflare DNS, security, redirects and zone-settings functionality as …
B 75 55 80 72 47 78 93
4097
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 55 100 66 22 81 90
4098
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
4099
KrishnaRandad2023
reddit-mcp Claim
This server provides AI agents with tools to fetch, post and search on Reddit.
B 75 55 78 68 39 83 99
4100
thypon
Enables semantic search through markdown documentation in code repositories usi…
B 75 54 90 60 N/A 21 95 94
Showing 4051–4100 of 66415 servers
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