MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7501
JosueSay
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
B 70 54 72 57 N/A 21 95 95
7502
kevindarstNBB
MCP server for searching horse boarding facilities and trainers across the Unit…
B 70 44 60 37 81 98
7503
EvilPhatBoi
A Model Context Protocol server that enables LLMs like Claude to interact with …
B 70 55 77 60 31 80 92
7504
leehanchung
bing-search-mcp Claim
Web search capabilities using Microsoft Bing Search API
B 70 55 72 46 46 82 100
7505
hushaudio
PuppeteerMCP Server Claim 1
An MCP server that enables AI assistants to capture and analyze web page screen…
B 70 54 63 65 N/A 23 95 93
7506
rod-anami-kyndryl
Enables interaction with HashiCorp Vault for secret management operations inclu…
B 70 55 78 66 26 81 89
7507
drapon
A toolkit for managing Claude desktop app extension configurations, enabling fe…
B 70 55 72 76 42 80 73
7508
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 55 85 38 54 81 88
7509
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
7510
Meerkats-Ai
Prospeo MCP Server Claim 1
A Model Context Protocol server that integrates with Prospeo API to find work e…
B 70 55 69 71 20 80 99
7511
thirdstrandstudio
An MCP (Model Context Protocol) server that chains calls to other MCP tools, re…
B 70 55 78 57 47 74 87
7512
voidbox-ai
RhinoCommon MCP Claim
Enables Claude to access Rhino 8 RhinoCommon API documentation for accurate cod…
B 70 55 80 53 41 81 89
7513
pranciskus
Manage Garmin Connect workouts, including strength workouts with mapped exercis…
B 70 55 70 82 N/A 66 83 42
7514
willc121
Enables querying Garmin health data stored in Supabase through natural language…
B 70 55 78 57 27 81 98
7515
Bob-lance
Grok MCP Plugin Claim
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
B 70 55 92 36 49 81 84
7516
qso-graph
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
B 70 54 72 41 38 95 98
7517
harshkedia177
Axon Claim 1
A graph-powered code intelligence engine that indexes codebases into a structur…
B 70 54 60 41 N/A 63 94 96
7518
swairshah
Zotero MCP Server Claim
A server that enables MCP clients like Anthropic Claude App to interact with lo…
B 70 54 78 41 N/A 45 88 94
7519
wubbyweb
A simple server that enables AI models to send WhatsApp messages via the Twilio…
B 70 55 78 71 16 80 92
7520
jurasofish
MCPunk Claim 1
Chat with your codebase through intelligent code searching without embeddings b…
B 70 55 62 82 N/A 67 92 46
7521
Snack-JPG
Enables AI assistants to interact with Godot game projects through real-time er…
B 70 55 78 43 46 81 96
7522
jpalmerr
Hedgehog Claim 2
A Model Context Protocol server that manages structured technical spike investi…
B 70 54 69 38 N/A 48 95 100
7523
priteshshah96
A simple application demonstrating Model Context Protocol (MCP) integration wit…
B 70 55 82 66 16 77 94
7524
readmigo
shipkit Claim
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
B 70 54 84 43 N/A 55 75 90
7525
strangelove-ventures
Web3 MCP Server Claim
A Model-Context-Protocol server enabling users to perform basic operations on S…
B 70 55 74 60 45 74 91
7526
pronet-systems
TANSS MCP Server Claim
Enables AI assistants to interact with the TANSS ticket management system throu…
B 70 55 92 57 24 81 80
7527
TiagoTi
An MCP server specialized in managing and querying gym exercises through a cent…
B 70 55 69 66 34 80 95
7528
TeslaLord
Enables interaction with GitLab repositories through natural language, supporti…
B 70 55 92 43 19 81 99
7529
mdoel
OmniFocus MCP Server Claim 1
A Model Context Protocol server that integrates OmniFocus with Claude Desktop, …
B 70 54 57 57 N/A 39 95 100
7530
hanweiit007
HotNews MCP Server Claim 1
Provides real-time hot trending topics and heat indices from nine major Chinese…
B 70 55 78 87 41 82 51
7531
PancrePal-xiaoyibao
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
B 70 55 90 57 27 81 82
7532
mlobo2012
A server that enables Claude Desktop users to access the Claude API directly, a…
B 70 54 94 33 N/A 19 95 95
7533
NightTrek
Facilitates interactive software development planning by managing tasks, tracki…
B 70 55 86 83 47 81 41
7534
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7535
Epochal-dev
open-notebook Claim
MCP server that wraps the Open Notebook API
B 70 54 78 40 N/A 55 83 92
7536
NZ99
Mochi MCP Server Claim
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
B 70 55 60 72 32 80 100
7537
chick-p
Enables searching for any text within a specified Algolia index through an MCP-…
B 70 55 76 52 45 81 91
7538
CaptainCrouton89
A starter template for building Model Context Protocol servers that integrate w…
B 70 55 54 100 N/A 23 95 64
7539
raysker
axon-research Claim
AI agent ecosystem research, DeFi analysis, and market research tools
B 70 55 78 91 N/A 29 95 37
7540
mytechnotalent
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
B 70 54 64 42 55 95 94
7541
Tikous
Controls a real Chrome browser to navigate web pages and extract text content w…
B 70 54 72 62 N/A 21 91 93
7542
icraft2170
YouTube MCP Server Claim
Enables AI language models to interact with YouTube content through a standardi…
B 70 55 60 72 32 81 98
7543
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7544
zhongmingyuan
mcp-my-mac Claim
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
B 70 55 54 74 N/A 36 95 84
7545
GeekyRiolu
ICY_MCP Claim
Enables Instagram engagement analysis using the unofficial Instagram Private AP…
B 70 55 78 66 23 81 87
7546
LiamCioci
WordPress MCP Server Claim 2
Enables AI assistants to interact with WordPress sites through the REST API. Su…
B 70 55 84 60 34 76 88
7547
jagjerez-org
Enables AI-driven 3D model generation and manipulation using OpenSCAD through n…
B 70 54 66 56 N/A 33 90 98
7548
v4lheru
generic-mcp-server Claim 1
A framework to use with AI to easily create a server for any service. Just drop…
B 70 54 66 61 N/A 24 92 100
7549
waimakers
Veo 3.1 MCP Server Claim 1
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
B 70 55 78 68 24 80 89
7550
abcpro1
mcp-cli-catalog Claim 1
An MCP server that publishes CLI tools on your machine for discoverability by L…
B 70 54 69 65 N/A 43 95 70
Showing 7501–7550 of 67197 servers
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