MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 7 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12801
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12802
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12803
Traia-IO
Enables AI agents and LLMs to interact with the TEST MCP USDT API through stand…
C 60 55 68 41 24 80 76
12804
CM004
Enables direct interaction with a SQLite database through custom-mapped tools f…
C 60 54 58 25 N/A 25 90 98
12805
zeloras
MyShows MCP Server Claim 1
A Model Context Protocol server that enables connecting LangChain or LangGraph …
C 60 55 33 41 59 81 95
12806
benzaidfoued
Velero MCP Server Claim
Provides read-only access to Velero backup and schedule resources in Kubernetes…
C 60 55 42 55 31 81 87
12807
czirakim
F5 MCP Server Claim 1
A Model Context Protocol server that enables management of F5 devices through n…
C 60 55 53 35 45 81 85
12808
jerpint
paperpal Claim
MCP Extension that gives LLMs access to arXiv and Hugging Face papers, enabling…
C 60 54 50 25 N/A 39 94 91
12809
VikasPrajapati1998
A Model Context Protocol server built with FastMCP that provides tools for retr…
C 60 54 39 33 N/A 45 90 99
12810
bkoseda
Chess MCP Server Claim
Enables chess gameplay and interaction through MCP protocol. Allows users to pl…
C 60 55 56 82 24 81 44
12811
KairosMobius
memory-nexus-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 60 66 72 70 0 57 70 92
12812
WildDataX
Suppr MCP Claim
Enables document translation across multiple languages and AI-powered semantic …
C 60 66 84 68 0 30 81 93
12813
hakehuang
A lightweight server that simplifies building and flashing Zephyr RTOS projects…
C 60 54 66 31 N/A 50 88 63
12814
kukapay
wormhole-metrics-mcp Claim 1
An MCP server that analyzes cross-chain activity on the Wormhole protocol, prov…
C 60 55 55 32 41 83 92
12815
hkaanengin
MCP server providing AI assistants with access to Dota 2 statistics via OpenDot…
C 60 66 94 43 0 35 83 99
12816
find-xposed-magisk
Enables interactive feedback collection through a web interface with support fo…
C 60 54 60 26 N/A 36 95 79
12817
landscapedotcl
MCP Veracode Claim 1
An MCP server that enables users to interact with Veracode security services th…
C 60 55 33 67 35 76 91
12818
vipankumar87
Provides calculator tools for mathematical operations, document resources for a…
C 60 54 54 28 N/A 24 95 94
12819
ag2-mcp-servers
An MCP server that enables interaction with the Transport Department of Puduche…
C 60 54 45 57 N/A 21 95 77
12820
Hawstein
MCP Server Resend Claim
A tool integration that enables Claude to compose and send emails through the R…
C 60 66 90 56 0 41 81 88
12821
aitiwari
Weather MCP Server Claim
Provides real-time US weather alerts and forecasts by integrating with the Nati…
C 60 55 60 30 24 83 100
12822
JurreBrandsenInfoSupport
A comprehensive server that allows users to interact with the Zendesk API, prov…
C 60 55 56 82 N/A 19 95 31
12823
Jiliar
Enables tracking and analyzing personal expenses stored in CSV files. Supports …
C 60 54 48 33 N/A 32 95 90
12824
mlazag
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 60 55 48 45 26 81 95
12825
kdkiss
Enables searching for job listings on the German job portal Stepstone.de with m…
C 60 66 100 58 0 22 80 86
12826
mcp2everything
MCP2Tavily Claim 1
An MCP protocol server that enables web search functionality using the Tavily A…
C 60 55 70 42 17 82 79
12827
121yaseen
Implements a Model Context Protocol server that connects with Zerodha Kite API,…
C 60 55 54 65 21 81 72
12828
mateusribeirocampos
NPM MCP Server Claim 1
A Model Context Protocol server that allows AI models to fetch detailed informa…
C 60 55 53 55 28 78 80
12829
Steven-Luo
Enables AI-powered business intelligence and data analysis using pandas and LLM…
C 60 55 56 62 21 81 70
12830
hostinger
A production-ready remote MCP server that performs comprehensive SEO audits, pr…
C 60 55 60 33 21 83 100
12831
R3verseIN
HackerMCP Claim
A module that enables AI assistants to access and utilize common penetration te…
C 60 54 48 25 N/A 42 95 94
12832
Rafaysherwani
A lightweight microservice that fetches weather alerts and forecasts from the N…
C 60 55 66 28 18 83 100
12833
jhawkins11
An MCP server that integrates with AI editors like Cursor to maximize agentic c…
C 60 55 75 61 28 81 42
12834
kelvingao
ArXiv-MCP Claim 1
A Model Context Protocol server that enables AI agents to search, retrieve, and…
C 60 55 51 31 39 80 100
12835
akshithambekar
Arithmuse Claim
A minimal Python-based MCP server that provides standard arithmetic tools inclu…
C 60 54 54 22 N/A 27 95 100
12836
henrysouchien
EdgarParser MCP Claim
MCP stdio server for source-backed SEC EDGAR financial data from the hosted Edg…
C 60 55 72 42 N/A 33 80 63
12837
sdhekale
A containerized MCP server deployed on Amazon EKS that provides a simple calcul…
C 60 55 66 27 18 81 100
12838
yting27
Weather MCP MY Claim
Model Context Protocol (MCP) server that provides weather forecast, warnings, w…
C 60 55 54 27 46 81 93
12839
ssong-openmaru-io
WordPress MCP Server Claim 1
A Node.js server that wraps the WordPress REST API with the Model Context Proto…
C 60 55 54 61 35 82 64
12840
strickvl
MCP Beeminder Server Claim 2
An MCP server that provides AI assistants access to the Beeminder API, allowing…
C 60 55 51 42 37 80 92
12841
rochitl72
Enables AI agents to perform e-commerce operations including product search, bu…
C 60 55 54 53 21 81 82
12842
kLabUM
SWMM-MCP Claim 1
An MCP server that provides a toolbox for interacting with EPA SWMM stormwater …
C 60 54 51 30 N/A 24 92 100
12843
pratyush-usc-mba
Enables integration with financial transaction data through REST APIs, PostgreS…
C 60 55 70 26 26 77 97
12844
hifriendbot
ailist-mcp Claim 1
MCP server for AiList — search and discover Ai projects from Claude Code
C 60 64 55 71 0 50 95 93
12845
kpfitzgerald
youtube-mcp Claim
A FastMCP server providing 25 tools for interacting with the YouTube Data API v…
C 60 55 60 35 31 81 88
12846
kukapay
An MCP server for nearby place searches with IP-based location detection.
C 60 55 61 31 42 80 85
12847
JackKuo666
bioRxiv-MCP-Server Claim
🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP…
C 60 55 70 27 20 83 94
12848
huanshenyi
A Cloudflare Workers-based MCP server implementation that supports OAuth login …
C 60 55 54 62 21 81 75
12849
guangxiangdebizi
An MCP server that enables AI assistants to query and access structured knowled…
C 60 55 63 33 29 81 90
12850
chipocrudos
Tasks MCP Server Claim
Enables task management through natural language commands in English or Spanish…
C 60 55 66 25 24 81 97
Showing 12801–12850 of 66495 servers
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