MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4601
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 74 55 94 60 31 83 91
4602
8bitgentleman
Model Context Protocol server for ActivityWatch time tracking data
B 74 54 84 58 N/A 48 89 85
4603
JoodasCode
SlopWatch MCP Server Claim 1
An AI accountability system that tracks what AI systems claim they will impleme…
B 74 55 84 100 N/A 28 95 41
4604
atharvagupta2003
MCP Stripe Server Claim 1
A server that integrates with Stripe for handling payments, customers, and refu…
B 74 55 84 55 45 81 98
4605
Augmented-Nature
STRING-db MCP Server Claim 2
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
B 74 55 94 100 31 81 42
4606
paulieb14
graph-polymarket-mcp Claim 1
MCP server for querying Polymarket prediction market data via The Graph subgrap…
B 74 54 67 52 N/A 69 87 99
4607
timescale
Emulates Claude Skills with any LLM via MCP, enabling agents to use modular ski…
B 74 54 72 67 68 83 78
4608
LLMTooling
Code Search MCP Claim 1
Enables LLMs to perform high-performance code search and analysis across multip…
B 74 54 88 56 N/A 32 91 90
4609
ampcome-mcps
Chargebee MCP Server Claim 1
A server that integrates with AI-powered code editors to provide immediate answ…
B 74 55 54 100 N/A 26 95 85
4610
nickjlamb
PubCrawl Claim
PubCrawl provides LLMs with access to PubMed, FDA/UK drug labeling, and Clinica…
B 74 55 76 100 54 83 47
4611
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 44 62 N/A N/A 52 83 97
4612
ReGenNow
regennexus-mcp Claim
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…
B 74 54 90 43 N/A 47 92 93
4613
viktorkelemen
A composition-focused server built on music21 for generative music workflows, e…
B 74 55 92 70 25 81 88
4614
entanglr
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
B 74 55 66 82 58 81 82
4615
anavvathi
BridgeContext is a productivity tool designed to capture and transfer conversat…
B 74 54 90 27 N/A 64 89 98
4616
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 55 60 72 67 82 94
4617
chrisvin-jabamani
Enables Claude Desktop to read terminal command output by capturing commands pr…
B 74 54 78 58 N/A 32 92 99
4618
AsafShai
Provides access to Fantasy NBA Israel League statistics including team rankings…
B 74 55 72 82 30 81 92
4619
allkindsxyz
Railway MCP Server Claim
Enables AI systems like Claude and Cursor to directly manage Railway projects, …
B 74 55 72 68 47 80 100
4620
Alurith
Umami MCP Server Claim
MCP server exposing Umami analytics (Cloud + self-hosted)
B 74 54 66 67 N/A 57 94 85
4621
Warren-W
Apifox MCP Claim
Enables AI assistants to automatically manage Apifox API documentation by impor…
B 74 55 86 68 42 81 82
4622
srmorete
ADB MCP Server Claim 1
A TypeScript-based bridge between AI models and Android device functionality, e…
B 74 55 90 82 N/A 54 90 40
4623
congcongfu
plurk-mcp Claim
A secure Model Context Protocol server for interacting with Plurk, allowing age…
B 74 55 72 71 35 83 100
4624
maxkulish
GitLab MCP Server Claim 1
Enables project management and repository operations on GitLab through the GitL…
B 74 55 80 68 40 78 94
4625
samefarrar
MCP-AnkiConnect Claim 2
An MCP server that integrates Claude with Anki flashcards, allowing users to re…
B 74 55 57 74 N/A 51 95 91
4626
bhubbb
Provides access to step-by-step drawing tutorials from easydrawingguides.com, e…
B 74 55 78 100 41 81 57
4627
bxzymy
MCP Recommender Claim
Provides intelligent recommendations for MCP servers based on development needs…
B 74 55 66 82 36 81 95
4628
Montimage
MITRE ATT&CK Claim
MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.
B 74 54 84 40 N/A 65 90 91
4629
daisys-ai
daisys-mcp Claim
Generate high-quality text-to-speech and text-to-voice outputs using the [DAISY…
B 74 54 74 66 N/A 43 87 92
4630
es6kr
claude-sessions-mcp Claim 2
MCP server for managing Claude Code conversation sessions
B 74 54 63 58 N/A 58 92 100
4631
kbyk004-diy
A server that analyzes website performance using Playwright and Lighthouse, all…
B 74 54 76 61 N/A 40 90 94
4632
zahidhasanaunto
mcp-nestjs Claim
A NestJS module for building Model Context Protocol (MCP) servers using decorat…
B 74 55 78 67 35 82 100
4633
tumf
mcp-text-editor Claim
A line-oriented text file editor. Optimized for LLM tools with efficient partia…
B 74 54 78 40 N/A 76 95 85
4634
quinny1187
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
B 74 54 84 56 N/A 23 95 100
4635
meshpop
vault Claim
Secret and credential management MCP — securely store, retrieve, manage API key…
B 74 54 94 41 N/A 47 90 93
4636
Columbina-Dev
Enables AI agents to create and manage node graphs and projects for Genshin Imp…
B 74 55 88 58 45 81 92
4637
MyLightIsOn
Enables task management through natural language with full CRUD operations incl…
B 74 54 78 60 N/A 29 95 100
4638
oleander
A Model Context Protocol server that allows large language models to control an…
B 74 55 71 70 49 81 97
4639
aj47
Enables debugging and automation of native Electron applications on macOS throu…
B 74 54 80 57 N/A 30 95 98
4640
theSharque
javaperf Claim
MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). …
B 74 54 74 61 N/A 39 89 98
4641
GatienBoquet
Jules MCP Server Claim
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
B 74 55 80 73 25 81 99
4642
yuki-yano
Kagi MCP Claim
A Node.js implementation of the Kagi Model Context Protocol server that enables…
B 74 55 78 71 40 81 94
4643
TsFreddie
mcp-web Claim
Enables AI agents to search DuckDuckGo and fetch web content with human-assiste…
B 74 54 78 60 N/A 40 95 89
4644
akaramanapp
Weather MCP Server Claim
A Model Context Protocol server that provides AI agents with tools to retrieve …
B 74 54 72 65 30 94 100
4645
gurdasnijor
Basic MCP Server Claim
A minimal Model Context Protocol server demonstrating basic MCP capabilities wi…
B 74 54 74 51 N/A 45 95 100
4646
ccabanillas
Notion MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
B 74 55 75 66 45 81 95
4647
apridachin
Kagi MCP Server Claim 1
Allows the use of Kagi's API for web searching and content enrichment through m…
B 74 55 90 66 40 80 85
4648
raz-labs
Enables AI assistants to request user input through interactive popups in VS Co…
B 74 54 72 66 N/A 40 95 91
4649
rohitg00
kubectl-mcp-server Claim
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants…
B 74 55 72 60 74 85 83
4650
MenschMachine
pdfdancer-mcp Claim
Provides access to pdfdancer documentation through search and content retrieval…
B 74 55 72 82 33 81 94
Showing 4601–4650 of 66415 servers
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