MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22701
datalabs89
Tableau MCP Server Claim
Enables AI applications to integrate with Tableau through developer primitives …
C 64 44 48 71 59 81
22702
CDataSoftware
This read-only MCP Server allows you to connect to Sage 50 UK data from Claude …
C 64 33 58 N/A N/A 33 95
22703
andrijdavid
vinted-mcp Claim 4
MCP Server for Vinted that allows to search items, compare prices, and analyze …
C 64 33 71 N/A N/A 50 67
22704
qdhenry
A comprehensive tool to manage Model Context Protocol (MCP) configurations for…
C 64 33 58 N/A N/A 31 95
22705
whichguy
Bridges AI assistants with Google Apps Script to enable automated building, man…
C 64 43 60 41 N/A 62 95
22706
subomi
Convoy MCP Server Claim
Enables interaction with Convoy's webhooks proxy API for managing and monitorin…
C 64 44 48 71 57 81
22707
damientilman
Mailchimp Marketing API integration with 53 tools for managing campaigns, audie…
C 64 44 72 43 60 80
22708
rohitsoni007
mcp-gearbox-cli Claim
💫 MCP CLI to help you get started with MCP servers faster
C 64 43 54 37 N/A 73 95
22709
infobip
Infobip OpenAPI MCP is a framework for exposing OpenAPI documented HTTP APIs as…
C 64 43 60 38 N/A 66 95
22710
shlomico-tr
Provides Model Context Protocol tools for interacting with eToro's public API e…
C 64 44 72 70 19 80
22711
ancrz
Penpot MCP Server Claim
Enables AI agents to programmatically access self-hosted Penpot instances to re…
C 64 44 72 63 45 71
22712
yonaka15
A Model Context Protocol server for interacting with Redmine using its REST API…
C 64 44 71 51 47 81
22713
JerryZhongJ
Memory MCP Claim
Provides project memory management for Claude Desktop, storing memories as Mark…
C 64 43 76 33 N/A 45 95
22714
CDataSoftware
PostgreSQL MCP Server by CData
C 64 33 58 N/A N/A 34 95
22715
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22716
rohitsoni007
mcp-gearbox Claim
A modern desktop application for managing Model Context Protocol (MCP) servers …
C 64 43 54 32 N/A 81 95
22717
CDataSoftware
Tally MCP Server by CData
C 64 33 58 N/A N/A 34 95
22718
laminar-run
Laminar MCP Server Claim
Integrates Laminar workspaces with AI editors to manage workflows, steps, and c…
C 64 44 60 73 38 80
22719
DocMinus
DECIMER MCP Server Claim 1
MCP server for DECIMER image-to-SMILES chemical structure recognition
C 64 33 45 N/A N/A 53 95
22720
fr1sk
tmux-mcp Claim 1
MCP server for tmux — browse sessions, capture output, send commands.
C 64 33 39 N/A N/A 63 95
22721
scaratec
Trellio-MCP Claim 1
Manage entire trello via MCP.
C 63 33 57 N/A N/A 58 75
22722 C 63 33 60 N/A N/A 25 95
22723
Jakedismo
KuzuMem-MCP Claim
A distributed memory bank MCP server that stores AI agent memories in a KùzuDB …
C 63 44 90 36 30 81
22724
acnlabs
A basic MCP server template that provides a foundation for building custom tool…
C 63 43 84 33 N/A 27 95
22725
441126098
Mongo-MCP Claim
Enables LLMs to interact with MongoDB databases through a complete suite of CRU…
C 63 44 78 40 44 80
22726
codebyyassine
Enable your agents to interact with Discord through a selfbot interface using t…
C 63 33 54 N/A N/A 35 95
22727
gethyper
mcp-ytmusic Claim
Enables users to search the YouTube Music catalog and manage playlists using na…
C 63 33 60 N/A N/A 24 95
22728
JustInCache
The most comprehensive, curated collection of MCP servers with ready-to-use con…
C 63 33 48 N/A N/A 47 95
22729
Xodus-CO
hcloud-mcp Claim 1
A Model Context Protocol server for the Hetzner Cloud API that enables natural …
C 63 44 57 71 39 82
22730
adindotdev
ableton-mcp Claim 1
An MCP server that enables Claude to control Ableton Live in real-time via the …
C 63 43 65 52 N/A 35 92
22731
joreilly
GalwayBus Claim
Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI
C 63 33 44 N/A N/A 51 95
22732
besoeasy
open-skills Claim
Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-…
C 63 33 58 N/A N/A 27 95
22733
Sharmarajnish
Enables solving complex combinatorial optimization problems with logical and nu…
C 63 44 54 47 73 81
22734
theYahia
vk-mcp Claim 1
MCP server for VK API — wall posts, news search, users, groups. 4 tools.
C 63 33 51 N/A N/A 58 83
22735
sinmb79
Commerce-MCP Claim
Enables natural-language control of e-commerce operations including product man…
C 63 33 48 N/A N/A 47 95
22736
S-Corkum
Mirdan Claim
Automatically enhances developer prompts with quality requirements, codebase co…
C 63 44 84 20 60 81
22737
stass
blew BLE MCP Claim
Bluetooth Low Energy (BLE) MCP server that allows AI agents to scan, connect to…
C 63 33 50 N/A N/A 42 95
22738
kaptainkangaroo
mcp-mautic Claim 1
C 63 43 78 45 N/A 25 90
22739
arjunprabhulal
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational querie…
C 63 43 88 32 N/A 23 91
22740
stephanj
LSP4J-MCP Claim
A Java MCP (Model Context Protocol) server that wraps JDTLS (Eclipse JDT Langua…
C 63 33 54 N/A N/A 35 95
22741
awslabs
IAM Policy Autopilot is an open source static code analysis tool that helps you…
C 63 44 64 33 N/A 79 81
22742
kai-builder
Stacks MCP Server Claim 1
Enables interaction with the Stacks blockchain through Claude Desktop. Manage w…
C 63 43 42 63 N/A 62 90
22743
zekozhang
mcp-remote-static Claim
Connects MCP clients to remote servers using static OAuth 2.0 client authentica…
C 63 44 62 43 67 80
22744
opendatalab
MinerU-Ecosystem Claim
Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/projec…
C 63 33 48 61 83
22745
yzfly
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
C 63 33 48 N/A N/A 46 95
22746
athola
skrills Claim
Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes,…
C 63 43 64 20 N/A 74 95
22747
Fujitsu-AI
A server implementation that allows secure communication between MCP clients an…
C 63 44 80 43 42 78
22748
notch-ai
autosteer Claim
Desktop app for multi-workspace Claude Code management
C 63 43 64 20 N/A 76 95
22749
tomgutt
Enables read-only access to LeanIX Multi-Tenant Management (MTM) API data throu…
C 63 44 78 57 24 81
22750
pottekkat
sandbox-mcp Claim
A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely …
C 63 43 66 22 N/A 73 91
Showing 22701–22750 of 48148 servers
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