MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11801
BjornMelin
Automates Grammarly's web interface to check AI detection and plagiarism scores…
C 62 6⁄6 ◉ ⏳ 84 62 0 50 81 93
11802
cyproxio
MCP for Security: A collection of Model Context Protocol servers for popular se…
C 62 5⁄4 ◉ ⏳ 74 0 N/A 58 95 88
11803
TakanariShimbo
Provides tools to get the current date and time in various formats (ISO, Unix t…
C 62 5⁄5 ◉ ⏳ 48 56 — 25 83 94
11804
addity3
Enables AI assistants to interact with Supabase databases through standardized …
C 62 5⁄5 ◉ ⏳ 68 30 — 43 81 86
11805
guangliangyang
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
C 62 5⁄4 ◉ ⏳ 66 33 N/A 19 95 88
11806
cemremengu
Weather MCP Server ⚡ Claim
Provides weather information tools based on the National Weather Service APIs t…
C 62 5⁄5 ◉ ⏳ 68 30 — 27 82 100
11807
VSidhArt
Enables AI assistants to interact with Intervals.icu fitness tracking and welln…
C 62 5⁄5 ◉ ⏳ 66 46 — 19 81 90
11808
mprokopov
Ledger MCP Server ⚡ Claim 2
An MCP server that allows accessing and managing ledger files through Claude by…
C 62 5⁄4 ◉ ⏳ 71 17 N/A 37 95 89
11809
Teemo4621
Enables control of Android emulators (MumuEmulator or ADB-connected devices) th…
C 62 5⁄4 ◉ ⏳ 66 33 N/A 21 90 95
11810
riza-io
riza-mcp ⚡ Claim 2
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
C 62 5⁄5 ◉ ⏳ 53 62 — 13 81 93
11811
coderleo
MCP MySQL Server ⚡ Claim
Enables secure read-only access to MySQL databases through SELECT queries via H…
C 62 5⁄5 ◉ ⏳ 72 33 — 28 81 87
11812
nathanonn
MCP URL Fetcher Claim 1
A Model Context Protocol server that enables LLMs to fetch and process web cont…
C 62 5⁄5 ◉ ⏳ 45 62 — 21 80 97
11813
kesslerio
Streamline your Attio workflows using natural language to search, create, updat…
C 62 6⁄6 ◉ ⏳ 90 51 0 74 69 93
11814
tkellogg
Postal MCP Server ⚡ Claim
A SQLite-backed message queue system that enables multiple AI agents to communi…
C 62 5⁄5 ◉ ⏳ 54 40 — 41 81 97
11815
khalilbalaree
CryptoSignal-MCP ⚡ Claim
AI-Powered Cryptocurrency Direction Prediction & Market Signal Analysis
C 62 5⁄5 ◉ ⏳ 66 33 — 37 81 91
11816
jhlia0
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
C 62 5⁄4 ◉ ⏳ 45 56 N/A 24 90 88
11817
SarthakS97
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, …
C 62 6⁄6 ◉ ⏳ 90 71 0 23 81 98
11818
AlexanderCohen
A simple way to deploy an authentication-free Model Context Protocol server on …
C 62 5⁄5 ◉ ⏳ 48 70 — 21 81 82
11819
jackdlogan
axie-mcp ⚡ Claim 1
Provides comprehensive access to Axie Infinity data, including detailed Axie st…
C 62 5⁄5 ◉ ⏳ 78 0 — 51 83 98
11820
highthon-16
An ADT-based calendar management system that enables users to create, update, a…
C 62 5⁄4 ◉ ⏳ 54 58 N/A 23 95 73
11821
kukapay
crypto-sentiment-mcp ⚡ Claim 1
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
C 62 5⁄5 ◉ ⏳ 45 41 — 43 82 100
11822
Cam10001110101
A Model Context Protocol server that enables creating, modifying, and validatin…
C 62 5⁄5 ◉ ⏳ 63 31 — 41 80 93
11823
Here-and-Tomorrow-LLC
A server that allows Claude to control audio playback on your computer, support…
C 62 5⁄4 ◉ ⏳ 48 36 N/A 37 90 100
11824
deploya-labs
Email sending MCP ⚡ Claim 2
An MCP server that allows Claude Desktop or Cursor to send emails directly usin…
C 62 5⁄5 ◉ ⏳ 47 66 — 21 78 93
11825
michaelmoser8875
MCP Server Claim
A minimal Python-based server that provides real-time weather data and a safe m…
C 62 5⁄5 ◉ ⏳ 54 35 — 43 82 100
11826
