MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7751
vitalune
Manages and analyzes personal information across email, social media, documents…
B 70 55 96 46 22 82 87
7752
cr21
RAG-MCP Claim
Simple RAG implementation from scratch using MCP, focusing on Perception, Memor…
B 70 54 66 53 N/A 44 90 94
7753
Nicolas-One
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
B 70 55 84 61 53 81 61
7754
ainblockchain
AI Network MCP Server Claim 1
Enables AI agents to interact with the AI Network blockchain by managing accoun…
B 70 55 62 82 43 81 74
7755
aaearon
Enables privileged access management for CyberArk Privilege Cloud through 53 to…
B 70 54 94 41 36 92 77
7756
1595901624
QRCode_MCP Claim 1
An MCP server that generates customizable QR codes with options for size, color…
B 70 54 51 61 N/A 46 94 100
7757
parthashirolkar
Gmail MCP Server Claim
Enables AI applications to send emails, manage drafts, and compose professional…
B 70 54 60 65 N/A 23 95 98
7758
tim-mcdonnell
Tana MCP Server Claim 1
An MCP server that connects to Tana's Input API, allowing Large Language Models…
B 70 55 57 72 56 77 89
7759
AyoubTRD
Enables AI assistants to perform code reviews by providing access to staged fil…
B 70 55 66 100 N/A 23 95 51
7760
lhstorm
An MCP server that enables intelligent search and retrieval of QuantConnect doc…
B 70 54 79 52 N/A 16 92 98
7761
tensakulabs
telegram-mcp Claim
A minimal Model Context Protocol server for interacting with Telegram bots via …
B 70 55 66 43 64 80 100
7762
kablewy
FRED MCP Server Claim 3
A Model Context Protocol server that provides tools to search and retrieve econ…
B 70 55 79 67 19 83 90
7763
rod-anami-kyndryl
Enables interaction with HashiCorp Vault for secret management operations inclu…
B 70 55 78 66 26 81 89
7764
AkM-2018
AWS CDK MCP Server Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 55 54 82 44 80 86
7765
MatthewDailey
Rime MCP Claim 1
A Model Context Protocol server that enables AI models to generate and play hig…
B 70 55 63 68 46 81 91
7766
Ejb503
A specialized Model Context Protocol (MCP) server that enables AI-powered inter…
B 70 55 92 45 28 80 93
7767
LiamCarver
A lightweight server for managing local workspaces through file operations, Git…
B 70 54 64 65 N/A 30 89 93
7768
xinthink
Reader MCP Server Claim 1
A Model Context Protocol server that connects MCP-compatible clients like Claud…
B 70 55 63 51 66 80 93
7769
m-siles
An MCP server for navigating thought processes using branches, supporting thoug…
B 70 55 71 57 50 80 87
7770
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7771
vrtornisiello
mcp-camara Claim 1
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
B 70 55 63 57 47 83 98
7772
Meloyg
MCP Weather Server Claim
Enables users to get current weather information for any city worldwide using t…
B 70 55 60 72 32 81 100
7773
AngDrew
Todoist MCP Server Claim 1
Enables interaction with Todoist through the MCP interface, providing full CRUD…
B 70 55 72 67 21 80 99
7774
ymeng98
Enables AI assistants to solve CAPTCHAs using OCR text recognition, object dete…
B 70 55 90 56 20 81 90
7775
aleck31
mcp-chrono Claim
A comprehensive time and calendar utility server that provides timezone convers…
B 70 55 60 65 50 82 93
7776
199-mcp
An enhanced server for ElevenLabs that enables high-quality text-to-speech, voi…
B 70 55 78 46 49 82 89
7777
eoinjordan
GB Studio MCP Server Claim 1
Enables creation, validation, and manipulation of Game Boy Studio projects thro…
B 70 54 88 56 N/A 55 83 61
7778
jkf87
Weather MCP Server Claim
Provides real-time weather information for major South Korean cities using the …
B 70 55 56 82 40 83 82
7779
SAK1337
Enables AI agents to query and analyze blockchain data from Dune Analytics, sup…
B 70 55 66 67 42 81 89
7780
bobbyhiddn
Sympathy-MCP Claim 2
An MCP server for managing Incus virtual machines through structured tools for …
B 70 55 51 82 N/A 27 92 91
7781
stefanoamorelli
estonia-ai-kit Claim
🇪🇪 Open-source AI SDK for Estonian government and private services. MCP servers…
B 70 64 100 66 0 75 90 91
7782
LassiterJ
MCP Server Starter Claim 1
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
B 70 55 68 100 43 81 44
7783
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
7784
anjalbhattarai79
A minimal demonstration MCP server built with FastMCP that exposes a simple gre…
B 70 66 52 86 91 26 81 73
7785
maven81g
Enables real-time trading and market data access through TradeStation's API. Su…
B 70 55 66 71 23 81 97
7786
roboulos
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
B 70 55 78 71 24 81 80
7787
7gugu
whistle-mcp Claim
Whistle MCP Server is a Whistle proxy management tool based on the Model Contex…
B 70 55 82 100 50 81 19
7788
ccdatatraits
FMP MCP Server Claim 1
An MCP server that provides tools for financial analysis using the Financial Mo…
B 70 55 81 100 26 81 43
7789
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7790
loukach
Provides AI agents with 36 specialized tools for complete vehicle dealership ma…
B 70 55 90 51 25 81 89
7791
mpnikhil
Lenny RAG MCP Server Claim 1
Provides hierarchical RAG over 299 Lenny Rachitsky podcast transcripts for prod…
B 70 55 90 45 24 83 93
7792
Scofieldkoh
Todoist MCP Claim
Enables LLMs to interact with Todoist task management platform through its API,…
B 70 55 60 61 49 81 100
7793
cbunting99
Provides comprehensive code analysis through three MCP servers: static analysis…
B 70 55 78 51 50 80 89
7794
AlexHerranr
MCP Spreadsheets Claim 1
Provides comprehensive control over Google Sheets to read, write, format, and m…
B 70 55 84 55 27 82 91
7795
noeltg77
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
B 70 55 69 71 24 81 94
7796
anhkhoa289
MCP Playground Claim 1
A demonstration MCP server supporting both Stdio and SSE transports, providing …
B 70 55 72 83 47 81 55
7797
wallacetju
Stock Data MCP Server Claim 3
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
B 70 55 84 91 28 82 44
7798
jagjerez-org
Enables AI-driven 3D model generation and manipulation using OpenSCAD through n…
B 70 54 66 56 N/A 33 90 98
7799
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
B 70 55 84 51 33 81 89
7800
rodrigoai
Enables creating and managing customer records via an external API with Bearer …
B 70 55 84 58 24 80 92
Showing 7751–7800 of 47403 servers
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