MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5101
paulsham
Enables AI coding tools to query and validate analytics event specifications ma…
B 73 54 78 61 N/A 27 90 98
5102
felipeadeildo
whatsapp-mcp Claim
WhatsApp Unofficial MCP Server
B 73 54 74 41 N/A 55 95 100
5103
manasamadgul
Enables natural language task management including logging, updating, and summa…
B 73 54 90 50 N/A 21 92 96
5104
mcp-fe
Don't let AI guess from screenshots. Give LLMs direct access to your React stat…
B 73 55 80 55 58 80 91
5105
NightTrek
A bridge that enables seamless integration of Ollama's local LLM capabilities i…
B 73 55 78 100 N/A 25 95 45
5106
ampcome-mcps
Time MCP Server Claim 1
Gives large language models time awareness capabilities through various time-re…
B 73 55 78 75 N/A 40 95 63
5107
arlexperalta
Provides real-time Venezuelan economic data, including official and parallel ex…
B 73 55 84 73 24 80 92
5108
tuckerschreiber
Fullrun is an AI agent that manages Google Ads for you. It monitors your campai…
B 73 54 70 62 51 80 98
5109
InfinitIQ-Tech
Jira MCP Server Claim 1
A Model Context Protocol server that enables interaction with Jira's REST API u…
B 73 55 77 62 45 80 96
5110
houtini-ai
gemini Claim
Model Context Protocol server for Google Gemini AI with chat, research, and gro…
B 73 54 94 41 N/A 54 83 88
5111
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
5112
cpropster
Linear MCP Server Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 55 77 68 35 81 95
5113
zazencodes
Unit Converter MCP Claim
Provides precise conversions between different units of measurement including t…
B 73 54 60 57 N/A 58 95 98
5114
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
5115
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
5116
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
5117
For-Sunny
Galaxy Brain Claim
Combines structured sequential thinking with batch operation execution, enablin…
B 73 55 96 55 30 81 91
5118
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
5119
DaveDev42
Expo MCP Server Claim
Enables automated testing and development of Expo/React Native apps through ses…
B 73 54 78 60 N/A 38 84 97
5120
chrishayuk
A comprehensive reference implementation demonstrating all features of the Mode…
B 73 54 78 55 N/A 29 95 96
5121
yeahdongcn
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
B 73 55 57 82 N/A 42 95 82
5122
lansespirit
GPT Image MCP Server Claim 1
An MCP server that enables text-to-image generation and editing using OpenAI's …
B 73 55 69 70 45 81 97
5123
perrypixel
Enables executing SQL queries on PostgreSQL databases with configurable read-on…
B 73 55 94 57 24 81 96
5124
williamvd4
Enables free web searching using Google search results with no API keys require…
B 73 55 94 100 21 81 47
5125
minimind-org
A TypeScript template for creating Model Context Protocol servers that enable A…
B 73 54 80 63 N/A 22 95 94
5126
OpenWorkspace-o1
AWS S3 MCP Server Claim
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
B 73 55 90 57 29 78 98
5127
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5128
bondjacobbond
Fathom MCP Server Claim 1
Enables AI agents to access Fathom AI meeting data including transcripts, summa…
B 73 55 72 73 31 82 96
5129
NocturnLabs
A personal knowledge MCP server with vector database for the Opencode ecosystem…
B 73 54 70 61 N/A 35 90 100
5130
mariano-cecowski
Store MCP Server Claim
Enables AI agents to store and retrieve information persistently using key-valu…
B 73 54 86 53 N/A 21 95 99
5131
flytohub
flyto-core Claim
Deterministic execution engine for AI agents with 412 modules across 78 categor…
B 73 54 60 38 N/A 92 88 100
5132
Crypto-Goatz
rocket-plus-mcp Claim 2
56+ AI tools for CRM, content, workflows, SkillForge & marketing automation.
B 73 55 90 82 N/A 53 81 45
5133
jango-blockchained
Control Home Assistant lights, climate, media, locks, and scenes using natural …
B 73 54 84 40 N/A 84 94 63
5134
j-shelfwood
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
B 73 55 72 66 42 80 100
5135
jujumilk3
ezmcp Claim 1
Easy-to-use MCP server framework specialized for SSE.
B 73 54 96 42 N/A 41 90 84
5136
chatwithsrini
An AI-powered customer service automation system designed to handle flight disr…
B 73 55 78 70 24 81 99
5137
mothlike
MCP Graylog Server Claim
Integrates AI assistants with Graylog to query and analyze log data using Elast…
B 73 55 72 75 43 77 93
5138
call518
MCP-Ambari-API Claim
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
B 73 55 88 38 59 81 95
5139
fisher1006
Provides current time information and timezone conversion capabilities using IA…
B 73 55 78 71 20 82 100
5140
philgetzen
Bear MCP Server Claim 2
An MCP server that integrates Bear Note Taking App with Claude Desktop, allowin…
B 73 55 69 75 N/A 72 95 53
5141
Jazib-but
Enables real-time validation of EU VAT numbers using the official VIES service.…
B 73 55 72 100 62 81 39
5142
ShunsukeHayashi
Voicebox MCP Server Claim 1
Enables integration with VOICEVOX text-to-speech services to convert text into …
B 73 54 86 57 N/A 27 90 94
5143
GreptimeTeam
greptimedb-mcp-server Claim 1
Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE qu…
B 73 54 84 46 N/A 77 70 89
5144
blueman82
Recall Claim
Provides long-term memory storage for AI assistants with semantic search, enabl…
B 73 54 88 35 N/A 50 95 93
5145
terhechte
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and…
B 73 54 61 57 N/A 50 95 99
5146
AayushBahukhandi
hackernews-mcp Claim 2
A Model Context Protocol (MCP) server that provides access to Hacker News stori…
B 73 55 78 100 25 87 58
5147
sancovp
MCPify Claim
Provides instant access to MCP development documentation, best practices, produ…
B 73 55 84 87 N/A 24 95 58
5148
shawndrake2
SBA MCP Server Claim 1
Provides access to SBA small business size standards and SBIR/STTR federal R\&D…
B 73 55 90 55 27 82 99
5149
nuskey8
docs.rs MCP Claim 1
An MCP server that enables searching for Rust crates and their documentation fr…
B 73 55 79 83 N/A 58 95 39
5150
karthiksuku
Enables Claude to control Nordic Thingy:52 IoT devices via Bluetooth LE, allowi…
B 73 54 78 61 N/A 19 95 100
Showing 5101–5150 of 46053 servers
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