mitchhankins01
oura-ring-mcp ⚡ Claim
Connects your Oura Ring to AI assistants like Claude, providing human-readable …
C 62 6⁄4 ◉ ⏳ 90 67 0 40 75 94
11827
lcfranca
Frankfurter Forex MCP ⚡ Claim 1
An MCP server that provides currency rates, conversions, and historical exchang…
C 62 5⁄5 ◉ ⏳ 33 67 — 38 82 92
11828
fengyucn
Provides comprehensive weather data including forecasts, air quality, weather a…
C 62 5⁄5 ◉ ⏳ 48 48 — 64 81 75
11829
falahgs
Enables AI image generation from text prompts using Pollinations AI. Supports m…
C 62 5⁄5 ◉ ⏳ 60 53 — 39 80 74
11830
jcdumlao14
Enables web page scraping via Jina reader API and searching FastMCP documentati…
C 62 5⁄5 ◉ ⏳ 50 50 — 27 81 100
11831
Highpolar-Softwares
A Django app that implements Firebase Model Context Protocol server, enabling A…
C 62 5⁄5 ◉ ⏳ 66 36 — 18 81 99
11832
frocher
Luskad MCP ⚡ Claim
Provides access to coding rules, standards, and project documentation from Lusk…
C 62 6⁄6 ◉ ⏳ 80 66 0 47 80 100
11833
showtimez
A Cloudflare Workers-based remote Model Context Protocol server that operates w…
C 62 5⁄5 ◉ ⏳ 48 66 — 26 84 82
11834
ToolOracle
CarbonOracle Claim
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbo…
C 62 5⁄5 ◉ ⏳ 84 0 — 40 82 100
11835
self-tech-labs
Provides access to Swiss legal commentaries through Model Context Protocol, all…
C 62 5⁄5 ◉ ⏳ 84 61 — 25 82 43
11836
sourangshupal
MCP-RAG Server ⚡ Claim
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
C 62 5⁄5 ◉ ⏳ 48 57 — 26 81 93
11837
rsimd
DuckDuckGo MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI applications like Claude Deskto…
C 62 5⁄5 ◉ ⏳ 69 62 — 23 82 63
11838
helloHupc
Pixabay MCP Server ⚡ Claim
Enables AI assistants to search for and retrieve images, illustrations, and vid…
C 62 5⁄5 ◉ ⏳ 54 37 — 45 82 91
11839
hannesj
Exposes Ant Design component documentation to Large Language Models, allowing L…
C 62 5⁄5 ◉ ⏳ 60 41 — 24 81 98
11840
Preston-Harrison
Enables secure filesystem operations with directory sandboxing and optional rea…
C 62 5⁄4 ◉ ⏳ 60 32 N/A 23 95 93
11841
TodiwalaVentures
phantom-voices-mcp ⚡ Claim
PHANTOM VOICES MCP Server — Search, browse, and get platform-ready voice config…
C 62 6⁄4 ◉ ⏳ 84 57 0 39 95 94
11842
Tar-ive
Analyzes recent Bluesky posts about stocks and provides sentiment analysis usin…
C 62 5⁄5 ◉ ⏳ 52 60 — 28 81 85
11843
ibm-pedro-tabofunda
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 62 5⁄5 ◉ ⏳ 48 67 — 27 81 83
11844
scottglshields
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
C 62 5⁄5 ◉ ⏳ 48 70 — 21 81 82
11845
zym9863
A Model Context Protocol server that enables searching for images on Pixabay wi…
C 62 6⁄6 ◉ ⏳ 79 61 0 54 81 100
11846
amitdeshmukh
A Model Context Protocol server that captures and manages stdout logs through n…
C 62 5⁄5 ◉ ⏳ 51 100 N/A 17 87 40
11847
0GiS0
Demonstrates how to implement sampling in MCP servers, allowing tools to reques…
C 62 5⁄4 ◉ ⏳ 60 27 N/A 30 95 94
11848
pylegifrance
A server implementing the Model Context Protocol to allow direct access to Fren…
C 62 6⁄6 ◉ ⏳ 86 68 0 46 81 89
11849
nilay320
Enables web search capabilities through the Tavily API. Allows users to search …
C 62 5⁄5 ◉ ⏳ 54 53 — 23 81 93
11850
JHSeo-git
My First MCP ⚡ Claim
Create and manage your own Model Context Protocol server effortlessly. Integrat…
C 62 5⁄4 ◉ ⏳ 50 52 N/A 42 95 71
Showing 11801–11850 of 69111 servers
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