MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5651
lattmamb
mcp-use Claim
B 73 55 90 40 N/A 57 80 93
5652
arjunkmrm
A server that allows AI assistants to perform web searches using Perplexity's s…
B 73 55 84 68 21 80 100
5653
AdityaRapid
Enables AI assistants to interact with Strapi CMS instances through REST API op…
B 73 55 84 57 47 81 91
5654
nfodor
Enables browser automation and web testing on ARM64 devices like Raspberry Pi u…
B 73 55 90 58 35 74 100
5655
Taki-Ta
Time MCP Server Claim 1
Enables LLMs to retrieve current time information for specific IANA timezones o…
B 73 55 90 57 24 83 100
5656
htakeda777
Enables text-to-image generation using the fal.ai GPT image-1 API. It provides …
B 73 55 80 70 21 81 100
5657
johnnyoshika
MCP SQLite Server Claim
A Node.js implementation of the Model Context Protocol server using SQLite, pro…
B 73 54 54 57 N/A 72 87 100
5658
Darkstar326
LudusMCP Claim 1
An MCP server that enables management and deployment of Ludus lab environments …
B 73 54 81 45 N/A 50 95 92
5659
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5660
cluic
wxauto MCP Server Claim
Provides WeChat automation capabilities for AI development tools via the Model …
B 73 54 78 43 N/A 64 95 87
5661
NextGenSoftwareUK
This server integrates the OASIS, OpenSERV, and STAR platforms to provide tools…
B 73 55 78 71 30 82 93
5662
JuanCF
scrcpy-mcp Claim 3
MCP server for Android device control via ADB and scrcpy
B 73 55 69 100 N/A 65 76 49
5663
lamdanghoang
Beep MCP Server Claim
Enables AI assistants to interact with the Beep platform to manage bounties, as…
B 73 55 78 72 27 81 97
5664
lutic1
Enables Claude Desktop to generate text and analyze images using Google's Gemin…
B 73 55 78 56 42 81 100
5665
Nareshtt
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
B 73 54 78 61 N/A 25 90 98
5666
GustavoGomezPG
Basecoat UI MCP Claim 1
Provides access to 77 pre-built, accessible Basecoat CSS UI components across f…
B 73 55 86 100 29 81 48
5667
boyleryan
Limitless MCP Server Claim 1
An MCP server that connects Limitless Pendant wearable data to AI tools like Cl…
B 73 55 67 77 30 82 100
5668
SolonaBot
Fetch MCP Server Claim 1
Enables fetching and converting web content into various formats including HTML…
B 73 55 86 58 27 82 100
5669
PV-Bhat
Professional Gemini API integration for Claude and MCP-compatible hosts with in…
B 73 55 100 43 47 81 86
5670
navisbio
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
B 73 55 60 60 67 81 99
5671
agent5ive
Enables MCP-compatible clients to interact with deployed Agent5ive agents as to…
B 73 55 80 100 47 81 42
5672
openpharma-org
Enables comprehensive access to SEC EDGAR filings, allowing users to search com…
B 73 55 96 83 47 81 43
5673
jmceleney
Enables AI assistants to interact with GoCardless payment data, providing tools…
B 73 55 86 100 39 81 42
5674
kmexnx
Invoice MCP Server Claim
Enables the generation of professional PDF invoices and their distribution via …
B 73 55 90 100 39 81 35
5675
aldrin-labs
The Metaplex MCP Server facilitates access to Metaplex documentation and reposi…
B 73 54 78 53 N/A 38 95 92
5676
sadiuysal
🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web …
B 73 54 78 60 N/A 48 90 85
5677
DealExpress
mcp-server Claim 1
MCP Server for DealX platform
B 73 55 77 61 51 80 91
5678
NigelThorne
Enables querying and management of live Firebase projects, providing access to …
B 73 55 78 67 30 80 100
5679
abhishek2432001
deeprepo Claim
Productivity-boosting RAG engine for codebases with multi-provider AI support a…
B 73 54 72 41 N/A 61 95 96
5680
dfkai
XTQuantAI Claim 1
An MCP server that integrates the XTQuant quantitative trading platform with AI…
B 73 54 71 68 N/A 42 95 82
5681
PhiFever
爱发电爬虫(afdian.com)
B 73 54 42 68 N/A 74 95 92
5682
elchika-inc
Enables AI assistants to fetch comprehensive information about vcpkg C++ packag…
B 73 55 90 62 26 80 92
5683
Slaycaster
Extracts and analyzes key frames from Loom videos or local video files for debu…
B 73 55 60 82 N/A 29 95 91
5684
topskychen
tilde Claim 1
Your AI agents' home directory — privacy-first MCP server for portable AI ident…
B 73 54 78 57 N/A 35 90 97
5685
m2ai-mcp-servers
mcp-philips-hue Claim 2
MCP server for Philips Hue smart lighting control
B 73 54 75 68 N/A 31 84 98
5686
stephenpeters
Conclave MCP Claim
Provides access to multiple frontier LLM models (GPT, Claude, Gemini, Grok, Dee…
B 73 55 66 82 42 81 87
5687
vidhupv
An MCP server that allows Claude to create, manage and publish X/Twitter posts …
B 73 54 63 66 N/A 45 90 100
5688
katlis
Analyzes webpage screenshots to extract precise layout information by locating …
B 73 55 78 91 N/A 40 95 44
5689
fredriksknese
mcp-openmediavault Claim
Enables AI assistants to monitor and manage OpenMediaVault NAS systems by provi…
B 73 55 76 66 38 80 100
5690
VIKAS9793
AndroJack MCP Claim
Android engineering MCP server with verified documentation grounding and AI val…
B 73 55 84 42 N/A 56 82 99
5691
djodjonx
Enables security scanning for npm dependencies by checking manifest and lockfil…
B 73 55 66 58 67 82 93
5692
jomon003
A comprehensive MCP server that provides powerful web automation tools using Pl…
B 73 55 86 53 43 81 92
5693
des137
QML-MCP Claim 1
Enables quantum machine learning operations using Qiskit, including executing q…
B 73 55 92 53 43 82 85
5694
andreycretsu
Enables Cursor AI to communicate with Figma for reading designs and modifying t…
B 73 55 78 65 36 81 97
5695
zv-louis
Mcp7zOp Claim
A local MCP server that provides tools for working with 7-Zip archives, enablin…
B 73 54 66 61 N/A 45 95 93
5696
ttpears
GitLab MCP Server Claim 1
Enable powerful LLM-driven exploration and analysis of GitLab instances with co…
B 73 55 84 82 N/A 67 81 44
5697
GabrielGomesBarbosa
Enables AI assistants to interact with Monday.com workspaces, allowing retrieva…
B 73 55 80 71 24 81 96
5698
shck-dev
notion-mcp Claim
Notion MCP server — search, export, and import pages as markdown
B 73 54 90 40 N/A 47 81 99
5699
nextlevelbuilder
Enables AI assistants to manage GoClaw AI gateway infrastructure through a comp…
B 73 55 72 67 37 80 100
5700
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
Showing 5651–5700 of 30006 servers
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