MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5901
smogili1
Loop MCP Server Claim 1
Enables LLMs to process arrays item-by-item or in batches with a specific task,…
B 72 54 78 55 N/A 29 94 96
5902
sanzco
Exposes Kubernetes cluster state with specialized telecom awareness of 5G Core …
B 72 55 86 65 25 80 91
5903
mastrophot
near-wallet-manager Claim 1
MCP server for NEAR wallet creation, balance checks, and transaction signing.
B 72 54 63 61 N/A 58 87 89
5904
dumko2001
Enables AI agents to search for cabs, view prices, and book rides through the o…
B 72 55 78 66 24 81 100
5905
smhnkmr
A server that provides real-time cryptocurrency data through the Model Context …
B 72 55 72 62 37 81 100
5906
prem2230
Notes MCP Server Claim
A simple server for saving, listing, and searching notes persisted to a local J…
B 72 44 54 N/A N/A 35 95 100
5907
markswendsen-code
Allows users to search for products, access detailed nutritional and allergen i…
B 72 55 90 52 30 80 99
5908
wllcnm
DingDing MCP Claim 1
A Model Control Protocol server that provides access to DingDing (Chinese workp…
B 72 55 72 68 29 80 100
5909
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
5910
e2b-dev
mcp-server Claim
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
B 72 54 70 38 N/A 72 100 82
5911
hmatt1
mcp4mcp Claim
A Meta MCP Server that provides persistent memory and intelligent guidance for …
B 72 55 80 55 50 74 95
5912
bzsasson
A lightweight Claude MCP gateway that dynamically loads tools only when needed,…
B 72 54 78 37 N/A 48 95 98
5913
gurkanfikretgunak
Enables LLMs to interact with a CRM system through natural language to manage e…
B 72 55 84 66 21 81 96
5914
IAcademico
Weather MCP Server Claim
Enables real-time weather information retrieval and local search history manage…
B 72 54 74 58 N/A 24 95 96
5915
jphyqr
Enables AI assistants to register prompts for security verification, checking f…
B 72 55 90 60 27 80 92
5916
liorfranko
mcp-chain-of-thought Claim 1
mcp-chain-of-thought
B 72 55 88 75 54 81 54
5917
anis-marrouchi
A Model Context Protocol server that converts diverse file types, including PDF…
B 72 55 63 70 45 81 96
5918
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
5919
renepajta
m365-copilot-mcp Claim
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
B 72 55 72 67 47 82 89
5920
st3v
Provides comprehensive running performance calculations including VDOT, trainin…
B 72 55 84 41 46 84 100
5921
bnookala
MCP Emotional Support Claim 1
Provides a therapeutic interface for LLMs to receive emotional validation and p…
B 72 55 86 53 39 80 92
5922
willem4130
UI/UX MCP Server Claim
Enables comprehensive UI/UX development workflows through integrated tools for …
B 72 55 100 82 N/A 23 95 35
5923
AllAboutAI-YT
MCPGame Claim
A multiplayer first-person 3D virtual house environment with interactive elemen…
B 72 55 84 62 19 81 100
5924
dhkim0124
Anki MCP Server Claim 1
A Model Context Protocol server that bridges Claude AI with Anki flashcard app,…
B 72 54 73 45 N/A 51 89 99
5925
mordechaipotash
brain-mcp Claim 1
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
B 72 54 84 20 N/A 76 92 93
5926
0GiS0
Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖
B 72 54 72 62 N/A 28 89 100
5927
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 55 72 72 32 77 97
5928
lumalabs
Luma API MCP Claim
Enables image and video generation using Luma's API, supporting multiple models…
B 72 55 80 60 42 80 90
5929
Shawnzheng011019
An MCP server designed to assist with generating, converting, and translating M…
B 72 55 79 52 52 80 91
5930
Cumulocity-IoT
Enables interaction with Cumulocity IoT platform for device management, measure…
B 72 55 72 63 55 80 89
5931
newerton
Status Invest MCP Server
B 72 55 66 57 69 82 87
5932
hrz8
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
B 72 55 72 72 29 81 94
5933
t4nm4ymittal
Provides access to Google Sheets, Gmail, and Google Calendar through 13 tools t…
B 72 54 84 48 N/A 22 95 98
5934
dragonjump
With this you can you can easily manage and query your list of knowledge base(w…
B 72 54 72 68 N/A 36 89 88
5935
aindreyway
mcp-codex-keeper Claim 1
Serves as a guardian of development knowledge, providing AI assistants with cur…
B 72 55 94 41 45 82 91
5936
jazib
homebase Claim
School district lookup, PA EIT tax rates, and mortgage affordability calculator
B 72 44 54 N/A N/A 37 95 98
5937
bitnovo
MCP Bitnovo Pay Claim
Enables AI agents to create cryptocurrency payments, check payment status, gene…
B 72 55 78 46 71 81 87
5938
codewithpassion
A remote Model Context Protocol server template for Cloudflare Workers with bui…
B 72 55 72 73 29 80 97
5939
SAIPRANAY-GANGULA
Provides comprehensive access to Angular documentation with 84 topics across 15…
B 72 55 78 58 38 81 97
5940
cliffhall
Puzzlebox Claim 1
An MCP server that enables coordination of agents through shared finite state m…
B 72 55 63 58 63 82 98
5941
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 55 84 51 37 81 100
5942
pigmej
HomeyPro MCP Server Claim 1
A Model Context Protocol server that enables interaction with HomeyPro home aut…
B 72 55 79 63 27 81 99
5943
arslanmanzoorr
A production-ready reasoning engine that integrates Claude AI with specialized …
B 72 55 84 62 24 78 97
5944
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
5945
tanob
A Model Context Protocol server that provides desktop automation capabilities u…
B 72 54 51 56 N/A 66 95 97
5946
MayssenBHA
Provides tools for fetching real-time news and performing AI-powered sentiment …
B 72 55 90 60 21 81 93
5947
withinfocus
statbotics Claim
Provides access to the Statbotics API for FIRST Robotics Competition statistica…
B 72 55 69 100 61 81 43
5948
yuki-yano
macOS Notify MCP Claim 2
An MCP server that enables AI assistants like Claude to send native macOS notif…
B 72 54 69 58 N/A 34 95 97
5949
paragdesai1
Implements a Model Context Protocol integration between Cursor AI and Figma, al…
B 72 55 78 56 40 81 98
5950
jacob-dietle
n8n MCP Server Claim 2
A Model Context Protocol server that allows AI agents to interact with n8n work…
B 72 55 63 73 43 78 99
Showing 5901–5950 of 67197 servers
« Prev 1 117 118 119 120 121 1344 Next »