MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7301
anhkhoa289
MCP Playground Claim 1
A demonstration MCP server supporting both Stdio and SSE transports, providing …
B 70 55 72 83 47 81 55
7302
raulUbillos
Integrates with Jira REST API to create tickets with customizable fields and re…
B 70 55 78 66 19 81 90
7303
589411
Notion MCP Server Claim
Enables interaction with Notion workspaces through the Notion API. Provides too…
B 70 55 84 60 26 81 85
7304
dhhuston
APRS.fi MCP Server Claim 1
A Model Context Protocol server that provides access to APRS.fi API for ham rad…
B 70 55 75 100 N/A 20 95 40
7305
znehraks
MCP Notepad Server Claim
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
B 70 54 72 60 N/A 34 92 85
7306
bermingham85
Enables browser automation and AI-driven workflows through Puppeteer integratio…
B 70 55 96 48 30 74 87
7307
0xgasless
A Model Context Protocol server that enables gasless blockchain transactions di…
B 70 55 57 63 49 81 100
7308
fjing1
Enables AI-powered natural language stock market queries with real-time data fr…
B 70 55 86 51 19 81 99
7309
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 55 63 53 56 81 98
7310
satomic
Enables text-to-image generation and image editing using Azure AI Foundry model…
B 70 55 96 46 22 80 93
7311
aaearon
A production-ready Model Context Protocol (MCP) server for CyberArk Privilege C…
B 70 54 94 41 N/A 36 92 77
7312
lkb2k
Enables management of Gradle-based Tomcat applications with capabilities for st…
B 70 55 86 75 46 81 50
7313
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7314
parthashirolkar
Gmail MCP Server Claim
Enable AI applications to securely send and manage emails through Gmail with mu…
B 70 54 60 65 N/A 23 95 98
7315
dimascior
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
B 70 54 96 38 N/A 27 83 91
7316
th3nolo
Provides access to 400+ AI models from OpenRouter, enabling users to chat with …
B 70 55 90 75 28 81 58
7317
roboulos
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
B 70 55 78 71 24 81 80
7318
yanmxa
Prometheus MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to query Prometheus …
B 70 55 73 82 41 81 63
7319
Tairon-ai
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
B 70 55 66 61 44 80 98
7320
guilhermelirio
Home Assistant MCP Claim
Provides tools for AI assistants to interact with smart home devices through Ho…
B 70 55 60 66 46 78 99
7321
pwfarmer87
Slate MCP Server Claim
Connects Technolutions Slate with Claude to query and analyze student enrollmen…
B 70 55 78 65 21 81 93
7322
imax09-wq
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that allows applications …
B 70 55 78 42 60 81 89
7323
leolech14
YTPipe Claim
Transforms YouTube videos into LLM-ready knowledge bases through transcription,…
B 70 55 66 62 50 82 90
7324
Go-555
Note Post MCP Claim
Enables automated publishing and draft saving to note.com platform using Playwr…
B 70 55 78 100 N/A 33 95 25
7325
qso-graph
pota-mcp Claim
Parks on the Air MCP server. Park lookup, activator and hunter stats, live spot…
B 70 54 72 41 N/A 38 95 98
7326
iamanishroy
FireMCP Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
B 70 55 72 52 44 81 97
7327
ThomAub
ClickHouse MCP Server Claim 2
A Model Context Protocol server that enables Large Language Models to seamlessl…
B 70 55 71 56 38 80 100
7328
kongyo2
This MCP server provides complete MediaWiki markup syntax documentation by dyna…
B 70 55 66 61 43 83 94
7329
somospragma
Enables the validation and generation of Terraform Infrastructure as Code accor…
B 70 54 72 58 N/A 18 90 100
7330
theYahia
voximplant-mcp Claim 2
MCP server for Voximplant API — call history, users, SMS. 3 tools.
B 70 44 51 N/A N/A 58 95 76
7331
wpfleger96
A server that exposes PagerDuty API functionality to LLMs with structured input…
B 70 55 80 41 66 81 84
7332
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 54 60 58 N/A 35 92 100
7333
pavel-bc
A Model Context Protocol server providing tools for querying Bitcoin blockchain…
B 70 55 79 47 32 82 100
7334
pauldub
AppSignal MCP Claim
Enables AI assistants to query and fetch error and performance monitoring data …
B 70 55 66 71 35 81 90
7335
cbunting99
Provides comprehensive code analysis through three MCP servers: static analysis…
B 70 55 78 51 50 80 89
7336
lewisvoncken
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 70 55 65 55 57 80 95
7337
rosh-studio
rosh-mcp Claim 1
Create interactive web apps, games, and 3D scenes using Rosh — a plain-English …
B 70 55 76 41 N/A 47 82 100
7338
ricleedo
A starter template for building custom MCP (Model Context Protocol) servers tha…
B 70 55 54 100 N/A 26 95 64
7339
mrexodia
ida-pro-mcp Claim 1
MCP server for IDA Pro, allowing you to perform binary analysis with AI assista…
B 70 54 57 41 N/A 80 90 93
7340
Meerkats-Ai
A Model Context Protocol server that connects to RocketReach API, enabling AI a…
B 70 55 77 70 20 80 89
7341
AngDrew
Todoist MCP Server Claim 1
Enables interaction with Todoist through the MCP interface, providing full CRUD…
B 70 55 72 67 21 80 99
7342
odgrim
MCP DateTime Claim 1
A TypeScript server implementing the Model Context Protocol (MCP) that provides…
B 70 55 60 61 42 83 100
7343
yhsung
An MCP server that provides shell command execution and OpenAI Whisper transcri…
B 70 54 71 53 N/A 34 95 90
7344
mythographica
Mnemonica Strategy Claim 2
An MCP server that connects to running Node.js applications via the Chrome Debu…
B 70 54 69 51 N/A 48 88 91
7345
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7346
jkawamoto
mcp-memos Claim 1
An MCP server for interacting with Memos.
B 70 54 53 62 N/A 69 80 93
7347
frishtik
MCP server exposing multiple OSINT tools for AI assistants like Claude
B 70 54 90 28 N/A 42 95 88
7348
flagify-com
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
B 70 55 90 40 50 81 85
7349
sodam-ai
An MCP server for managing work logs, research results, and task checkpoints to…
B 70 54 53 60 N/A 68 92 83
7350
cppmyjob
Provides structured task planning and tracking capabilities with 40 tools for m…
B 70 55 54 82 N/A 32 95 78
Showing 7301–7350 of 30006 servers
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