MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25250
Scored
1416
Verified
16957
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6801
johnjjung
Vitally MCP Server Claim 1
An MCP server that provides access to Vitally customer data, allowing users to …
B 71 55 69 66 36 76 100
6802
zhaojw-php
Enables AI assistants to safely query MySQL databases with read-only access, fe…
B 71 55 72 60 42 81 96
6803
hamid-vakilzadeh
XBRL-US MCP Server Claim
Provides secure access to XBRL-US financial data with session-based authenticat…
B 71 55 72 71 28 81 92
6804
technophile-04
Enables chatting with PostgreSQL databases through secure GitHub OAuth authenti…
B 71 55 60 72 44 81 97
6805
Sheshiyer
Git MCP Server Claim 2
The Git MCP Server allows AI assistants to perform enhanced Git operations via …
B 71 55 84 62 14 82 95
6806
leonj1
Enables project and task management through a lightweight SQLite database, allo…
B 71 54 60 70 N/A 18 95 100
6807
nk3750
jitapi Claim
Turn any OpenAPI spec into an executable agent interface using graphs and seman…
B 71 54 96 41 N/A 29 83 93
6808
mikdeangelis
Enables comprehensive management of Facebook and Instagram advertising campaign…
B 71 55 54 76 49 81 92
6809
fovi-llc
A Model Context Protocol server that provides tools for interacting with both R…
B 71 55 57 82 39 81 90
6810
ofershap
dns Claim 1
MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, …
B 71 55 51 100 N/A 55 95 46
6811
team-tissis
NoLang MCP Server Claim
Enables MCP clients like Claude Desktop to generate AI-powered videos through t…
B 71 55 60 72 41 81 96
6812
krutikkkkkkkkk
shadcn MCP Server Claim
Enables AI assistants to discover, install, and generate code examples for shad…
B 71 55 78 52 39 81 100
6813
adeze
Raindrop.io Claim 1
MCP Server for accessing Raindrop.io bookmark manager.
B 71 55 69 43 75 81 92
6814
yanmxa
OCM MCP Server Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 54 70 68 N/A 23 95 89
6815
duolingo
slack-mcp Claim
OAuth-based multi-user Slack MCP server with HTTP transport
B 71 54 78 45 N/A 43 90 92
6816
ertugrul59
Tradingview Chart MCP
B 71 54 72 40 N/A 64 90 90
6817
anggakawa
A read-only MCP server that provides AI assistants with structured access to So…
B 71 55 80 55 30 83 100
6818
Cyreslab-AI
A Model Context Protocol (MCP) server that provides real-time flight tracking a…
B 71 55 84 100 38 80 35
6819
vivalalova
A TypeScript-based MCP server that enables users to manage text notes and gener…
B 71 54 78 55 N/A 20 90 100
6820
Oungseik
Enables AI models to load and inspect OpenAPI specifications, generate Hurl tes…
B 71 55 78 60 24 81 99
6821
vinodismyname
redshift-utils-mcp Claim
redshift-utils-mcp
B 71 55 88 33 63 81 90
6822
EmanuelJr
web3-mcp-server Claim
Enable to request information from EVM chains
B 71 55 80 58 26 81 97
6823
meefer33
A TypeScript MCP server implementation using Express.js that provides basic too…
B 71 55 78 61 27 81 98
6824
runwayml
Enables AI video and image generation through the Runway API. Supports video ge…
B 71 55 54 82 49 81 85
6825
isagasi
CodeGuard MCP Server Claim 1
Provides centralized security instructions for AI-assisted code generation by m…
B 71 55 78 50 48 82 92
6826
TimeCyber
MCP-X Claim
这是一个MCP客户端,让你轻松配置各个大模型,对接各种MCP Server而开发。This is an MCP client that allows you …
B 71 54 84 38 N/A 78 95 62
6827
korwabs
Playwright MCP Claim 2
A Model Context Protocol server that enables LLMs to interact with web pages th…
B 71 55 65 100 40 81 55
6828
jeongsukwak
mcp-server Claim
B 71 54 66 72 N/A 32 91 85
6829
Alok114
open-meteo-mcp Claim
B 71 55 100 57 N/A 45 95 45
6830
guillochon
mlb-api-mcp Claim
MCP server that acts as a proxy to the freely available MLB API, which provides…
B 71 54 88 33 N/A 45 95 89
6831
SunflowersLwtech
mcp_creator_growth Claim
Intelligent learning sidecar for AI coding assistants. Helps developers learn f…
B 71 54 60 57 N/A 60 92 85
6832
gavinHuang
PDF2MD MCP Server Claim 1
An MCP server that converts PDF files to Markdown format using AI sampling capa…
B 71 55 51 82 46 81 91
6833
marlinkcyber
Enables DNS and email security analysis through passive and active scanning cap…
B 71 55 66 82 21 81 94
6834
hyperb1iss
droidmind Claim
Control Android devices with AI through MCP, enabling device control, debugging…
B 71 54 72 36 N/A 76 92 85
6835
whataboutyou-ai
mcp-eunomia Claim 1
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
B 71 54 66 56 N/A 41 95 94
6836
enemyrr
MCP Server Pagespeed Claim 2
Enables AI models to analyze webpage performance using the Google PageSpeed Ins…
B 71 55 78 53 37 82 100
6837
ctrlswing
Drip MCP Server Claim 1
Enables interaction with Drip's email marketing platform through comprehensive …
B 71 55 72 73 23 80 93
6838
domdomegg
Shell Exec Claim
Execute bash commands with background job support.
B 71 54 74 53 N/A 57 77 92
6839
Myangsun
Enables Claude to remember information about users across conversations by stor…
B 71 54 78 55 N/A 34 87 93
6840
takeachangs
Strudel MCP Server Claim 1
Enables AI assistants to work with Strudel live coding patterns for music creat…
B 71 55 68 62 46 82 92
6841
google-gemini
gemini-cli Claim
An open-source AI agent that brings the power of Gemini directly into your term…
B 71 54 96 25 N/A 88 95 51
6842
deshabhishek007
A Model Context Protocol server that provides comprehensive domain analysis cap…
B 71 55 75 56 36 81 100
6843
YUChoe
Enables comprehensive SQLite database operations including CRUD operations, sch…
B 71 54 72 61 N/A 30 95 86
6844
chatmcp
A TypeScript-based MCP server that implements virtual try-on capabilities using…
B 71 55 86 95 40 81 35
6845
halans
A local MCP server that allows AI systems to search and retrieve information fr…
B 71 55 54 100 N/A 29 95 64
6846
liu10250510
File Search Server Claim
Enables intelligent file searching in local directories using natural language …
B 71 54 78 56 N/A 24 95 89
6847
ravinahp
Enables users to validate the existence of email addresses through a simple Fas…
B 71 55 54 82 N/A 19 95 93
6848
hugohow
mcp-audio-analysis Claim
MCP to analyse local audio file.
B 71 54 76 47 N/A 49 90 89
6849
nebius
Nebius MCP Server Claim
Enables AI agents to fetch Nebius cloud service documentation and execute Nebiu…
B 71 54 60 58 N/A 57 89 93
6850
Ray0907
arXiv MCP Server Claim
Enables searching and retrieving academic papers from arXiv with support for ad…
B 71 55 76 56 45 80 91
Showing 6801–6850 of 33379 servers
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