MCP Server Quality Scores

Independent quality analysis of 61082 public MCP servers

61082
Discovered
30016
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30101
wegitor
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
N/A N/A
30102
sam-shepp
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
30103
9-Trinkets
ProjectBrain MCP is a Model Context Protocol (MCP) server for project planning …
30104
TJYOYO
mcp-server Claim
Minimal FastMCP server demo with example tools like generating leave request em…
N/A N/A
30105
BrianDeacon
MCP server for Azure Service Bus that enables sending messages, inspecting queu…
30106
agentience
Provides component information, usage guidelines, and code generation for AWS C…
30107
taisly
agent Claim
Taisly Agent Kit MCP server for AI agent social media video publishing. Discove…
30108
YawLabs
redis-mcp Claim
Enables exploring and diagnosing a Redis instance from MCP clients with read-on…
30109
Groupthink-dev
Local-first Starlink dish monitoring and control via the Model Context Protocol…
N/A N/A
30110
engrdeveloper
Enables posting text messages to Facebook business pages through MCP. Supports …
81
30111
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
30112
abbdullahjan
Enables fetching and analyzing COMSATS University timetables via natural langua…
N/A N/A
30113
helmforgedev
Production-ready FastMCP server image that dynamically loads tools, resources, …
N/A N/A
30114
natkitten
Enables interaction with the Capacities.io note-taking API via MCP, supporting …
30115
devjourney
Enables AI assistants to control Music Assistant for music search, library brow…
30116
btholath
Enables retrieval of annuity client data, payout calculations, and portfolio an…
N/A N/A
30117
tumf
MCP server for interacting with Google Gmail and Calendar via natural language,…
30118
Yurich-ru
mcp-sessions Claim
Search and browse Claude Code conversation history across all your projects.
N/A N/A
30119
Lohithry
divlens Claim
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware …
N/A N/A
30120
peterparker57
Enables instant file searches on Windows using Everything's native SDK, support…
N/A N/A
30121
marlonluo2018
Enables AI assistants to manage Microsoft 365 email, calendar, and contacts thr…
N/A N/A
30122
darkelf1004
myproject Claim
N/A N/A 95
30123
gabrielmahia
remit-mcp Claim
MCP server for African diaspora remittance optimization, enabling comparison of…
30124
phildougherty
Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assis…
30125
GreyNoise-Intelligence
MCP server for GreyNoise threat intelligence, enabling IP analysis, GNQL querie…
30126
stevenmcsorley
Enables AI assistants to manage Trello boards, lists, cards, labels, checklists…
30127
IBM
A robust runtime for the official Model Context Protocol (MCP) that adds proxyi…
30128
intelops
A modular MCP server for code analysis using ast-grep, enabling structural patt…
N/A N/A
30129
Pyligent
Provides real-time financial data including stock quotes, news, and market move…
30130
naab007
BlenderMCP Claim
Connects Blender to AI assistants like Claude for prompt-assisted 3D modeling, …
N/A N/A
30131
anil7948
cctx Claim
Enables Claude Code to reduce token usage by 70-90% using a local LLM for codeb…
N/A N/A
30132
kermitic
Provides personalized store greetings combined with real-time weather informati…
81
30133
CSOAI-ORG
pdf-tools-ai-mcp MCP server by MEOK AI Labs
N/A N/A
30134
LupinLin1
mail-mcp Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
30135
InitechSoftware
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
30136
zahhar
Zefix MCP Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
30137
DimitrisPasakaleris
Enables Claude to read and send WhatsApp messages, including media and call his…
N/A N/A
30138
blackducksoftware
AI-powered security scanning using Black Duck Signal for vulnerability detectio…
N/A N/A
30139
aderik
Enables interaction with JIRA through the MCP interface, allowing users to mana…
30140
qmed-asia
Qmed-AskCPG Claim
Enables clinicians and developers to query Malaysian Clinical Practice Guidelin…
30141
liquidz00
JamfMCP Claim
An async MCP server for Jamf Pro integration, providing AI assistants with tool…
30142
WAR10CK222
An MCP server that interfaces with the Creatomate API, turning LLMs into autono…
30143
yyu0310
lark-mcp Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
N/A N/A
30144
jaidhyani
Enables access to browser data (tabs, history, bookmarks) from Chromium-based b…
N/A N/A
30145
AiAgentKarl
Compliance and guardrails infrastructure for AI agents, enabling safe operation…
N/A N/A
30146
ros-claw
Enables AI agents and LLMs to interact with Vicon motion capture systems for re…
N/A N/A
30147
mako10k
A secure MCP server for shell operations, terminal management, and process cont…
N/A N/A
30148
oleksii-honchar
mermaid-mcp Claim
Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, …
30149
ragalgo
ragalgo-mcp Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
N/A N/A 95
30150
karatechopping
Connects Claude AI to GoHighLevel CRM, enabling comprehensive automation across…
N/A N/A 95
Showing 30101–30150 of 61082 servers
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