MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3651
0GiS0
A TypeScript-based MCP server that implements a simple note-taking system using…
B 76 5⁄4 ◉ ⏳ 84 65 N/A 22 95 100
3652
KevinRabun
An MCP server that provides access to FedRAMP 20x security requirements and con…
B 76 5⁄5 ◉ ⏳ 55 82 N/A 66 95 86
3653
culpur
cstrike Claim 1
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
B 76 5⁄5 ◉ ⏳ 72 82 N/A 63 95 62
3654
Daichi-Kudo
llm-advisor ⚡ Claim 1
Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sour…
B 76 5⁄5 ◉ ⏳ 60 100 N/A 73 95 51
3655
Luxshan2000
A secure file server for AI assistants that provides comprehensive file operati…
B 76 5⁄4 ◉ ⏳ 76 55 — 58 90 99
3656
scenic-contrib
Scenic MCP Claim 2
A Model Context Protocol server that enables AI-driven automation and testing o…
B 76 5⁄4 ◉ ⏳ 75 58 N/A 54 92 99
3657
Shigakuresama
Canvas MCP Server ⚡ Claim 1
Provides read-only access to Canvas LMS for students to retrieve courses, assig…
B 76 5⁄5 ◉ ⏳ 94 67 — 24 83 94
3658
AI-Zebra
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
B 76 5⁄5 ◉ ⏳ 84 100 — 45 81 55
3659
matracey
my-mcp-server ⚡ Claim
A TypeScript starter template for building Model Context Protocol (MCP) servers…
B 76 5⁄4 ◉ ⏳ 66 55 N/A 65 95 100
3660
brunoqgalvao
Enables text-to-image generation, image editing, and multi-image composition us…
B 76 5⁄5 ◉ ⏳ 94 71 — 26 81 91
3661
srthkdev
DBeaver MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI assistants to access and query …
B 76 5⁄5 ◉ ⏳ 63 91 — 66 81 79
3662
Arborist-ai
ClaudeHopper Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
B 76 5⁄4 ◉ ⏳ 88 58 N/A 46 90 90
3663
PabloBispo
Enables WhatsApp integration through Evolution API, allowing users to send mess…
B 76 5⁄5 ◉ ⏳ 66 72 — 65 81 100
3664
sheshbabu
zen Claim
Selfhosted notes app. Single golang binary, notes stored as markdown within SQL…
B 76 5⁄5 ◉ ⏳ 94 38 N/A 64 82 100
3665
arben-adm
This server facilitates structured problem-solving by breaking down complex iss…
B 76 5⁄5 ◉ ⏳ 60 82 — 61 81 95
3666
appler1009
Meta MCP Search ⚡ Claim
Provides a semantic search interface that enables discovery and routing across …
B 76 5⁄5 ◉ ⏳ 94 62 — 30 81 100
3667
thebusted
Enables secure MySQL database operations through natural language with built-in…
B 76 5⁄5 ◉ ⏳ 84 61 — 54 81 97
3668
mxn2020
Enables AI agents to fully control the Forge Engine (Godot fork) by manipulatin…
B 76 5⁄4 ◉ ⏳ 84 60 N/A 53 84 94
3669 B 76 5⁄4 ◉ ⏳ 74 70 N/A 31 95 99
3670
SayreBlades
MCP Web Tools ⚡ Claim
Provides local web search and content fetching capabilities for AI assistants, …
B 76 5⁄4 ◉ ⏳ 94 56 N/A 24 95 97
3671
Vasanthadithya-mundrathi
Provides access to 20+ Kali Linux penetration testing tools through isolated Do…
B 76 5⁄5 ◉ ⏳ 94 100 N/A 26 95 41
3672
WaltXin
Provides tools to fetch and analyze credit card data with filtering options for…
B 76 6⁄6 ◉ ⏳ 72 86 96 30 81 79
3673
rwapipe
Connects AI agents to Real World Asset (RWA) data, enabling queries about token…
B 76 5⁄5 ◉ ⏳ 94 91 — 29 82 66
3674
SolonaBot
Gmail MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to search, read, and…
B 76 5⁄5 ◉ ⏳ 77 77 — 52 80 89
3675
BACH-AI-Tools
Provides tools to search and retrieve news across various categories including …
B 76 5⁄5 ◉ ⏳ 56 100 — 45 78 95
3676
bitflux-ai
BitFlux MCP Server ⚡ Claim
Enables users to analyze data from BitFlux-enabled AWS EC2 instances and AWS pr…
B 76 5⁄5 ◉ ⏳ 84 60 — 55 80 97
3677
gptcompany
A goal-agnostic parallel orchestration framework that enables sophisticated mul…
B 76 5⁄5 ◉ ⏳ 96 100 — 50 80 39
3678
dkmaker
A TypeScript-based MCP server that enables interaction with Azure Table Storage…
B 76 5⁄5 ◉ ⏳ 90 100 — 49 81 46
3679
xiaolaa2
ableton-copilot-mcp ⚡ Claim 2
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
B 76 5⁄5 ◉ ⏳ 61 82 N/A 77 87 75
3680
ideook
Revit MCP Server ⚡ Claim
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
B 76 5⁄5 ◉ ⏳ 66 100 N/A 38 95 70
3681
CleverMobi
Enables interaction with Glitchtip error tracking platform through natural lang…
B 76 5⁄5 ◉ ⏳ 86 61 — 45 81 99
3682
mcp-open-data-hk
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
B 76 5⁄5 ◉ ⏳ 70 74 — 61 81 91
3683
BearThreat
Imagen ⚡ Claim
Image generation
B 76 5⁄4 ◉ ⏳ 90 68 — 27 90 90
3684
nvasilevv
Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.
