MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4001
any4ai
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
B 75 55 69 86 38 81 91
4002
beaglesecurity
Enables integration with Beagle Security API for managing security testing proj…
B 75 55 84 56 44 85 99
4003
ImRieul
MySQL MCP Server Claim
A lightweight MySQL MCP server that enables LLMs to interact with databases thr…
B 75 55 66 60 74 82 100
4004
pnp
Manage Microsoft 365 using MCP server
B 75 55 57 100 N/A 60 95 58
4005
Davidkata1234
devir Claim
A command-line interface and MCP server for managing and monitoring multiple de…
B 75 54 66 61 N/A 53 94 100
4006
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
4007
yeakub108
A Cursor-compatible toolkit that provides intelligent coding assistance through…
B 75 54 80 61 N/A 40 95 90
4008
Sivan22
Provides access to Jewish texts from the Sefaria library. This server enables L…
B 75 55 96 56 42 81 92
4009
dblmca
PTY MCP Server Claim 1
Enables AI assistants to manage interactive pseudo-terminal (PTY) sessions for …
B 75 54 86 62 N/A 27 90 95
4010
suttonwilliamd
tpc-server Claim
tpc-server
B 75 55 92 56 36 81 99
4011
sadjad-chrono
MCP Learning Claim
A learning-focused MCP server that demonstrates how to build arithmetic tools f…
B 75 54 74 58 N/A 44 95 100
4012
bjulius
Logs LLM interactions to local CSV or Markdown files with automatic categorizat…
B 75 55 90 100 N/A 24 95 44
4013
bart6114
Allows to read notes and tags for the Bear Note taking app, through a direct in…
B 75 54 84 53 N/A 48 92 92
4014
danielenricocahall
Lorcana MCP Claim 1
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
B 75 44 53 N/A N/A 55 95 96
4015
TrueBad0ur
A self-contained, dependency-free MCP server that provides utility tools for ti…
B 75 55 78 72 42 74 100
4016
hesreallyhim
A file monitoring server that tracks filesystem events and provides real-time n…
B 75 54 80 51 N/A 45 95 99
4017
pieperz
Shopify MCP Server Claim 1
Enables interaction with Shopify store data through the GraphQL Admin API, supp…
B 75 55 72 75 53 80 90
4018
circuitry-dev
Connects AI coding agents to Circuitry's visual workflow platform, enabling the…
B 75 54 84 63 N/A 31 95 92
4019
ymadd
shadcn-ui-mcp-server Claim 3
MCP server for shadcn/ui component references
B 75 55 71 100 N/A 44 90 56
4020
alxspiker
Enables AI models to dynamically create and execute their own custom tools thro…
B 75 55 88 100 42 81 49
4021
helciocosta
Enables AI agents with persistent memory using SQLite and local LLM models thro…
B 75 54 80 53 N/A 43 95 95
4022
Antonytm
mcp-sitecore-server Claim 1
A Model Context Protocol server for Sitecore
B 75 54 59 66 N/A 78 87 93
4023
tao12345666333
Civo MCP Server Claim 1
An MCP server implementation that integrates with the Civo cloud platform API, …
B 75 55 69 61 73 81 95
4024
CodeHalwell
n8n MCP Server Claim
Enables creation, management, and execution of n8n workflows through a secure H…
B 75 55 86 68 38 80 91
4025
AImaginationLab
Marvel Rivals MCP Claim
Provides access to Marvel Rivals game data including hero information, abilitie…
B 75 55 94 55 29 83 100
4026
mochow13
Enable seamless integration of Ticketmaster data and services into your applica…
B 75 54 96 68 N/A 12 87 91
4027
kazuph
Model Context Protocol server for fetching web content and processing images. T…
B 75 55 66 82 N/A 72 95 60
4028
antoniolg
Enables image generation and editing using Google Gemini AI with support for mu…
B 75 55 90 71 26 81 91
4029
Skatterbrainz
MunicipalMCP Claim
Provides programmatic access to municipal codes, ordinances, and zoning regulat…
B 75 55 86 53 49 81 99
4030
evolsb
Enables fast, local access to Intercom conversations through intelligent cachin…
B 75 55 96 43 55 81 95
4031
timottowitz
Linear MCP Server Claim
Enables interaction with Linear's API to manage issues, projects, and teams. Su…
B 75 55 96 67 22 80 96
4032
RossH121
An MCP server that enables Claude to perform web searches using Perplexity's AP…
B 75 55 85 63 49 81 91
4033
Vivek-k3
Models PLUS Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
B 75 55 84 60 49 80 95
4034
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 54 66 51 N/A 79 95 91
4035
QuartzUnit
Docpick Claim
Schema-driven document extraction with local OCR + LLM. Document in, Structured…
B 75 54 72 55 N/A 63 90 96
4036
Zain4391
Enables AI assistants to interact with Supabase projects programmatically, incl…
B 75 55 90 66 27 81 97
4037
kuroko1t
webclaw Claim
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
B 75 54 90 25 N/A 78 95 89
4038
ibrahimsaleem
PentestThinkingMCP Claim
Enables automated penetration testing workflow planning using Beam Search and M…
B 75 55 94 57 43 82 88
4039
anthony-maio
Cartograph Claim
Repo analysis for coding agents with ranked files, dependency maps, and task-sc…
B 75 54 60 57 N/A 81 90 96
4040
luisfelipesena
Webots MCP Server Claim
Enables real-time monitoring and control of any Webots robot simulation, provid…
B 75 54 82 62 N/A 22 95 99
4041
bmorphism
Enables analysis of claims, validation of sources, and detection of manipulatio…
B 75 54 90 46 N/A 48 95 89
4042
moneyflowz367
Enables users to manage affiliate marketing directly within Claude by connectin…
B 75 55 76 71 35 83 100
4043
spacemeowx2
A server for managing Rust documentation that enables users to check, build, an…
B 75 55 78 100 N/A 48 90 45
4044
lowkeyrd
Enable seamless file operations, repository management, and advanced search fun…
B 75 55 80 66 N/A 52 81 92
4045
mmntm
weblate-mcp Claim
Comprehensive Model Context Protocol server for Weblate translation management,…
B 75 55 66 67 69 84 93
4046
walidboulanouar
n8n-mcp Claim
B 75 55 96 43 N/A 68 76 92
4047
turnono
Enables intelligent time tracking for Azure DevOps work items through natural l…
B 75 55 72 68 60 78 94
4048
For-Sunny
Hebbian Mind Claim 1
Associative memory via Hebbian learning. Connections strengthen through use, de…
B 75 54 96 28 N/A 71 90 88
4049
morahan
Provides fast, multilingual spell-checking for text and files, featuring syntax…
B 75 54 78 52 N/A 46 92 100
4050
jamubc
gemini-mcp-tool Claim 3
MCP server that enables AI assistants to interact with Google Gemini CLI, lever…
B 75 55 81 100 N/A 60 81 41
Showing 4001–4050 of 45732 servers
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