MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8651
kevinbin
A Model Context Protocol server that enables AI models to interact with MySQL d…
C 68 55 69 61 23 80 95
8652
simplicianokelly52
comet-mcp Claim 2
An MCP server that connects Claude to Perplexity Comet for agentic web browsing…
C 68 55 63 56 N/A 51 80 91
8653
cheungxin
JianDaoYun MCP Server Claim 1
A Model Context Protocol server for JianDaoYun form data management, supporting…
C 68 55 65 100 N/A 20 95 44
8654
AgriciDaniel
WordPress MCP Ultimate — Full MCP server with 58 WordPress abilities. Connect W…
C 68 54 84 0 N/A 76 91 95
8655
samgwd
DiSH MCP Server Claim
Enables interaction with the DiSH room booking platform to search availability,…
C 68 54 76 43 N/A 29 92 90
8656
NOVA-3951
Enables searching for company logos by brand name and retrieving customizable l…
C 68 55 60 68 26 81 100
8657
plasmate-labs
plasmate Claim
Browser engine for AI agents. HTML in, Semantic Object Model out. 16x fewer tok…
C 68 55 90 0 N/A 77 80 99
8658
Nam088
mcp-database-server Claim 1
A modular MCP server that enables interaction with multiple database types incl…
C 68 55 78 100 24 74 42
8659
pinkpixel-dev
notification-mcp Claim 1
A Model Context Protocol server that allows AI agents to play a notification so…
C 68 55 63 100 N/A 32 95 35
8660
jasnonaz
A Model Context Protocol for creating detailed fictional worlds with Claude, fe…
C 68 55 78 91 30 80 42
8661
raintear94
High-performance code understanding toolkit that enables batch reading of multi…
C 68 55 62 82 N/A 50 95 44
8662
libra850
Manage and enhance your Obsidian vault by creating, reading, updating notes usi…
C 68 55 72 100 N/A 45 95 14
8663
JangHyuckYun
An MCP server for intelligent YouTube video analysis that provides token-optimi…
C 68 55 73 31 64 78 99
8664
realwigu
mcp-doctor Claim
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
C 68 55 72 25 N/A 72 80 100
8665
feevlic
vHal MCP Server Claim
Enables Android Automotive developers to explore and implement Vehicle Hardware…
C 68 55 90 26 44 82 91
8666
jaksm
Enables AI-powered semantic search through Expo SDK documentation across multip…
C 68 66 100 77 0 52 82 96
8667
AdirD
Hilanet MCP Claim
A satirical MCP server providing HR-related tools that simulate actions in a co…
C 68 54 74 58 N/A 20 90 87
8668
nicholmikey
An MCP server that provides tools for interacting with Chrome through its DevTo…
C 68 55 57 62 43 81 97
8669
Sjotie
Notion MCP Server Claim 1
A Model Context Protocol server that connects Claude and other AI assistants to…
C 68 55 71 100 25 81 48
8670
NimbleBrainInc
Bash MCP Server Claim 1
An MCP server that enables the execution of arbitrary bash commands and returns…
C 68 55 59 58 63 69 94
8671
mundume
A TypeScript-based MCP server built on the Gmail API that implements a simple n…
C 68 55 66 71 24 78 93
8672
kukapay
crypto-funds-mcp Claim
Providing AI agents with structured, real-time data on cryptocurrency investmen…
C 68 55 72 41 43 82 98
8673
keroger2k
Enables fetching content from any URL with support for different HTTP methods, …
C 68 55 78 53 24 81 94
8674
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
8675
singularitybridge
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
C 68 55 60 68 50 81 79
8676
jayluxferro
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulne…
C 68 54 66 43 N/A 33 95 98
8677
tobs-code
cozo-memory Claim
Local-first memory system for AI agents with hybrid search and graph reasoning
C 68 54 84 40 N/A 56 95 58
8678
idsts2670
Alpaca MCP Server Claim
Enables natural language trading operations through AI assistants using Alpaca'…
C 68 55 72 42 50 78 99
8679
rahulkanagaraj786
Enables interaction with ResilientDB blockchain through smart contract operatio…
C 68 55 78 52 22 81 94
8680
ShivamPansuriya
Enables dynamic generation of tools based on user-specific permissions from an …
C 68 55 78 48 22 81 99
8681
seanivore
mcp-file-preview Claim 1
MCP server for HTML file preview and analysis - Has been weird with OS but good…
C 68 55 75 75 N/A 48 95 37
8682
ytssamuel
FHL Bible MCP Server Claim 1
Provides access to comprehensive Chinese and multilingual Bible study resources…
C 68 55 86 74 37 83 44
8683
JMRMEDEV
Enables web scraping, React app testing, and React Native web app inspection us…
C 68 55 78 82 N/A 26 95 40
8684
QianYin-Zhou
trae-swagger-mcp Claim
Enables Trae IDE to parse and query Swagger/Knife4j API documentation by conver…
C 68 54 78 72 N/A 32 82 61
8685
HaroldLeo
Integrates Google Flights data into AI workflows for natural language flight se…
C 68 55 80 43 42 81 89
8686
Cappahccino
Supabase MCP Server Claim 1
A Model Context Protocol server that enables Claude and other LLMs to perform d…
C 68 55 75 46 42 82 91
8687
quartz-labs-dev
pabal-web-mcp Claim 1
An MCP server for converting App Store Optimization (ASO) data from platforms l…
C 68 55 69 65 N/A 36 80 85
8688
TomasRodriguez2002
A project that integrates Model Control Protocol with OpenAI's API, allowing Op…
C 68 55 66 57 34 80 100
8689
spartanz51
imagegen-mcp Claim 1
MCP server for OpenAI Image Generation & Editing — text-to-image, image-to-imag…
C 68 54 57 66 N/A 28 95 88
8690
MUSE-CODE-SPACE
content-genie Claim 1
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
C 68 55 68 100 N/A 50 95 11
8691
kongyo2
Discord Webhook MCP Claim 1
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
C 68 55 51 61 73 82 78
8692
robertsapunarich
A Cloudflare Workers-based deployment that implements the Model Context Protoco…
C 68 55 72 56 26 81 95
8693
alexandrebagio
SWAPI Server Claim
Provide seamless access to Star Wars API data for your applications. Fetch, man…
C 68 54 56 57 N/A 29 92 100
8694
theYahia
robokassa-mcp Claim 2
MCP server for Robokassa payment API — generate payment URLs, check invoice sta…
C 68 44 57 N/A N/A 58 95 59
8695
dmaznest
BrowserCat MCP Server Claim 1
Provides cloud-based browser automation capabilities that allow LLMs to interac…
C 68 55 72 66 20 71 100
8696
arjunkmrm
Tic-Tac-Toe Claim
Play tic‑tac‑toe right from your chat and track turns effortlessly. Start a new…
C 68 55 66 61 N/A 26 81 99
8697
aoki-collabo
A lightweight MCP server built with Hono and Cloudflare Workers that provides a…
C 68 55 60 70 50 83 74
8698
Nicolasvegam
Boma MCP Claim 1
An MCP server designed to manage meeting room reservations on the Boma platform…
C 68 55 63 60 35 76 100
8699
bracta
Enables complete StreamSets Control Hub integration through conversational AI, …
C 68 55 94 43 21 81 88
8700
philschmid
Provides tools to search and retrieve Google Gemini API documentation with full…
C 68 54 66 33 N/A 59 92 92
Showing 8651–8700 of 30006 servers
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