MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12901
J621111
Enables the automatic generation of complete Live2D models from a single photo …
C 60 54 62 27 N/A 27 90 90
12902
kukapay
An MCP server for nearby place searches with IP-based location detection.
C 60 55 61 31 42 80 85
12903
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
12904
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
12905
ali-bouali
Enables interaction with Saudi government services through the Absher platform,…
C 60 55 60 33 19 80 100
12906
cserra16
A local testing MCP server that provides weather information for L'Hospitalet d…
C 59 54 48 30 N/A 24 94 98
12907
markomitranic
An MCP server that allows AI models to create data visualizations using Vega-Li…
C 59 55 63 45 20 69 93
12908
that1guy15
An MCP server that executes tox commands to run Python tests within a project u…
C 59 54 63 28 N/A 17 95 82
12909
vwinterdev
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
C 59 55 60 61 26 81 55
12910
Financier-Nuri
MiniMax MCP Server Claim 1
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
C 59 55 84 0 27 81 98
12911
mmarqueti
An MCP server that enables AI tools to interact with ActiveCampaign API, allowi…
C 59 66 69 61 0 46 81 97
12912
creatuluw
Enables AI assistants to manage tasks in Directus databases with automatic sche…
C 59 66 78 72 0 21 81 96
12913
kamath
Provide a dedicated MCP server focused on delivering capabilities related to An…
C 59 54 38 42 N/A 14 95 100
12914
iambond50-svg
Enables AI assistants to query, filter, and analyze local HTTP capture records …
C 59 54 48 33 N/A 27 92 92
12915
chrisguidry
YNAB MCP Server Claim 1
An MCP server that provides Large Language Models with access to YNAB (You Need…
C 59 55 45 37 31 81 99
12916
byjit
Toolkits MCP Claim
A collection of image processing tools that enables users to optimize images, r…
C 59 54 48 30 N/A 31 92 93
12917
Danson-dan
MCP Camera Tool Claim
Enables AI assistants to access and control network cameras to capture images a…
C 59 54 66 22 N/A 45 95 66
12918
velosovictor
Graforest MCP Claim 1
Enables AI agents to build, populate, and search knowledge graphs by providing …
C 59 66 78 68 0 33 76 92
12919
owayo
Generates a JSON file tree from a specified directory's 'src' folder, adhering …
C 59 54 48 25 N/A 38 95 88
12920
whtan410
MCP Code Reviewer Claim
An AI-powered server for code analysis, requirements validation, and automated …
C 59 55 60 36 22 81 89
12921
irootsec
Integrates Shodan search capabilities into MCP-compatible applications for disc…
C 59 55 58 43 18 81 88
12922
ToseaAI
mcp-ToseaAI Claim
Official MCP server for ToseaAI that enables document-to-presentation workflows…
C 59 55 54 0 76 81 99
12923
badger3000
OKX MCP Server Claim
Provides real-time and historical cryptocurrency price data from the OKX exchan…
C 59 66 78 61 0 30 82 99
12924
sebivarga
PostgreSQL MCP Server Claim 1
Enables Claude to interact with PostgreSQL databases by executing SQL queries, …
C 59 55 54 51 27 67 94
12925
13888285815
Windows-MCP Claim
A lightweight server that enables AI agents to interact natively with the Windo…
C 59 55 72 0 52 81 92
12926
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 55 68 15 33 81 95
12927
xue160709
YouTube MCP Server Claim 1
A Model Context Protocol server that provides Claude with tools to interact wit…
C 59 55 39 100 N/A 23 95 22
12928
andrewkkchan
MCP Fivetran Claim
A server implementation that enables AI assistants to interact with Fivetran's …
C 59 55 60 32 23 78 96
12929
BitwaveCorp
Price Service MCP Claim
Provides real-time and historical cryptocurrency price data from multiple excha…
C 59 66 86 55 0 29 81 95
12930
hannesrudolph
An MCP server that provides safe access to your iMessage database through Model…
C 59 54 49 33 N/A 30 90 94
12931
JustineQinLao
A minimal Model Context Protocol server built with FastMCP that provides basic …
C 59 54 42 32 N/A 27 95 98
12932
jeffrade
Demo MCP Server Claim
A demonstration MCP server built with FastAPI and FastMCP that exposes a simple…
C 59 54 48 30 N/A 24 95 97
12933
AmeyMedewar
Automates cold email outreach for job applications by parsing job postings, gen…
C 59 54 60 27 N/A 21 95 87
12934
kumr192
Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable R…
C 59 66 78 71 0 28 80 88
12935
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 54 36 41 N/A 23 95 97
12936
yamanoku-playground
A Cloudflare Workers-based server for deploying Model Context Protocol tools wi…
C 59 55 48 45 26 82 93
12937
avivshafir
trykittai-mcp-server
C 59 55 56 27 41 81 91
12938
bble
Monad MCP Claim 1
An MCP server that allows querying MON token balances and NFT counts on the Mon…
C 59 55 39 58 30 83 83
12939
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 54 45 15 N/A 49 94 100
12940
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 55 60 31 24 81 93
12941
BrayanTM
MCP Gastos Claim
Enables personal expense management through CSV storage, allowing AI agents to …
C 59 54 50 30 N/A 24 95 92
12942
divvi-xyz
Divvi MCP Server Claim
Enables AI assistants to automatically integrate Divvi referral tracking into J…
C 59 66 66 53 0 75 81 87
12943
FelixYifeiWang
Streamline your workflow with Felix. Integrate it into your workspace and tailo…
C 59 66 66 75 0 34 82 97
12944
Pursue-LLL
Enables automated export, compression, and cloud upload of Figma design assets …
C 59 55 42 46 39 81 91
12945
AlexiFeng
MCP Chat Logger Claim
A tool that preserves chat history as Markdown files, automatically adding time…
C 59 55 60 22 40 83 91
12946
tonderflash
An MCP server that allows users to search for movies, get detailed information,…
C 59 55 39 82 N/A 41 95 34
12947
stucchi
Trello MCP Server Claim 2
An MCP server for the Trello REST API that enables managing boards, lists, card…
C 59 55 53 82 27 75 46
12948
molavec
MCP YAML API Claim 2
A Model Context Protocol server that creates tools from API configurations defi…
C 59 55 69 65 25 81 42
12949
itsnikhile
Provides specialized tools for data engineering tasks like SQL formatting, dbt …
C 59 54 72 0 N/A 27 94 97
12950
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
Showing 12901–12950 of 67226 servers
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