MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23851
CaptainCrouton89
A starter template for building Model Context Protocol servers that can integra…
C 56 44 54 58 23 81
23852
naru-sensei
Toast MCP Server Claim 1
An MCP server that displays desktop notifications on Windows 10 and macOS, comp…
C 56 43 39 52 N/A 42 92
23853
IvanMurzak
Enable seamless integration of AI capabilities within Unity Editor and Unity ga…
C 56 55 88 38 0 69 81
23854
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to int…
C 56 44 60 52 21 81
23855
stefans71
wordpress-mcp-server Claim 1
interact with your WordPress site (s) using this MCP WordPress Server 100% cre…
C 56 44 60 42 42 76
23856
acnlabs
A multi-model task management system that enables intelligent task creation, de…
C 56 44 54 56 26 81
23857
Peakviker
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
C 56 44 42 71 25 81
23858
ParthKapoor-dev
AI-powered cloud development IDE, so you can run AI to surf in a secure sandbox…
C 56 44 54 38 50 81
23859
varun-b-nagaraj
Enables users to interact with a business co-founder/executive assistant that i…
C 56 44 48 61 27 82
23860
huazhengwang
Resend MCP Server Claim
An MCP (Multi-Agent Conversation Protocol) Server for interacting with Resend's…
C 56 44 60 55 21 78
23861
AmoghReddy45
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
C 56 33 54 N/A N/A 23 83
23862
CindyGao8
An MCP server that enables the analysis of CSV and Parquet files by providing t…
C 56 33 45 N/A N/A 22 95
23863
RCS-kz
bitrix24-mcp Claim
Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Di…
C 56 33 36 N/A N/A 36 95
23864
javascripto
MCP TODO Server Claim
Enables AI agents and automation tools to manage TODO tasks through full CRUD o…
C 56 44 42 62 35 82
23865
ag2-mcp-servers
IX-API MCP Server Claim
An auto-generated Multi-Agent Conversation Protocol Server that enables interac…
C 56 43 60 40 N/A 21 95
23866
vlameiras
mcp-github Claim
Gitbub mcp
C 56 33 44 N/A N/A 23 95
23867
kensou24
Evernote MCP Server Claim 1
Enables Claude to interact with Evernote notes and notebooks, supporting full-t…
C 56 44 60 43 33 82
23868
blahkheart
Unlock-MCP Claim 2
An MCP server providing comprehensive access to Unlock Protocol on Base and Bas…
C 56 44 57 53 24 82
23869
sesme100
Example MCP server for Microsoft Copilot Studio, providing echo (repeat input 3…
C 56 33 42 N/A N/A 27 95
23870
ysankpia
Enables building and querying code knowledge graphs for project analysis, with …
C 56 43 48 33 N/A 50 95
23871
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 56 43 60 40 N/A 21 95
23872
kvgork
Enables AI assistants to control Gazebo robot simulations through ROS2, includi…
C 56 44 84 12 32 84
23873
freminder
ESG MCP Servers Claim 1
31 MCP tools for ESG data extraction, PDF processing, vector search, and EU reg…
C 56 43 70 28 N/A 47 75
23874
lzw12123
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
C 56 33 42 N/A N/A 29 95
23875
pidanmeng
MCP Template Claim
A template MCP server built with FastMCP framework that demonstrates basic tool…
C 56 44 60 52 24 81
23876
dgtalquantumleap-ai
ebenova-scope-guard Claim 1
AI contract scope violation detector. Detect scope creep, draft responses.
C 56 33 54 N/A N/A 25 83
23877
undsoul
Qlik MCP Server Claim
Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise envi…
C 56 44 48 43 51 81
23878
mukadeshinigami
Enables AI assistants to interact with Google NotebookLM to manage notebooks, s…
C 56 43 60 40 N/A 22 92
23879
dankniight
api-football Claim
C 56 33 48 N/A N/A 18 95
23880
j-about
Qonto MCP Server Claim
Enables interaction with Qonto's Business API for banking operations. Supports …
C 56 44 56 43 41 81
23881
manasp21
Enables quantum systems analysis and simulation including quantum circuits, ope…
C 56 44 56 60 18 80
23882
adamanz
sendblue-mcp Claim
C 56 33 48 N/A N/A 19 95
23883
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
C 56 44 60 57 21 76
23884
Livia-Zaharia
Automates Facebook Page management through the Graph API, enabling content post…
C 56 44 66 30 43 81
23885
sancovp
Enables context capture and reinforcement learning by recording successful work…
C 56 43 60 36 N/A 24 95
23886
zgh2hh
MCP Test Server Claim
A TypeScript-based test implementation for the Model Context Protocol (MCP) wit…
C 56 43 60 22 N/A 43 95
23887
DeXpertmx
Volkern MCP Server Claim 1
Integrates Volkern CRM with AI agents to manage leads, schedule appointments, a…
C 56 44 72 35 27 80
23888
sudhans18
docker Claim
sapne dekha ache baat hai sapna ke so jaana wo sahi nahi hai
C 56 44 48 66 21 81
23889
GittyBurstein
mermaid-mcp-server Claim
MCP server that turns local projects or GitHub repositories into Mermaid diagra…
C 56 44 60 32 45 84
23890
MorDavid
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
C 56 43 70 28 N/A 23 90
23891
lgndluke
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
C 56 44 64 37 41 76
23892
yuna0x0
Access and interact with anime and manga data seamlessly. Retrieve detailed inf…
C 56 55 70 68 0 71 69
23893
hlaueriksson
GEmojiSharp Claim
:octocat: GitHub Emoji for C#, dotnet and beyond
C 56 43 56 12 N/A 65 95
23894
egormak
Tracker MCP Server Claim
Enables LLM clients to interact with a local tracker-server for checking schedu…
C 56 33 42 N/A N/A 28 95
23895
priyansh4320
An MCP (Multi-Agent Conversation Protocol) server that enables natural language…
C 56 43 60 40 N/A 21 95
23896
AnasKhillo
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
C 56 44 60 52 21 81
23897
ag2-mcp-servers
MCP Server that enables interaction with GoDaddy's Orders API using natural lan…
C 56 44 60 57 21 76
23898
ag2-mcp-servers
This MCP Server provides a natural language interface to interact with Google's…
C 56 44 60 52 21 81
23899
Untru
1c-mcp Claim
Curated list of MCP servers for 1C:Enterprise ecosystem | Каталог MCP-серверов …
C 56 33 44 N/A N/A 24 95
23900
ruvnet
ruv-swarm Claim
Neural network swarm orchestration with WebAssembly acceleration and MCP integr…
C 56 43 54 26 N/A 69 80
Showing 23851–23900 of 47923 servers
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