MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9951
joe-watkins
magentaa11y Claim
MCP server providing accessibility criteria from MagentaA11y
C 66 64 78 72 0 54 95 99
9952
Traia-IO
Provides access to the Nager.Date API through the Model Context Protocol, allow…
C 66 54 68 43 N/A 27 92 95
9953
martinshumberto
Provides intelligent introspection and exploration of any GraphQL API schema wi…
C 66 55 66 57 21 81 97
9954
onesvat
MCP Beancount Tool Claim
Enables interaction with local Beancount accounting ledgers through structured …
C 66 54 46 65 N/A 24 95 96
9955
DrFirstLee
KIMP MCP Server Claim 1
Enables users to query Kimchi Premium (KIMP) data for cryptocurrencies, showing…
C 66 55 78 53 25 82 78
9956
as950118
apidocs-mcp-server Claim
Provide a server implementation for the Model Context Protocol (MCP) to enable …
C 66 54 54 68 N/A 26 90 83
9957
mcgiverdev
A modular MCP server that connects to external APIs, providing tools for weathe…
C 66 55 72 82 25 81 56
9958
cyberchitta
llm-context.py Claim
Share code context with LLMs via MCP or clipboard
C 66 54 66 22 N/A 69 90 89
9959
247arjun
Curl MCP Server Claim 1
An MCP server that enables AI assistants to make HTTP requests and download fil…
C 66 55 47 56 56 81 96
9960
jharkins
A TypeScript server that provides time-related tools through the Model Context …
C 66 55 54 63 41 81 89
9961
ayyappachinpandi
MCP Calculator Server Claim 1
A minimal Model Context Protocol server that provides basic arithmetic tools an…
C 66 55 62 55 27 82 100
9962
jymmyt
SNOTEL MCP Server Claim
Provides access to real-time and historical snow conditions, weather data, and …
C 66 55 54 74 22 81 91
9963
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 55 60 58 26 81 99
9964
jbchouinard
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
C 66 54 66 33 N/A 35 92 100
9965
theYahia
@theyahia/1c-rest-mcp Claim 2
MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документ…
C 66 44 45 62 83 79
9966
rafabarbosa
Webhooks MCP Claim
Enables sending HTTP requests to webhooks with dynamic parameters, supporting a…
C 66 55 66 61 25 81 87
9967
digithree
AutoMac MCP Claim
An experimental MCP server providing full control over the macOS user interface…
C 66 54 72 28 N/A 42 89 99
9968
pranavms13
Web Search MCP Claim
Enables web searching through Google, DuckDuckGo, and Bing using a headless Chr…
C 66 54 64 33 N/A 44 95 93
9969
zakahan
PypReader-MCP Claim 1
An MCP server that enables AI models to inspect local Python packages by retrie…
C 66 54 57 33 N/A 60 89 99
9970
K1ta141k
MCP Desktop Tools Claim 1
An MCP server that provides Claude with comprehensive desktop automation capabi…
C 66 55 45 100 N/A 27 95 52
9971
Ceeon
Gemini MCP Claim
Enables image processing and analysis using Google's Gemini 2.5 Flash model. Su…
C 66 55 66 43 57 81 82
9972
shanggqm
Provides weather forecast data for locations in China using the HeFeng Weather …
C 66 55 80 70 18 80 64
9973
fr0gger
MCP_Security Claim 2
MCP server for querying the ORKL API. This server provides tools for fetching t…
C 66 55 69 53 13 82 100
9974
bStyler
Enables users to fetch transcripts and comments from public Loom video URLs. It…
C 66 55 60 57 27 81 100
9975
cfocoder
Banxico MCP Server Claim
Enables access to Bank of Mexico (Banxico) economic data including real-time an…
C 66 55 60 38 51 81 100
9976
scaryrawr
An MCP server that enables LLMs to count occurrences of specific letters within…
C 66 54 41 63 N/A 31 95 100
9977
Kaiohz
MCP Perplexica Claim
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
C 66 55 62 61 29 81 88
9978
JeongSuKwak
A starter kit for quickly building Model Context Protocol (MCP) servers using t…
C 66 54 66 72 N/A 32 90 59
9979
Three-Little-Birds
Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight …
C 66 55 48 70 N/A 45 95 70
9980
keythpiece
Company MCP Server Claim
Enables AI to interact with internal company systems through API integration, s…
C 66 55 80 100 42 81 6
9981
conshus
A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for …
C 66 55 60 62 26 80 97
9982
AgentsWorkingTogether
mcp-sleep Claim
Tool that allows you to wait a certain time to continue the execution of an age…
C 66 55 90 22 41 81 90
9983
launchthatbrand
mcp-graphql Claim 2
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
C 66 55 53 58 49 81 89
9984
aliafsahnoudeh
wildfire-mcp-server Claim 1
MCP server for detecting, monitoring, and analyzing potential wildfires globall…
C 66 55 51 67 34 82 92
9985
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 55 48 68 27 81 100
9986
Garoth
DALL-E MCP Server Claim 1
An MCP server that allows users to generate, edit, and create variations of ima…
C 66 55 79 61 20 81 76
9987
larturi
PostgreSQL MCP Server Claim 1
Provides read-only access to PostgreSQL databases, enabling users to list table…
C 66 55 68 57 27 80 92
9988
gangejsun
ChillMCP Claim
Enables AI agents to take breaks and manage stress levels through 8 different b…
C 66 54 82 28 N/A 19 95 97
9989
JayDevelops
Pokemon MCP Server Claim
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
C 66 55 70 100 25 81 38
9990
Be-Infinitum
Pulse MCP Server Claim
Enables interaction with the Pulse usage-based billing platform to track meteri…
C 66 55 60 60 32 80 90
9991
pacuare
Enables executing SQL queries against the Pacuare database with secure API toke…
C 66 55 62 68 33 81 77
9992
kakehashi-inc
Mattermost MCP Server Claim 1
A Model Context Protocol server that connects to Mattermost, allowing AI models…
C 66 55 41 68 53 81 89
9993
rgbcap
hwpx-mcp-server Claim 2
An MCP server for reading, editing, and creating Hangul Word Processor (.hwpx) …
C 66 54 51 60 N/A 27 90 95
9994
AgentWorkshop
A standardized interface for agent-to-agent communication that enables composab…
C 66 55 78 31 40 81 94
9995
fciaf420
A personal MCP server for managing Meteora decentralized liquidity market maker…
C 66 55 60 62 23 81 97
9996
recursechat
An MCP Server Integration with Apple Shortcuts
C 66 54 63 48 N/A 45 77 98
9997
hexsupport
Provides a Model Context Protocol interface for HexagonML ModelManager tools, e…
C 66 55 78 43 30 81 89
9998
JMoak
JMoak-chrono-mcp Claim
Convert and compare dates and times across any timezone with flexible, locale-a…
C 66 66 100 66 0 59 81 87
9999
jainsourabh2
Enables trading operations on Zerodha platform through natural language, suppor…
C 66 55 68 40 42 80 99
10000
nagarjun226
Sushi MCP Server Claim
Enables AI assistants to control the Sushi audio engine via gRPC for real-time …
C 66 55 72 33 42 82 98
Showing 9951–10000 of 57580 servers
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