B 76 6⁄6 ◉ ⏳ 78 79 86 41 81 83
3685
IAMSamuelRodda
Todoist MCP Server ⚡ Claim
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
B 76 5⁄5 ◉ ⏳ 82 75 — 27 82 100
3686
madorn
Bond MCP Server ⚡ Claim
Enables AI assistants to control Bond Bridge smart home devices including ceili…
B 76 5⁄4 ◉ ⏳ 72 71 N/A 37 95 97
3687
PeakBI
VSCode Debug MCP ⚡ Claim 1
An MCP server and VS Code extension that enables AI clients to interactively de…
B 76 5⁄4 ◉ ⏳ 75 61 N/A 60 95 89
3688
pkolawa
Enables querying the Polish National Court Register (KRS) to retrieve current a…
B 76 5⁄4 ◉ ⏳ 74 62 — 53 95 92
3689
qpd-v
mcp-image-downloader ⚡ Claim 2
Enables AI assistants to download images from URLs and perform basic image opti…
B 76 5⁄4 ◉ ⏳ 78 65 N/A 37 91 100
3690
conorbronsdon
substack-mcp ⚡ Claim 1
MCP server for Substack — read posts, manage drafts, publish Notes, get comment…
B 76 5⁄5 ◉ ⏳ 61 71 — 72 80 100
3691
fl0w1nd
Grok Image MCP ⚡ Claim
MCP server for generating and editing images using xAI's Grok image model, supp…
B 76 5⁄4 ◉ ⏳ 68 75 — 56 88 90
3692
InDate
cdp-tools-mcp ⚡ Claim 1
Enables AI agents to debug code and automate browsers using Chrome DevTools Pro…
B 75 5⁄4 ◉ ⏳ 100 25 N/A 65 95 88
3693
aali-1
Twitter MCP Server ⚡ Claim
Model Context Protocol server that enables programmatic interaction with Twitte…
B 75 5⁄5 ◉ ⏳ 94 52 — 41 81 100
3694
domdomegg
Starling Bank ⚡ Claim 1
Allow AI systems to view and control your Starling Bank account via MCP.
B 75 5⁄4 ◉ ⏳ 78 65 N/A 75 60 99
3695
CartographAI
Generates and queries a graph representation of a codebase to identify entities…
B 75 5⁄4 ◉ ⏳ 86 56 N/A 43 87 94
3696
EmreKb
Enables AI assistants to perform real-time domain name availability checks and …
B 75 5⁄5 ◉ ⏳ 96 65 — 21 81 94
3697
suttonwilliamd
tpc-server Claim
tpc-server
B 75 5⁄5 ◉ ⏳ 92 56 — 36 81 99
3698
miyamamoto
JVLink MCP Server ⚡ Claim 1
Enables natural language queries and analysis of Japanese horse racing data fro…
B 75 5⁄5 ◉ ⏳ 78 82 — 59 82 68
3699
youssef7788
Enables interaction with Azure AI Foundry services through a unified interface …
B 75 5⁄5 ◉ ⏳ 90 82 — 55 81 58
3700
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 5⁄4 ◉ ⏳ 66 51 N/A 79 95 91
Showing 3651–3700 of 69007 servers
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