MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29617
Scored
2112
Verified
16952
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23551
NikitaDatar
AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act complian…
C 58 33 48 N/A N/A 25 95
23552
tleeds1
NotionMCP Server Claim
A Python server that integrates MCP with Notion to automate documentation workf…
C 58 43 64 43 N/A 18 95
23553
labeveryday
Enables comprehensive PDF processing including text extraction, image extractio…
C 58 43 66 36 N/A 23 95
23554
manasp21
Psi MCP Server Claim 1
Enable seamless integration of language models with external data sources and t…
C 58 43 56 58 N/A 18 90
23555
loming
Gemini MCP Server Claim
Enables AI assistants to perform real-time internet searches and get AI-powered…
C 58 43 60 46 N/A 23 95
23556
hope1026
Roblox MCP Claim 1
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
C 58 43 54 20 N/A 62 96
23557
markswendsen-code
Aldi MCP Server Claim 2
An MCP server that enables users to search the Aldi product catalog, find store…
C 58 44 81 25 30 82
23558
guangxiangdebizi
Provides access to historical financial data for US, Hong Kong, and A-share mar…
C 58 44 54 58 30 82
23559
a01110946
RhinoMCP Claim
Connects Rhino3D to Claude AI via the Model Context Protocol, enabling AI-assis…
C 58 43 64 40 N/A 22 95
23560
rigzindorje
This MCP server provides a natural language interface to the Gmail API, allowin…
C 58 43 60 45 N/A 21 95
23561
hope1026
weppy-roblox-mcp Claim 1
MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) …
C 58 43 54 22 N/A 62 96
23562
flipt-io
mcp-server-flipt Claim
Enable AI assistants to interact with your feature flags in [Flipt](https://fli…
C 58 43 48 35 N/A 59 94
23563
BACH-AI-Tools
Enables access to the Deezer 1 API through MCP protocol. Requires API key authe…
C 58 44 50 57 45 80
23564
wanaku-ai
wanaku Claim
☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensibl…
C 58 43 48 30 N/A 75 87
23565
thesuitabs
sealedmail Claim
Send and receive on-chain private messages via SealedMail on Sui. No browser wa…
C 58 33 60 N/A N/A 32 75
23566
ArkVex
Native_MCP Claim
An extensible Model Context Protocol server that enables AI assistants like Cla…
C 58 44 72 31 41 81
23567
ofershap
ai-context-kit Claim
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
C 58 43 64 12 N/A 60 95
23568
Mtehabsim
ScreenPilot Claim
enables AI to fully control and access GUI interactions by providing tools for …
C 58 43 78 28 N/A 24 90
23569
vanman2024
CATS MCP Server Claim
Enables interaction with CATS (Complete Applicant Tracking System) API v3 throu…
C 58 44 72 40 29 80
23570
Mobeen-Dev
Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify vi…
C 58 43 60 40 N/A 32 95
23571
Gowtham-3004
Enables Claude Desktop to interact with the Kynhood Events API, allowing users …
C 58 44 78 35 24 81
23572
rahulkr
Enables comprehensive control of Android devices via ADB for Flutter developmen…
C 58 43 60 27 N/A 44 95
23573
inboundemail
Enables AI assistants to interact with the Inbound Email API to manage domains,…
C 58 44 48 70 27 82
23574
aliyun
A universal interface that enables AI Agents to seamlessly communicate with Adb…
C 58 44 62 41 49 78
23575
freispace
Enables AI assistants to query freispace scheduling software data including sta…
C 58 44 58 38 56 81
23576
SidneyBissoli
bcb-br-mcp Claim 2
MCP Server for Brazilian Central Bank Time Series (SGS/BCB) - Economic and Fina…
C 58 43 39 58 N/A 47 92
23577
mkearl
DependencyMCP Server Claim 1
Analyzes codebases to generate dependency graphs and architectural insights acr…
C 58 33 54 N/A N/A 17 95
23578
Azure-Samples
A cloud-based custom MCP server using Azure Functions that enables saving and r…
C 58 44 54 36 65 80
23579
loglmhq
MCP server for interacting with Prometheus metrics and data.
C 58 44 53 56 37 81
23580
BACH-AI-Tools
Enables querying WhatsApp OSINT API to gather intelligence on WhatsApp numbers,…
C 58 44 50 60 45 76
23581
mateus-gondev
Gestao-MCP Claim
A customer and product management MCP server using SQLite. It enables Claude De…
C 58 33 42 N/A N/A 37 95
23582
ThomasMarches
An MCP server implementation to interact with Substrate-based blockchains. Buil…
C 58 43 39 61 N/A 46 87
23583
BACH-AI-Tools
Enables users to fetch random jokes from the API Ninjas Jokes API. Supports ret…
C 58 44 50 57 45 80
23584
huntsyea
An MCP server that converts Cursor agent plans into structured markdown task li…
C 58 33 39 N/A N/A 39 95
23585
alderban107
hyprland-mcp Claim 1
An MCP server for Hyprland desktop automation that allows AI assistants to see …
C 58 43 61 31 N/A 45 89
23586
Oortonaut
task-graph-mcp Claim 1
MCP server for agent task workflows with phases, prompts, gates, and multi-agen…
C 58 43 45 22 N/A 79 95
23587
weezerzero
shellserver Claim 1
A Model Context Protocol server that exposes a tool to execute shell commands o…
C 58 33 45 N/A N/A 30 95
23588
krillto
Krill Claim
Search, organize, and chat with your saved Twitter/X bookmarks from any AI agen…
C 58 44 60 35 48 84
23589
itz4blitz
JMX-MCP Claim
A powerful Model Context Protocol (MCP) server that enables AI assistants like …
C 58 43 64 21 N/A 50 95
23590
RyanCardin15
azure-devops-mcp Claim
This server provides a convenient API for interacting with Azure DevOps service…
C 58 44 60 38 52 81
23591
KenosInc
MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyze…
C 58 43 49 31 N/A 57 95
23592
Kir4kami
steamdt Claim
Enables querying Steam item prices, wear, and price history via the SteamDT API…
C 58 33 48 N/A N/A 25 95
23593
chetaniitbhilai
Enables case-insensitive keyword search within files, returning matching lines …
C 58 43 58 52 N/A 19 95
23594
BarhamAgha1
Bridge MCP Claim
Visual Desktop Bridge - Give any AI full control over Windows to automate apps …
C 58 43 54 41 N/A 51 87
23595
soltyDude
mcp-task-manager Claim
A local task management MCP server that enables users to create, update, and ma…
C 58 33 48 N/A N/A 27 95
23596
dudebot
flipper-mcp-bridge Claim 1
An MCP server that exposes a USB-connected Flipper Zero device as tools for con…
C 58 33 45 N/A N/A 32 95
23597
griffithsbs
envmcp Claim
A lightweight way to use environment variables in your Cursor MCP server defini…
C 58 43 60 25 N/A 63 84
23598
royisme
Transforms code repositories and development documentation into a queryable Neo…
C 58 44 64 31 53 82
23599
SecretiveShell
MCP-llms-txt Claim 2
MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into…
C 58 43 45 52 N/A 41 92
23600
christian-felipe9
A REST API built with FastAPI that exposes endpoints via Model Context Protocol…
C 58 44 54 60 34 81
Showing 23551–23600 of 47923 servers
« Prev 1 470 471 472 473 474 959 Next »