MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5501
not-a-feature
Evo2 MCP Server Claim
Enables genomic sequence analysis through the Evo 2 model, supporting DNA seque…
B 73 55 84 38 68 83 93
5502
PraveerT
Provides system monitoring and management capabilities for Claude CLI, allowing…
B 73 54 84 56 N/A 16 95 99
5503
thehesiod
psquare Claim 1
MCP server for ParentSquare school-parent communication platform
B 73 55 39 82 N/A 50 95 100
5504
E-Conners-Lab
network-mcp Claim 1
Provides AI assistants with direct access to multi-vendor network devices for t…
B 73 55 88 41 53 80 98
5505
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5506
antivirusakash
Generate images using the OpenAI gpt-image-1 model seamlessly within your appli…
B 73 54 72 70 N/A 20 92 97
5507
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5508
EOSC-Data-Commons
Enables natural language search and discovery of open-access scientific dataset…
B 73 55 70 66 57 80 90
5509
jgravelle
jCodemunch MCP Claim
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
B 73 55 96 20 N/A 72 83 95
5510
berlinbra
BlueSky MCP Server Claim 1
Facilitates interaction with the BlueSky social network via its official API, a…
B 73 55 78 60 43 81 98
5511
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
5512
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5513
weero-finance
KaiaFun MCP Claim 1
An MCP server that enables token listing, trading, and interaction with the Kai…
B 73 55 75 62 55 77 95
5514
dm-nosov
Youtube2Text Claim
A powerful text extraction service that converts YouTube video content into cle…
B 73 55 90 57 34 76 100
5515
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5516
sdntechforum
Enables interaction with Cisco NX-OS devices by executing CLI commands via the …
B 73 55 66 75 45 80 96
5517
JamesANZ
bitcoin-mcp Claim 1
An MCP server that enables AI models to query the Bitcoin blockchain.
B 73 54 51 68 N/A 51 94 100
5518
Pradumnasaraf
aviationstack-mcp Claim 1
An MCP server using the AviationStack API to fetch real-time flight data includ…
B 73 55 51 68 75 80 100
5519
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5520
normal-coder
Gitee Claim 2
MCP Tool Server for Gitee, supporting the management of repository files/branch…
B 73 55 84 100 45 82 38
5521
sscmfi
Enables AI assistants to perform high-precision Price and Yield calculations fo…
B 73 55 90 58 30 82 91
5522
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5523
AnthonyRuffino
Greply MCP Server Claim
Enables file and directory searching through the greply CLI tool with configura…
B 73 55 66 82 N/A 49 87 75
5524
mxiamxia
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
B 73 55 66 82 37 81 90
5525
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 55 90 72 N/A 27 81 79
5526
chatmcp
Query and summarize your chat messages with AI prompts.
B 73 54 96 52 N/A 26 90 86
5527
jackedelic
MCP-Discord Claim
Enables AI assistants to interact with Discord servers through a bot, supportin…
B 73 55 96 82 43 81 45
5528
marcopesani
think-mcp-server Claim
A minimal MCP Server that provides Claude AI models with the 'think' tool capab…
B 73 55 70 60 48 84 98
5529
PaDev1
A protocol server enabling AI agents to control astrophotography equipment thro…
B 73 54 78 63 N/A 25 95 92
5530
seratch
An MCP server that provides deep knowledge about OpenAI APIs and SDKs, enabling…
B 73 55 75 68 53 78 89
5531
dimonb
Uptrace MCP Server Claim 1
An MCP server for the Uptrace observability platform that enables querying trac…
B 73 55 77 70 35 81 92
5532
GuangYiDing
MySQL MCP Server Claim
Enables interaction with MySQL databases through connection management, SQL exe…
B 73 55 64 73 52 80 94
5533
Ansvar-Systems
cypriot-law-mcp Claim
Cypriot legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 83 91
5534
umuterturk
Proto Server Claim
Enables AI assistants to explore and understand Protocol Buffer (.proto) files …
B 73 54 100 27 N/A 42 95 94
5535
haasonsaas
MCP Utility Tools Claim 1
A collection of tools that enhance MCP-based workflows with caching, retry logi…
B 73 55 90 65 N/A 71 95 39
5536
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 55 90 100 29 81 44
5537
webfansplz
Vue MCP Server Claim
Provides application insights for Vue apps by exposing component trees, state, …
B 73 54 66 52 N/A 52 95 100
5538
Flyworks-AI
Flyworks MCP Claim 1
A Model Context Protocol server that enables fast and free lipsync video creati…
B 73 55 65 70 60 80 91
5539
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5540
zhizhuodemao
JS Reverse MCP Claim
Enables AI coding assistants to debug and analyze JavaScript code in web pages …
B 73 54 84 25 N/A 62 94 99
5541
5ajaki
Enables Claude to interact with Ethereum nodes, allowing users to check ENS tok…
B 73 55 86 56 38 76 98
5542
rmaher001
hass-mcp-plus Claim
Enhanced Home Assistant MCP server with 22 context efficient tools for smart ho…
B 73 55 74 52 66 82 94
5543
karashiiro
my-cool-proxy Claim 1
An MCP server gateway that minimizes context usage via progressive Lua-driven d…
B 73 54 75 32 N/A 77 95 94
5544
sh6drack
zen-mcp Claim 1
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
B 73 54 75 58 N/A 37 89 99
5545
shawndrake2
Enables access to U.S. Census Bureau data including demographics, population, i…
B 73 55 90 62 27 81 92
5546
Hais
Enables comprehensive Slack workspace integration through AI assistants, allowi…
B 73 55 78 71 25 81 100
5547
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 55 94 82 51 81 44
5548
jantuitman
Provides Claude Desktop with secure access to multiple database connections, al…
B 73 54 84 50 N/A 21 95 100
5549
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5550
lorine93s
Marinade Finance MCP Server is an MCP server specifically designed for the Mari…
B 73 55 60 100 N/A 47 95 53
Showing 5501–5550 of 46347 servers
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