MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15051
Ninoambaraa
Analytics MCP Claim 1
Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQu…
F 30 55 56 68 24 78 94
15052
LokiMCPUniverse
salesforce-mcp-server Claim 1 3
MCP server for Salesforce API integration - Complete CRM integration for GenAI …
F 30 54 75 68 N/A 34 87 92
15053
DavidNielsen1031
Refine messy backlog items into structured, actionable work items with titles, …
F 30 55 84 71 N/A 56 80 88
15054
hueori95
This MCP server provides a tool to generate manual test cases in Markdown or CS…
F 30 55 74 65 32 80 91
15055
mitsuhiko
A code-first MCP server that provides a single tool to execute JavaScript or Ty…
F 30 54 84 72 N/A 36 84 90
15056
yashshingvi
A server that connects to the Databricks Genie API, allowing LLMs to ask natura…
F 30 55 48 38 38 76 100
15057
figstra
RecodeQR Claim 1
Generate and scan QR codes easily
F 30 54 62 30 N/A 42 90 100
15058
tanevanwifferen
A TypeScript-based server that allows calling other MCP clients from your own M…
F 30 55 96 51 40 71 92
15059
p-funk
FEGIS Claim 1 2
FEGIS is a Model Context Protocol server that gives LLMs structured, persistent…
F 30 55 94 60 44 80 85
15060
wenb1n-dev
mysql_mcp_server_pro Claim 1
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also inclu…
F 30 54 90 45 N/A 68 87 83
15061
wolkwork
KNMI Weather MCP Claim 1 2
A FastMCP server that provides real-time weather data from KNMI weather station…
F 30 55 72 71 54 80 99
15062
alexbakers
mcp-ipfs Claim 1
upload and manipulation of IPFS storage
F 30 55 60 71 52 77 81
15063
CortexGuardAI
Enables integration with Cortex Context services through the Model Context Prot…
F 30 55 94 71 51 76 93
15064
portel-dev
ncp Claim 1
N-to-1 MCP Orchestration. Unified gateway for multiple MCP servers with intelli…
F 30 54 96 38 N/A 82 87 90
15065
sachinparyani
Enables AI assistants to search products, manage shopping carts, place orders, …
F 30 54 68 65 N/A 45 90 95
15066
anton-proto
MCP Imagen Server Claim 1
Enables text-to-image generation, style transfer, background removal, and autom…
F 30 55 96 61 35 80 89
15067
andreasHornqvist
A template for creating and connecting custom tools to Cursor IDE using Model C…
F 30 55 78 91 45 76 52
15068
anoochit
UIKit MCP Server Claim 1 2
A Model Context Protocol server that provides Flutter UI templates for developm…
F 30 54 47 27 N/A 47 90 100
15069
omer-ayhan
A Model Context Protocol server that transforms text into structured JSON data …
F 30 54 69 57 N/A 42 90 85
15070
wolfe-jam
faf-mcp Claim 1
Dedicated IDE Edition IANA-registered .faf format for persistent AI project co…
F 30 66 84 62 0 88 80 99
15071
gmo-internet
conoha_vps_mcp Claim 1 2
ConoHa VPS MCP server
F 30 54 74 67 N/A 83 87 81
15072
alexanderop
mcp-server-starter-ts Claim 1 2
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
F 30 55 72 100 N/A 48 90 45
15073
zoharbabin
Kaltura MCP Server Claim 1 2
An implementation of the Model Context Protocol that provides AI models with st…
F 30 55 96 91 54 76 83
15074
capecoma
WinTerm MCP Claim 1 4
A Model Context Protocol server that provides programmatic access to the Window…
F 30 55 63 83 N/A 34 80 36
15075
geosp
MCP MixSearch Claim 1
Enables advanced web search across multiple search engines (Brave, DuckDuckGo, …
F 30 55 66 71 47 80 92
15076
drahmad89
Amazon MCP Server Claim 1
Enables interaction with Amazon services through AI assistants, allowing users …
F 30 55 54 61 48 78 100
15077
EugenEistrach
An MCP server that enables AI agents to send notifications and request user inp…
F 30 55 57 68 42 78 91
15078
manascb1344
A Model Context Protocol server that enables high-quality image generation usin…
F 30 55 75 68 44 76 99
15079
kennethreitz
MCP-AppleMusic Claim 1
Facilitates controlling Apple Music on macOS via AppleScript through MCP comman…
F 30 54 66 20 N/A 54 84 99
15080
r-huijts
rijksmuseum-mcp Claim 1 3
Rijksmuseum API integration for artwork search, details, and collections
F 30 55 96 73 40 82 93
15081
NvkAnirudh
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
F 30 55 78 72 37 80 94
15082
honeyvig
AI Vision MCP Server Claim 1 2
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
F 30 55 84 61 48 80 91
15083
hardik-id
A Model Context Protocol server for querying and analyzing Azure resources at s…
F 30 55 61 73 46 80 91
15084
iridite
Bing Search (Free) Claim 1
Free Bing search MCP server - No API key required
F 30 54 88 41 N/A 50 90 81
15085
mzxrai
mcp-openai Claim 1 3
Chat with OpenAI's smartest models
F 30 55 86 57 63 80 96
15086
blurrah
mcp-graphql Claim 1
Allows the AI to query GraphQL servers
F 30 55 68 61 74 80 96
15087
liaosiqian
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
F 30 54 54 56 N/A 36 90 91
15088
spolspol
Enables intelligent management of Google Cloud Platform infrastructure using Te…
F 30 55 48 47 68 80 93
15089
tufantunc
ssh-mcp Claim 1
MCP server exposing SSH control for Linux and Windows servers via Model Context…
F 30 54 72 71 N/A 85 87 100
15090
DrDroidLab
Signoz MCP Server Claim 1 2
An MCP server that enables AI assistants to interact with Signoz observability …
F 30 55 79 61 50 77 93
15091
Chimera-Protocol
csl-core Claim 1
Deterministic AI safety policy engine with Z3 formal verification. Write, verif…
F 30 54 72 37 N/A 72 82 93
15092
ssdeanx
Enables running arbitrary JavaScript code in isolated Docker containers with on…
F 30 54 100 71 N/A 29 88 91
15093
steipete
A server that allows LLMs to run Claude Code with all permissions bypassed auto…
F 30 55 90 100 N/A 85 90 62
15094
sentien-labs
verdictswarm-mcp Claim 1
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
F 30 66 72 43 0 73 82 88
15095
AkM-2018
Fetch MCP Server Claim 1
Enables LLMs to fetch and process web content by converting HTML into markdown …
F 30 55 72 100 39 80 58
15096
hello3590-gif
A boilerplate project for quickly developing Model Context Protocol servers usi…
F 30 54 66 72 N/A 34 90 57
15097
keiver
Full-resolution vision for LLMs. Tiles large images and captures web pages via …
F 30 54 90 58 N/A 84 88 81
15098
PoliTwit1984
Provides AI-powered assistance for coding problems using Google's Gemini AI, co…
F 30 55 78 58 19 80 91
15099
Scrapybara
Scrapybara MCP Claim 1 2
A Model Context Protocol server that enables AI clients to interact with virtua…
F 30 55 65 68 45 78 95
15100
g1itchbot8888-del
agent-memory Claim 1 2
Three-layer memory system for agents (identity/active/archive) with semantic se…
F 30 54 72 41 N/A 50 90 94
Showing 15051–15100 of 33449 servers
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