MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4701
HarjjotSinghh
VPS MCP Server Claim
Enables AI agents to connect to and control a Virtual Private Server via SSH. I…
B 74 55 94 60 27 81 96
4702
invapi-org
invapi-mcp Claim
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
B 74 54 84 71 N/A 32 83 88
4703
zeeweebee
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
B 74 54 68 62 N/A 44 90 100
4704
heffrey78
Enables comprehensive software lifecycle management with structured tracking of…
B 74 54 92 53 N/A 31 89 91
4705
Alurith
Umami MCP Server Claim
MCP server exposing Umami analytics (Cloud + self-hosted)
B 74 54 66 67 N/A 57 94 85
4706
mario-andreschak
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
B 74 55 78 62 44 80 98
4707
suvarchal
Docker MCP Server Claim
Allows Claude and other AI assistants to interact with Docker through the MCP p…
B 74 54 78 70 N/A 18 95 94
4708
john-zhang-dev
Xero MCP Server Claim 1
An MCP server allowing Clients to interact with Xero Accounting Software
B 74 54 63 52 N/A 72 90 96
4709
steiner385
Enables semantic code search across codebases using Qdrant vector database and …
B 74 55 94 40 53 82 96
4710
GeneralJerel
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
B 74 54 84 61 N/A 24 95 94
4711
matty-v
Enables searching, retrieving, and managing files in Google Drive using a servi…
B 74 55 78 68 35 81 100
4712
Benniu
emqx-mcp-server Claim
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
B 74 55 84 46 66 81 95
4713
RickoNoNo3
ThinkMem Claim 2
ThinkMem is an MCP server for memory management of large language models, offer…
B 74 55 82 82 59 90 45
4714
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
4715
danielsogl
MCP server that enables AI agents to perform comprehensive web audits using Goo…
B 74 55 76 82 N/A 76 95 35
4716
Prince77-7
Quran MCP Server Claim 1
Provides AI assistants with comprehensive access to Islamic resources including…
B 74 55 72 100 35 81 67
4717
gvbigdata
Task MCP Server Claim 1
A simple task management server that enables users to add, list, complete, and …
B 74 55 78 100 N/A 21 95 55
4718
pkdindustries
soulshack Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
B 74 54 84 71 N/A 77 90 46
4719
Toronto-inc
Toronto MCP Server Claim 1
An MCP server that provides tools for intelligently querying, analyzing, and re…
B 74 66 53 86 98 29 82 84
4720
PancrePal-xiaoyibao
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
B 74 55 94 55 47 81 83
4721
conorbronsdon
gws-mcp-server Claim
Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calend…
B 74 55 72 61 69 81 91
4722
kustus
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
B 74 55 94 62 32 76 95
4723
pnmice
Enables natural language management of Docker containers, images, networks, and…
B 74 55 80 61 47 81 95
4724
savethepolarbears
Enables AI assistants to search, browse, and retrieve metadata and images from …
B 74 55 96 46 39 82 99
4725
n24q02m
Production-grade MCP server for Telegram with dual-mode Bot API and MTProto. 6 …
B 74 54 72 61 81 81 80
4726
yash9439
Exposes the codetoprompt library to LLM agents for generating comprehensive pro…
B 74 54 78 62 N/A 39 92 92
4727
saleor
Saleor MCP Server Claim
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
B 74 55 67 70 52 81 99
4728
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
4729
danielsebastianc
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
B 74 54 80 66 N/A 35 87 90
4730
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
4731
wspringer
math-svg-mcp Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 55 62 100 N/A 56 95 48
4732
Michael-Obele
A TypeScript template for building remote Model Context Protocol servers with m…
B 74 55 80 60 40 81 100
4733
gregkonush
MCP Obsidian Claim 1
A server implementation that allows AI assistants to read, create, and manipula…
B 74 54 66 70 N/A 34 95 95
4734
Node-In-Layers
MCP Server Claim
A Node In Layers package that simplifies creation of MCP (Model-Control-Protoco…
B 74 55 78 68 38 82 93
4735
Abhishekrajpurohit
Motion.dev MCP Server Claim 1
Provides AI assistants with comprehensive access to Motion.dev animation librar…
B 74 55 100 100 30 80 39
4736
elchika-inc
Enables retrieval of README files, package information, and metadata from Cocoa…
B 74 55 96 62 21 81 93
4737
huuthangntk
Dokploy MCP Server Claim
Enables AI assistants to manage Dokploy deployments, including creating and dep…
B 74 55 66 67 60 81 94
4738
barbosaihan
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
B 74 54 68 65 N/A 47 95 93
4739
ShawnDM
espn-mcp Claim
B 74 54 86 56 N/A 28 92 95
4740
code-atlantic
Resurgo-MCP Claim
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
B 74 54 60 70 N/A 46 95 94
4741
urbushey
instant-db Claim 1
An MCP server that enables AI assistants to create and manage persistent SQLite…
B 74 54 61 61 52 94 100
4742
EdenYavin
OSV Claim
The server can be utilized for secure development by listing all packages' CVEs…
B 74 55 62 82 41 81 98
4743
brennancheung
MCP Rewatch Claim 1
A Model Context Protocol server that enables AI coding assistants like Claude C…
B 74 54 69 62 N/A 45 90 99
4744
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
4745
pungggi
smart-terminal-mcp Claim
A PTY-based MCP server providing persistent, interactive shell sessions with st…
B 74 55 76 100 N/A 37 95 46
4746
dannyytv
pomodash Claim
Connect your AI assistant to PomoDash for seamless task and project management
B 74 55 78 63 41 82 100
4747
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
4748
WAI-Soft
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
B 74 54 72 68 37 89 98
4749
KS-GEN-AI
confluence-mcp-server Claim 1
Get Confluence data via CQL and read pages.
B 74 55 86 65 45 74 91
4750
memextech
Enables AI agents to search through Memex conversation history and local projec…
B 74 54 100 53 N/A 28 82 91
Showing 4701–4750 of 67197 servers
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