MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29736
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12001
nyudenkov
openapi-mcp-proxy Claim 1
An MCP server that provides tools for exploring large OpenAPI schemas without l…
C 62 66 81 62 0 46 81 100
12002
panchocorderos
A simple MCP server that provides a tool to fetch current weather information f…
C 62 55 54 50 20 81 100
12003
kukapay
crypto-sentiment-mcp Claim 1
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
C 62 55 45 41 43 82 100
12004
apw124
Logseq MCP Tools Claim 1
A Model Context Protocol server that enables AI agents to interact with local L…
C 62 54 47 37 N/A 43 92 95
12005
shubhechhadey
Provides real-time weather alerts for US states using the National Weather Serv…
C 62 55 60 40 21 83 100
12006
terellcodes
Enables web search capabilities through the Tavily API, allowing users to searc…
C 62 55 54 50 25 76 99
12007
JeongJaeSoon
MCP Server Claim
A configurable server implementation that provides MCP (Model-Controller-Protoc…
C 62 55 48 63 23 82 88
12008
sriram-mk1
A Cloudflare Workers-based MCP server implementation that supports OAuth/bearer…
C 62 54 54 60 N/A 21 95 73
12009
johnohhh1
Integrates the Exploit-DB database with AI assistants to enable searching for e…
C 62 54 60 38 N/A 22 90 95
12010
Fewsats
Sherlock Domains MCP Claim 1
An MCP server that enables users to buy and manage domains through Claude.
C 62 54 57 35 N/A 29 95 90
12011
seankrux
NeuronWriter Claim
Browse and manage your NeuronWriter projects. Create content writer queries to …
C 62 54 54 52 N/A 15 95 87
12012
shivamxtech
Kafka MCP Server Claim
Enables AI agents to interact with Apache Kafka through natural language, suppo…
C 62 55 58 28 47 80 99
12013
BACH-AI-Tools
Provides Chinese traditional calendar functions including BaZi calculation, sol…
C 62 55 56 31 47 82 97
12014
ToolOracle
CarbonOracle Claim
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbo…
C 62 55 84 0 40 82 100
12015
burakdirin
clickhouse-mcp-server Claim 1
An MCP server implementation that enables Claude AI to interact with Clickhouse…
C 62 55 51 35 55 80 96
12016
aeoess
Cryptographic identity, delegation, governance, and commerce for AI agents. 61 …
C 62 66 72 66 0 73 81 89
12017
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 55 66 60 22 81 68
12018
danielscholl
A task tracking and backlog management tool that enables AI assistants to creat…
C 62 55 68 36 21 81 94
12019
psikosen
Enables AI systems to reason through emergent thinking by breaking queries into…
C 62 54 72 20 N/A 25 95 90
12020
HeshamWM
Provides real-time access to Paris public transport data (métro, RER, bus, tram…
C 62 55 66 42 37 81 77
12021
nanameru
Enables conversational image generation and editing with Google's Gemini 2.5 Fl…
C 62 55 54 82 23 81 58
12022
mpizza
baseball-mcp Claim
Enables access to MLB Stats API data including game schedules, results, team in…
C 62 55 64 22 46 83 98
12023
aninibread
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 62 55 48 70 24 81 81
12024
featureflow
Enables AI assistants to manage Featureflow feature flags, including creating a…
C 62 66 86 63 0 51 81 90
12025
rymurr
Signal MCP Claim
An MCP integration for signal-cli that allows AI agents to send and receive Sig…
C 62 54 60 33 N/A 29 88 98
12026
nakamura196
Genji MCP Server Claim
Provides access to the Genji API for searching and analyzing classical Japanese…
C 62 66 84 61 0 44 81 98
12027
Cyreslab-AI
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
C 62 66 84 72 0 42 81 92
12028
MeirKaD
Enables diabetes management by retrieving real-time glucose readings from Dexco…
C 62 55 54 56 24 81 87
12029
yasg1988
MCP Beget Claim 1
An MCP server for managing Beget hosting services including sites, domains, dat…
C 62 55 73 91 39 81 12
12030
Roland0511
A Model Context Protocol server that enables AI assistants to interact with Fei…
C 62 55 47 41 66 81 82
12031
rog0x
mcp-regex-tools Claim
Provides a suite of regex and text processing tools for AI agents, including pa…
C 62 54 72 0 N/A 53 91 98
12032
MAKaminski
Home Depot MCP Server Claim 2
Provides comprehensive investment research and analysis for The Home Depot, Inc…
C 62 55 72 70 22 82 47
12033
wgh1992
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
C 62 55 48 68 21 81 83
12034
nicoloceneda
Fred St Louis MCP Claim
Enables users to query and explore economic data from FRED, supporting tools fo…
C 62 55 66 82 30 81 38
12035
rutika196
Vizdown-MCP Claim
Converts Markdown files into professional diagrams such as flowcharts, mind map…
C 62 54 66 27 N/A 33 90 91
12036
ryo-ymd
simplecov-mcp Claim 1
Enables Claude to directly access and analyze Ruby SimpleCov coverage reports f…
C 62 54 54 58 N/A 35 94 64
12037
nicavcrm
A Model Context Protocol server that provides structured workflow tools for man…
C 62 55 63 82 N/A 28 90 34
12038
Yzlink7
A deployable server implementation of the Model Context Protocol that allows yo…
C 62 55 48 66 26 83 80
12039
amyfan7
Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle …
C 62 54 50 47 N/A 26 95 90
12040
mori-mmmm
A collection of custom MCP servers providing various AI-powered capabilities in…
C 62 54 62 58 N/A 37 95 49
12041
ricleedo
Enables storing and retrieving information using vector embeddings with semanti…
C 62 55 54 100 26 81 37
12042
markusl
Alko MCP Server Claim
Provides AI assistants with access to Finland's Alko alcohol product catalog, e…
C 62 66 72 72 0 59 82 93
12043
jmedure
talkback Claim
Chat with your Ableton session in real-time.
C 62 54 76 0 N/A 47 91 98
12044
mailmodo
Mailmodo Claim
Mailmodo
C 62 66 66 72 0 62 81 97
12045
fean-developer
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
C 62 55 66 33 41 80 87
12046
larasrinath
BLS MCP Claim 1
Enables users to query U.S. labor statistics, including employment, CPI, and wa…
C 62 55 70 0 64 84 98
12047
SarthakS97
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, …
C 62 66 90 71 0 23 81 98
12048
jackdlogan
axie-mcp Claim 1
Provides comprehensive access to Axie Infinity data, including detailed Axie st…
C 62 55 78 0 51 83 98
12049
hbd
MCP Chat Claim
A server that enables users to chat with each other by repurposing the Model Co…
C 62 55 48 43 43 82 97
12050
nathanonn
MCP URL Fetcher Claim 1
A Model Context Protocol server that enables LLMs to fetch and process web cont…
C 62 55 45 62 21 80 97
Showing 12001–12050 of 50330 servers
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