MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9501
TalissonFV
A simple user management service that enables creating new users and retrieving…
C 67 54 60 52 N/A 22 95 96
9502
happylinks
arc-mcp Claim 1
An MCP server for the Arc browser that enables programmatic management of space…
C 67 54 55 56 N/A 29 90 98
9503
mektigboy
An MCP server implementation that integrates with Hyperliquid exchange, providi…
C 67 55 75 82 38 81 47
9504
almogqwinz
Amadeus MCP Server Claim
Enables flight search capabilities through the Amadeus Flight Offers Search API…
C 67 55 68 48 42 81 92
9505
wearesociety
Provides comprehensive wallet, token, and smart contract utilities for the Abst…
C 67 55 66 65 29 76 91
9506
meloncafe
Remote ChromaDB vector database MCP server with streamable HTTP transport
C 67 66 92 70 0 79 70 99
9507
dbustosjr
A production-ready browser automation server that enables AI assistants to inte…
C 67 54 66 43 N/A 24 94 100
9508
CesarRL23
Enables CRUD operations on student records via REST API and MCP interface, with…
C 67 44 44 N/A N/A 29 95 98
9509
sergiuiacob1
A Flask-based reference implementation demonstrating how to build an MCP server…
C 67 54 80 30 N/A 24 94 100
9510
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9511
DAWNCR0W
affine-mcp-server Claim
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE works…
C 67 66 78 68 0 88 81 97
9512
angrysky56
Narrative Graph MCP Claim 1
A Model Context Protocol server implementing the Random Tree Model for encoding…
C 67 55 63 100 N/A 23 95 34
9513
StealthBadger747
mcp-omnienv-nix Claim
Enables creation of ephemeral, polyglot development environments using Nix for …
C 67 55 54 82 N/A 21 95 73
9514
Akshay-Quorum2145
Enables interaction with Azure DevOps work items through AI assistants like VS …
C 67 55 78 91 21 81 43
9515
sctg-development
Assists in migrating HeroUI v2 and NextUI projects to HeroUI v3 beta through au…
C 67 54 68 31 N/A 53 92 92
9516
gh-hirokuma
Trello MCP Server Claim
Enables interaction with Trello through the Trello API, allowing users to manag…
C 67 55 54 65 32 80 100
9517
mmmaaatttttt
This server integrates with the Ticketmaster API to provide AI agents with real…
C 67 55 74 58 20 81 88
9518
jghidalgo
Enables comprehensive analysis of AWS Lambda performance including cold start t…
C 67 55 78 55 19 81 91
9519
moarshy
Transforms documentation repositories into interactive educational content and …
C 67 55 78 43 25 82 100
9520
kerlos
A template for building Model Context Protocol servers using Elysia and Bun run…
C 67 55 66 55 39 83 85
9521
luis0794
Violett MCP Server Claim 2
A Model Context Protocol server that provides tools for fetching and posting HT…
C 67 55 75 100 26 81 36
9522
MarcusViniciusBarcelos
Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, …
C 67 55 84 83 40 81 30
9523
Ritesh-sudo
Enables searching for AI/ML internships and entry-level positions across multip…
C 67 55 84 91 25 80 36
9524
koinunopochi
Danger Zone MCP Claim 1
A Model Context Protocol server that enables safe execution of predefined comma…
C 67 55 63 87 N/A 41 95 37
9525
c-wenlong
Create personalized greetings for people or groups in seconds. Toggle a playful…
C 67 54 56 62 N/A 30 95 87
9526
SecretiveShell
MCP Windows Claim
Windows integration MCP server that enables Claude to interact with Windows sys…
C 67 54 68 30 N/A 44 95 96
9527
rinadelph
Tmux MCP Server Claim
Enables comprehensive tmux session management through MCP, allowing users to li…
C 67 54 66 33 N/A 37 95 99
9528
PolarVista
Xcode MCP Server Claim 3
A Model Context Protocol server that enables AI assistants to build and test Xc…
C 67 54 69 53 N/A 24 82 99
9529
SUSHRUTH3002
Enables multi-agent trip planning with coordinated specialized agents for team …
C 67 54 84 33 N/A 22 95 89
9530
feuerdev
keep-mcp Claim
Read, create, update and delete Google Keep notes.
C 67 55 62 41 69 76 95
9531
hkk101
MCP Server for MySQL Claim 2
A Model Context Protocol server that provides read-only access to MySQL databas…
C 67 55 73 82 39 81 49
9532
gregkop
Sketchfab MCP Server Claim 2
Allows interaction with Sketchfab's 3D model platform through Claude or Cursor,…
C 67 55 78 100 20 80 36
9533
kurojs
Wayland MCP Server Claim
Enables AI assistants to automate Wayland desktop environments through screensh…
C 67 54 66 38 N/A 34 95 97
9534
adhikasp
mcp-reddit Claim
A Model Context Protocol (MCP) server that provides tools for fetching and anal…
C 67 54 66 32 N/A 49 95 94
9535
financial-datasets
MCP server that provides AI assistants access to stock market data including fi…
C 67 55 66 41 50 80 99
9536
luizzzvictor
mcp-comexstat
C 67 55 78 82 45 81 34
9537
apache
IoTDB MCP Server Claim
A server that enables running SQL queries against IoTDB databases, providing da…
C 67 55 62 48 51 82 90
9538
princefishthrower
Generates O'Reilly parody book covers that display directly in Claude Desktop a…
C 67 55 76 41 43 81 91
9539
markheramis
GIT MCP Server Claim
Node.js server implementing Model Context Protocol for git operations, enabling…
C 67 55 78 82 N/A 27 95 33
9540
relaxcloud-cn
MCP Port Scanner Claim
An intelligent layered port scanning service based on MCP protocol, designed fo…
C 67 55 80 28 53 81 90
9541
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9542
michael7736
MySQL MCP Server Claim 2
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
C 67 55 77 100 26 71 42
9543
aptro
Integrates Zerodha's trading platform with Claude AI using the Multi-Cloud Plug…
C 67 54 70 41 N/A 43 87 92
9544
spranjal3301
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
C 67 54 66 33 N/A 44 95 96
9545
zidong0822
Swagger MCP Server Claim
Automatically converts Swagger 2.0 API specifications into MCP tools, enabling …
C 67 55 78 100 43 81 17
9546
elie222
inbox-zero Claim 1
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding o…
C 67 55 81 17 65 84 91
9547
saha-rajdeep
A containerized MCP (Model Context Protocol) server that provides a simple calc…
C 67 54 82 27 N/A 18 95 100
9548
oneagentlabs
Provides real-time AI model pricing, cost estimation, and budget management too…
C 67 55 66 52 35 83 92
9549
gemini-dk
A server providing a unified interface to interact with Firebase services, incl…
C 67 55 78 50 19 80 97
9550
collin-ho
Deslop MCP Server Claim
Detects and automatically removes AI-generated code slop patterns like redundan…
C 67 55 54 100 N/A 27 95 43
Showing 9501–9550 of 58295 servers
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