MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10551
hwillGIT
OneNote MCP Server Claim 1
An MCP server that enables AI assistants to programmatically browse and interac…
C 65 55 75 38 21 81 100
10552
alicankiraz1
Cursor n8n Builder Claim
Enables AI assistants in Cursor IDE to manage n8n workflows through the n8n RES…
C 65 66 92 68 0 53 80 95
10553
ronantakizawa
Enables access to and searching of browser history from major browsers (Brave, …
C 65 54 66 37 N/A 23 95 98
10554
SheshuGit
Provides secure, read-only access to a PostgreSQL Hospital Management System th…
C 65 54 60 43 N/A 26 95 97
10555
aktsmm
Saiten MCP Server Claim
Automates the evaluation of GitHub hackathon submissions by providing tools to …
C 65 54 52 56 N/A 35 89 91
10556
tructranthanh
Enables users to fetch jokes from various categories including Chuck Norris and…
C 65 55 48 55 41 81 100
10557
SeoNaRu
Persona MCP Server Claim
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
C 65 55 72 58 21 81 79
10558
chirpon9
Provides access to comprehensive Riot Games API documentation for League of Leg…
C 65 55 62 52 26 81 100
10559
Douglas-PC
Allows deployment of a Model Context Protocol server on Cloudflare Workers with…
C 65 54 48 65 N/A 26 95 85
10560
SarthakRay26
Open Meteo MCP Server Claim 2
A comprehensive MCP server providing tools for real-time, forecast, and histori…
C 65 55 78 75 29 82 43
10561
krzemienski
Shannon MCP Claim
A comprehensive Model Context Protocol server for Claude Code that provides pro…
C 65 55 66 100 24 81 38
10562
pwh-pwh
cal-mcp Claim 1
An MCP server for Mathematical expression calculation
C 65 54 51 47 N/A 41 90 95
10563
chromindscan
chromia-mcp Claim 1
Enables AI to interact with Chromia Wallet for sending $CHR transactions.
C 65 55 58 100 N/A 17 95 35
10564
slawekradzyminski
A server that provides a website fetching tool via SSE transport, allowing user…
C 65 55 60 52 26 80 99
10565
francisco-perez-sorrosal
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
C 65 55 72 32 47 80 90
10566
captainChaozi
Search Intent MCP Claim
An MCP-based service that analyzes user search keywords to determine their inte…
C 65 55 48 72 25 80 96
10567
tzafrir
A FastMCP server implementation that provides a standardized interface for acce…
C 65 55 82 36 30 81 86
10568
clssck
Time Server Claim 2
An MCP server providing timezone conversions and time-related operations via RE…
C 65 55 63 60 18 81 94
10569
zeph-gh
A comprehensive Model Context Protocol server that processes Microsoft Word doc…
C 65 54 54 56 N/A 25 87 100
10570
nykznykz
Example MCP Server Claim
A demonstration MCP server built with FastMCP v2.0 that provides basic mathemat…
C 65 55 60 51 30 81 98
10571
accelizero
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
C 65 55 72 58 19 81 81
10572
JuanSebastianGB
NPM Context Agent MCP Claim 1
Provides comprehensive contextual information about npm packages including READ…
C 65 55 66 82 46 81 40
10573
readwiseio
Readwise MCP Claim
A local Model Context Protocol server that connects LLM clients (like Claude) t…
C 65 55 54 82 N/A 68 95 25
10574
gustavodetoni
MCP Issue Claim
Enables automatic GitHub issue creation from Git diffs. Generates structured is…
C 65 55 60 63 19 81 91
10575
evenli01
Provides tools for common file processing operations including reading files, l…
C 65 55 54 58 26 81 100
10576
fabiovige
An MCP server for MySQL that enables users to execute SQL queries, inspect tabl…
C 65 55 57 60 31 80 91
10577
BACH-AI-Tools
Provides access to the Invoices Generator API to create professional, customiza…
C 65 55 56 100 45 80 35
10578
huanongfish
ArXiv MCP Server Claim 1
Enables AI assistants to search and access arXiv research papers through a simp…
C 65 55 78 74 43 81 38
10579
uddin-rajaul
Analyzes SQL queries for performance issues, provides optimization suggestions …
C 65 55 76 30 40 84 90
10580
IBM
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
C 65 55 66 38 49 80 92
10581
huseyindol
User Info MCP Server Claim 1
An MCP server providing tools for user information management with capabilities…
C 65 54 45 55 N/A 25 95 99
10582
EricGrill
Provides access to 7 free government and open data APIs including NOAA weather,…
C 65 55 80 40 32 82 84
10583
Kiruthick7
Enables publishing blog posts directly to Dev.to through the Model Context Prot…
C 65 54 56 40 N/A 42 95 92
10584
mikeysrecipes
An MCP server that enables highly personalized music recommendations from TIDAL…
C 65 55 57 46 43 81 98
10585
Zerosks471
PyWeatherMCP Claim
Provides weather information for US locations using the National Weather Servic…
C 65 55 72 26 47 81 100
10586
bleugreen
KiCad MCP Server Claim
Enables analysis of KiCad electronic schematics through natural language querie…
C 65 54 78 28 N/A 26 95 91
10587
berlinbra
A Model Context Protocol server for reading and analyzing binary files, with in…
C 65 54 75 41 N/A 16 95 87
10588
MattiooFR
Majestic MCP Server Claim 1
An MCP server that provides access to the Majestic SEO API, allowing users to r…
C 65 55 57 65 27 80 91
10589
jacepark12
A MCP server for TickTick that enables interacting with your TickTick task mana…
C 65 55 69 43 26 82 99
10590
kylastech
Kylas CRM MCP Server Claim 1
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
C 65 54 53 43 64 83 90
10591
derekalia
fal Claim 1
MCP server for interacting with fal.ai models and services. Uses the latest str…
C 65 55 63 43 41 81 94
10592
AndyShaman
gemini-webapi-mcp Claim 1
MCP server for Google Gemini that enables image generation, editing, file analy…
C 65 54 57 38 N/A 51 90 92
10593
ainightshift
Enables retrieval and analysis of Google Trends data for any search term over t…
C 65 55 60 66 24 81 86
10594
gscfwid
A Model Context Protocol server that provides access to National Comprehensive …
C 65 54 49 43 N/A 42 95 95
10595
adarshrkumar
AI-Scholarly-Mode Claim
Enables AI assistants to search and retrieve peer-reviewed academic articles ex…
C 65 55 70 82 29 81 50
10596
riteshtk
Notion MCP Server Claim 1
Enables interaction with Notion workspaces through the Notion API, allowing use…
C 65 55 92 65 44 81 30
10597
cxt9
Neo4j MCP Claim 1
Enables LLMs to interact with Neo4j graph databases using natural language to e…
C 65 55 66 58 24 80 90
10598
joepangallo
cloud-agent Claim
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
C 65 66 94 78 0 57 72 89
10599
rflpazini
mcp-api-gateway Claim
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
C 65 55 90 57 N/A 24 86 51
10600
jlsookiki
Secondhand MCP Claim 1
Enables AI assistants to search secondhand marketplaces (Facebook Marketplace, …
C 65 64 79 61 0 65 95 95
Showing 10551–10600 of 49876 servers
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