MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8501
Dev00355
FastMCP Claim 1
A Model Context Protocol server that bridges MCP clients with local LLM service…
C 69 54 63 61 N/A 16 95 100
8502
Sanchello69
CoinCap MCP Server Claim
Provides access to cryptocurrency market data through the CoinCap API v3, enabl…
C 69 55 84 66 24 81 76
8503
OuchiniKaeru
MCP Data Analyzer Claim
Enables loading and statistical analysis of .xlsx and .csv files with visualiza…
C 69 54 84 26 N/A 48 95 86
8504
VENTURE-AI-LABS
Real-time crypto market data for AI agents — market health scores, derivatives,…
C 69 55 60 52 54 82 98
8505
frifri
A simple educational MCP server providing basic math operations, string manipul…
C 69 54 78 42 N/A 21 95 100
8506
dachienit
A Model Context Protocol server that facilitates seamless communication between…
C 69 55 69 58 49 82 85
8507
jbroll
Provides secure access to containerized build environments for software project…
C 69 55 84 91 25 81 43
8508
T1nker-1220
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
C 69 55 63 71 26 78 99
8509
t-shiratori
Time Tools MCP Server Claim 1
A Model Context Protocol server for time manipulation tasks, enabling AI models…
C 69 54 51 55 N/A 48 94 99
8510
RFingAdam
Provides instant access to EMC emission limits, frequency allocations, restrict…
C 69 55 90 47 26 81 89
8511
Seann0824
Movies Search Tool Claim 1
An MCP server that enables users to search for movie and TV show resources acro…
C 69 55 65 61 44 81 90
8512
Takatoshi-Miura
MCP-Weather Claim
Enables retrieval of weather information for major cities across Japan using th…
C 69 55 78 53 35 81 88
8513
echoVic
A powerful Model Context Protocol server that automatically generates Mermaid d…
C 69 55 72 62 28 81 90
8514
sbarbett
Pi-hole MCP Server Claim
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
C 69 55 74 43 64 81 86
8515
Raincode-Bahrain
Connects AI assistants like Claude to Google Drive, enabling them to browse, re…
C 69 54 84 38 N/A 19 95 95
8516
ghubnerr
Notion MCP Server Claim 2
A Model Context Protocol server that provides a standardized interface for AI m…
C 69 55 63 72 39 80 86
8517
su-record
Hi-GCloud Claim
Enables interaction with Google Cloud Platform services through gcloud CLI, sup…
C 69 55 60 100 N/A 59 95 24
8518
jodur
RDW MCP Server Claim
Provides tools to query Dutch vehicle registration data through the official RD…
C 69 55 66 100 50 82 34
8519
clpublic
mcp-server-cloudbrowser
C 69 55 72 67 15 81 99
8520
Maverick-LjXuan
MCP Router Claim
A service discovery and proxy for MCP servers that enables registration, discov…
C 69 55 60 82 23 81 90
8521
grovesjosephn
Pokemon MCP Server Claim 1
An MCP server that provides standardized access to Pokemon data, allowing users…
C 69 55 75 58 23 81 96
8522
snowild
Redmine MCP Server Claim 1
A Model Context Protocol server that enables Claude Code to directly interact w…
C 69 55 57 52 68 81 90
8523
sn0w-Xue
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
C 69 54 58 50 N/A 43 95 99
8524
dylan-gluck
An MCP server that enables coding agents to execute and manage long-running she…
C 69 55 63 62 31 81 100
8525
qyd0801
cubox-mcp Claim
C 69 55 78 100 N/A 21 95 30
8526
hofill
RequestRepo MCP Claim 2
An MCP server providing complete access to the RequestRepo toolset for managing…
C 69 55 45 70 49 82 100
8527
FelipeCararo
Provides weather information for the United States through the Model Context Pr…
C 68 54 54 61 N/A 27 94 100
8528
StuMason
Enables interaction with Coolify applications and resources through the Coolify…
C 68 55 50 82 31 81 90
8529
tatn
This server provides a tool to generate unified diffs between two text strings,…
C 68 55 78 83 38 81 47
8530
sengokudaikon
Aider MCP Server Claim 2
A Model Context Protocol server that connects Claude and other MCP clients to A…
C 68 55 69 56 43 80 90
8531
philschmid
Provides tools to search and retrieve Google Gemini API documentation with full…
C 68 54 66 33 N/A 59 92 92
8532
lolbyte-code
Enables interaction with League of Legends game data through the Riot Games API…
C 68 55 72 100 23 81 45
8533
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 55 66 63 21 81 99
8534
Aiven-Open
mcp-aiven Claim
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and i…
C 68 54 62 32 N/A 51 95 100
8535
anortham
A lightweight short-term memory MCP server that automatically stores and recall…
C 68 55 94 30 38 81 87
8536
codewith1984
A Model Context Protocol compatible server that provides weather information fo…
C 68 55 66 100 N/A 22 95 37
8537
ross-jill-ws
Provides access to Alpha Vantage stock price data (OHLCV) and financial news wi…
C 68 55 78 56 25 81 91
8538
shawnnygoh
ArXiv Scout Claim
Search and retrieve academic papers directly from arXiv with advanced query cap…
C 68 55 72 41 48 83 93
8539
tarnover
MCP SysOperator Claim 1
A Model Context Protocol server enabling AI assistants to directly interact wit…
C 68 55 79 82 57 81 31
8540
j4th
MTG MCP Server Claim
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
C 68 55 72 10 87 81 100
8541
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
8542
shaunmacfullstack
Exposes Perplexity AI's search capabilities to Claude, enabling real-time web s…
C 68 55 78 42 44 82 91
8543
danilofalcao
GLM Vision Server Claim
Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports…
C 68 54 66 40 N/A 42 95 92
8544
wilforlan
Suncture Healthcare MCP provides a set of specialized healthcare tools that can…
C 68 55 60 55 50 82 95
8545
TharakaJayz
Enables AI-powered conversations about resume/CV content and email notification…
C 68 55 72 61 21 81 94
8546
nazufel
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
C 68 54 78 30 N/A 28 95 100
8547
Luorivergoddess
MCP Geometry Server Claim 1
An MCP server that enables AI models to generate precise geometric images by pr…
C 68 55 69 100 N/A 20 95 35
8548
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
8549
RaghavanSV
Exposes tmux features to AI agents for managing sessions, windows, and panes wi…
C 68 54 60 56 N/A 25 92 100
8550
MCP-100
A TypeScript-based MCP server that fetches real-time stock market data and comp…
C 68 55 80 100 20 80 39
Showing 8501–8550 of 67197 servers
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