MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29768
Scored
2112
Verified
16952
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13601
kenta-ja8
A minimal MCP server that enables searching through pre-scraped React documenta…
C 57 54 48 55 N/A 21 95 58
13602
ltcg-addict
Provides comprehensive dice rolling functionality for tabletop games and RPGs, …
C 57 55 48 40 19 81 93
13603
M0-AR
A high-performance MCP server that connects tools like Cursor to Elasticsearch …
C 57 55 54 33 22 80 94
13604
lulzasaur9192
Enables AI agents to play games like Chess, Go, and Trading against each other …
C 57 55 72 0 29 81 98
13605
Day7-Engineering
A template for deploying remote MCP servers on Cloudflare Workers without authe…
C 57 55 48 52 29 78 71
13606
ScrapeGraphAI
scrapegraph-mcp Claim
AI-powered web scraping and data extraction capabilities through ScrapeGraph API
C 57 66 86 41 0 57 73 90
13607
Tooflex
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 57 54 45 28 N/A 24 95 93
13608
WindoC
EasyOCR MCP Server Claim 1
An MCP server that provides OCR capabilities using the EasyOCR library, support…
C 57 55 45 26 47 80 92
13609
Monadical-SAS
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 57 66 71 57 0 40 81 94
13610
danosb
OneNote MCP Server Claim 2
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 53 40 26 77 86
13611
haojiasheng
Notes MCP Server Claim
Enables creating and managing text notes through MCP resources and tools. Provi…
C 57 54 30 52 N/A 14 95 91
13612
SailingCoder
grafana-mcp-analyzer Claim 1
让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analy…
C 57 66 57 73 0 46 81 85
13613
paterapatera
An MCP server that enables AI agents to search and retrieve messages within a S…
C 57 55 45 75 27 81 49
13614
GabrielSantanaC
An educational repository designed to practice and understand the Model Context…
C 57 54 54 26 N/A 25 90 86
13615
UpendraNath
Enables web search capabilities through the Tavily API, allowing users to searc…
C 57 55 60 28 26 81 86
13616
MKhalusova
A Model Context Protocol server that enables LLMs to extract and use content fr…
C 57 54 41 36 N/A 23 95 90
13617
Anwesh43
A template for creating and deploying Model Context Protocol servers on the Api…
C 57 55 48 32 24 81 100
13618
hungson175
Provides access to Federal Reserve Economic Data (FRED) through Claude and othe…
C 57 55 54 27 22 83 94
13619
RishiA
Enables natural language querying of a resume with AI/ML experience, business i…
C 57 55 60 22 21 81 99
13620
Yogesh-G-3468
OmniDocs MCP Claim
An intelligent MCP server that enables AI agents to crawl, index, and semantica…
C 57 54 42 31 N/A 25 95 93
13621
binal182
Enables users to search and interact with Binal's professional knowledge base t…
C 57 66 78 53 0 32 81 98
13622
V2-Digital
A Model Context Protocol server that scrapes blog posts from V2.ai Insights, ex…
C 57 55 45 31 29 80 98
13623
EyevinnOSC
MCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions ba…
C 57 66 51 62 0 66 81 90
13624
tddt
Stock Info Service Claim
A FastMCP-based service that provides stock data including historical prices, f…
C 57 55 54 32 20 84 89
13625
format37
Enables AI assistants to securely execute shell commands on local machines thro…
C 57 54 54 33 N/A 18 80 93
13626
ryanmccauley
d2-mcp Claim
Enables AI assistants to compile, validate, and explore D2 diagrams using the o…
C 57 66 66 66 0 32 81 96
13627
shadowfax92
MCP Apple Calendars Claim 2
A Model Context Protocol server for AI models to access and manipulate Apple Ca…
C 57 55 39 82 N/A 23 95 33
13628
softvoyagers
fakturka-api-mcp Claim
Free Polish VAT invoice generation MCP server with PDF output and preview. No A…
C 57 55 70 0 40 81 93
13629
v587d
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
C 57 54 66 22 N/A 41 95 55
13630
robuno
Enables querying and comparing product prices across different marketplaces wit…
C 57 55 54 37 21 81 86
13631
crisschan
MCP-Allure Claim
A server that converts Allure test reports into LLM-friendly formats, enabling …
C 57 55 50 25 43 83 88
13632
waldzellai
Enables AI assistants to create and manage content collections, perform web sea…
C 57 66 88 71 0 62 81 37
13633
vog01r
Provides real-time aircraft tracking data from OpenSky Network combined with FA…
C 57 66 90 37 0 49 81 86
13634
zaq2989
Agent-net Claim
Agent to Agent network
C 57 66 60 71 0 32 81 99
13635
apiarya
wemo Claim
Control WeMo smart home devices - discover, toggle, adjust brightness, and mana…
C 57 66 84 10 0 87 84 94
13636
arcadia-finance
Arcadia Finance Claim
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
C 57 66 94 10 0 72 81 93
13637
ValenGL
VGL CV Data MCP Claim 1
A Model Context Protocol server that provides access to Valentin Gonzalez Loure…
C 57 55 47 50 N/A 26 83 72
13638
chatmcp
mcp-server-collector Claim 2
A MCP Server used to collect MCP Servers over the internet.
C 57 66 75 68 0 19 81 90
13639
vinayak-mehta
Linear MCP Server Claim 2
A Model Context Protocol server that integrates with Linear, enabling AI assist…
C 57 55 33 41 50 80 89
13640
vnsavitri
Enables intent-based digital asset discovery for Breville's Vault DAM system us…
C 57 66 84 45 0 42 81 91
13641
jissac
Provides comprehensive Biblical research tools including scripture lookup, inte…
C 57 66 78 56 0 30 81 90
13642
joheiss
An HTTP-based Model Context Protocol server that provides tools and resources f…
C 57 55 74 0 35 78 99
13643
cfoong1
An educational MCP server example built with FastMCP that demonstrates how to e…
C 57 54 48 22 N/A 24 95 95
13644
vandreus
UniFi MCP Server Claim
Enables comprehensive management of UniFi network infrastructure through the Un…
C 57 66 60 70 0 27 81 100
13645
sinanefeozler
reddit-summarizer-mcp Claim 1
MCP server for summarizing users's Reddit homepage or any subreddit based on po…
C 57 55 45 37 43 76 88
13646
zhengwanbo
Oracle MCP Server Claim 1
A Model Context Protocol server that provides contextual Oracle database schema…
C 57 55 45 31 39 81 94
13647
Eliovp-BV
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
C 57 55 72 32 21 80 70
13648
leonardo-amaral-3
A RAG-based MCP server for natural language querying of Brazilian healthcare ma…
C 57 54 48 28 N/A 27 90 92
13649
svgnew
svg.new MCP Server Claim 1
Enables AI-powered image to SVG vectorization, background removal, and SVG mani…
C 57 55 72 0 34 81 98
13650
xbsheng
Time MCP Claim
A time processing tool for the Model Context Protocol that provides features fo…
C 57 55 42 35 45 84 83
Showing 13601–13650 of 54421 servers
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