MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7901
Atomzzm
MCP MySQL Server Claim 4
A Model Context Protocol server that enables AI models to interact with MySQL d…
B 70 55 81 100 39 76 39
7902
Ejb503
A specialized Model Context Protocol (MCP) server that enables AI-powered inter…
B 70 55 92 45 28 80 93
7903
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7904
PraneshASP
Foundry MCP Server Claim
A lightweight, fast MCP server that provides onchain capabilities for the LLMs …
B 70 55 66 58 54 81 91
7905
nonsleepr
Enables dynamic instrumentation of running processes through Frida, allowing us…
B 70 55 74 71 24 80 91
7906 B 70 54 62 63 N/A 37 90 94
7907
Go-555
Note Post MCP Claim
Enables automated publishing and draft saving to note.com platform using Playwr…
B 70 55 78 100 N/A 33 95 25
7908
nabid-pf
Enables AI assistants to analyze and summarize YouTube videos by extracting cap…
B 70 55 60 58 52 81 100
7909
odgrim
MCP DateTime Claim 1
A TypeScript server implementing the Model Context Protocol (MCP) that provides…
B 70 55 60 61 42 83 100
7910
Tairon-ai
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
B 70 55 66 61 44 80 98
7911
Tikous
Controls a real Chrome browser to navigate web pages and extract text content w…
B 70 54 72 62 N/A 21 91 93
7912
ampcome-mcps
Notion MCP Server Claim
Connects AI assistants to Notion workspaces, allowing users to search, create, …
B 70 55 72 68 21 82 93
7913
shaunie2fly
Enables creation and management of professional email templates using MJML mark…
B 70 55 78 100 28 81 43
7914
kurror
A server that enables communication with multiple unichat-based MCP servers sim…
B 70 55 84 61 20 81 89
7915
frishtik
MCP server exposing multiple OSINT tools for AI assistants like Claude
B 70 54 90 28 N/A 42 95 88
7916
cs97jjm3
Provides UK-centric date calculations including bank holiday integration, sprin…
B 70 55 78 57 24 81 98
7917
manolaz
A Model Context Protocol server that enables AI models to interact with the Sol…
B 70 55 59 71 43 81 90
7918
CTD-Techs
Enables KYC (Know Your Customer) verification through API integration, supporti…
B 70 55 84 77 27 81 65
7919
scnsh
A Python-based MCP server that enables users to interact with the esa.io API fo…
B 70 55 62 61 46 81 100
7920
alexcandrabersiva
binance-futures-mcp Claim 2
Comprehensive Binance Futures trading MCP server with 41 professional trading t…
B 70 55 72 91 60 80 39
7921
Dhananjay-2024
Oracle DB Context Claim
Provides contextual Oracle database schema information to AI assistants, enabli…
B 70 55 72 60 29 82 99
7922
anishphilip012git
WireMCP Secure Claim
Production-ready MCP server for real-time network traffic analysis and packet c…
B 70 54 54 73 N/A 29 95 93
7923
achetronic
mcp-forge Claim
A complete MCP server template that include vitamins (oauth authentication incl…
B 70 54 66 40 N/A 57 90 100
7924
CaptainCrouton89
A starter template for building Model Context Protocol servers that integrate w…
B 70 55 54 100 N/A 23 95 64
7925
prsantos-com
AirNow MCP Server Claim
A Model Context Protocol implementation that enables LLMs to access real-time, …
B 70 55 62 66 45 81 91
7926
mikeborozdin
Enables LLMs to compose and play multi-track MIDI music through natural languag…
B 70 55 60 100 N/A 42 95 40
7927
theYahia
hh-mcp Claim 1
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, region…
B 70 44 51 N/A N/A 58 83 90
7928
joehaddad2000
Adds persistent task management to AI coding assistants in IDEs, allowing them …
B 70 54 76 37 N/A 47 94 92
7929
arm
Arm MCP Server Claim
Official Arm MCP server for code migration, optimization, and Arm architecture …
B 70 54 78 36 N/A 58 90 87
7930
jurasofish
MCPunk Claim 1
Chat with your codebase through intelligent code searching without embeddings b…
B 70 55 62 82 N/A 67 92 46
7931
tejedamiguel6
Contentful MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact directly with C…
B 70 55 59 65 40 81 100
7932
AlanGreyjoy
Server that ingests Swagger/OpenAPI specifications and Postman collections, pro…
B 70 55 72 70 26 80 92
7933
ruchernchong
An MCP server implementation for accessing Google Analytics 4 (GA4) data, built…
B 70 55 79 35 73 81 83
7934
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 54 60 58 N/A 35 92 100
7935
vilasone455
SSH MCP Server Claim
A local Model Context Protocol server that allows LLMs to securely execute shel…
B 70 55 78 58 20 81 100
7936
Bob-lance
Grok MCP Plugin Claim
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
B 70 55 92 36 49 81 84
7937
gmoneyn
mcp-creator Claim
A tool that enables AI assistants to conversationally scaffold, build, and publ…
B 70 54 88 41 N/A 27 90 94
7938
stackzero-labs
stackzero-labs/mcp Claim 2
A model context protocol server that enables applications to use stackzero-labs…
B 70 55 53 87 N/A 59 95 54
7939
roelven
Another Planka MCP Claim 2
An MCP server that enables AI assistants to interact with self-hosted Planka bo…
B 70 55 69 68 32 82 92
7940
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7941
SAK1337
Enables AI agents to query and analyze blockchain data from Dune Analytics, sup…
B 70 55 66 67 42 81 89
7942
robobobby
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
B 70 55 72 100 30 81 50
7943
readmigo
shipkit Claim
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
B 70 54 84 43 N/A 55 75 90
7944
rahul23aug
Codex MCP Telegram Claim 1
Enables remote execution of Codex CLI commands and provides an MCP tool for AI …
B 70 55 78 63 27 80 91
7945
han-517
Scholar MCP Claim
Enables searching and retrieving academic papers from arXiv and DBLP databases …
B 70 55 84 100 26 81 36
7946
lkb2k
Enables management of Gradle-based Tomcat applications with capabilities for st…
B 70 55 86 75 46 81 50
7947
rjn32s
MCP OCR Server Claim
Extracts text from images using Tesseract OCR with support for local files, URL…
B 70 55 60 41 80 78 100
7948
Omniscience-Labs
OMNI-MQTT-MCP Claim
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
B 70 55 62 82 26 81 90
7949
kongyo2
This MCP server provides complete MediaWiki markup syntax documentation by dyna…
B 70 55 66 61 43 83 94
7950
rmorgans
Frida MCP Claim
Enables AI systems to interact with mobile and desktop applications through Fri…
B 70 55 60 91 41 81 68
Showing 7901–7950 of 33449 servers
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