MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8601
sushma9903
Provides real-world tools for weather data, stock market information, and inter…
C 68 55 72 52 24 81 100
8602
aoki-collabo
A lightweight MCP server built with Hono and Cloudflare Workers that provides a…
C 68 55 60 70 50 83 74
8603
LunarPerovskite
docalyze Claim 1
Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). N…
C 68 54 72 38 N/A 48 90 88
8604
wabox32
schema-engram-mcp Claim 1
An MCP server that provides persistent memory for database schemas by storing t…
C 68 44 49 N/A N/A 27 95 94
8605
skynet-base
A Model Context Protocol server for Turkish taxi services that enables fare est…
C 68 55 69 58 24 82 100
8606
Stackbilt-dev
Stackbilt platform MCP gateway — wireframe generation and stack scaffolding too…
C 68 55 96 10 56 82 94
8607
lolbyte-code
Enables interaction with League of Legends game data through the Riot Games API…
C 68 55 72 100 23 81 45
8608
pkj-m
Test MCP Server Claim
A sample MCP server that fetches random inspirational quotes, programming jokes…
C 68 55 78 47 21 81 100
8609
alok-ahirrao
Enables AI assistants to fetch web content, search for products on Google Shopp…
C 68 55 70 68 19 81 92
8610
WynnD
An implementation of a Model Context Protocol server that allows Claude and oth…
C 68 55 80 46 27 82 97
8611
jennyyyyyy7528-cell
meme-mcp Claim
C 68 55 66 82 N/A 44 95 41
8612
praveenc
Provides semantic search over AWS Cloudscape Design System documentation using …
C 68 54 70 33 N/A 46 95 97
8613
johnreitano
An MCP server that provides simple query capabilities for Google Cloud Datastor…
C 68 55 71 56 22 82 99
8614
alexandrebagio
SWAPI Server Claim
Provide seamless access to Star Wars API data for your applications. Fetch, man…
C 68 54 56 57 N/A 29 92 100
8615
NSO-developer
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
C 68 55 66 41 49 82 100
8616
lioensky
Suno-MCP Claim 1
A Model Context Protocol server that allows AI assistants to generate music thr…
C 68 55 63 71 24 81 90
8617
roberthamel
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
C 68 55 76 38 48 81 93
8618
mharnett
bing-ads Claim 3
MCP server for Microsoft Advertising (Bing Ads) — campaigns, keywords, and repo…
C 68 54 63 63 N/A 50 63 99
8619
JamesLouie
Oura Ring MCP Server Claim 1
A Model Context Protocol server that provides access to Oura Ring health and fi…
C 68 55 63 65 21 81 100
8620
Y1L1N10
XMind Generator MCP Claim 1
An MCP server that enables users to generate structured XMind mind maps with hi…
C 68 54 51 62 N/A 58 89 83
8621
robinong79
A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…
C 68 55 84 52 40 67 89
8622
w-jeon
mcp-brave-search Claim 1
brave search
C 68 55 78 61 22 81 87
8623
mrgoonie
Todo MCP Server Claim 1
A Model Context Protocol server for managing todo lists and items with advanced…
C 68 54 59 60 N/A 19 95 99
8624
bowwowxx
Enables seamless integration between MCP-compatible clients (like LM Studio) an…
C 68 55 76 57 18 81 95
8625
khandrew1
A production-ready template for building MCP servers on Cloudflare Workers that…
C 68 55 74 60 24 81 92
8626
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 55 66 100 N/A 30 95 33
8627
ross-jill-ws
Provides access to Alpha Vantage stock price data (OHLCV) and financial news wi…
C 68 55 78 56 25 81 91
8628
akave-ai
Akave MCP Server Claim
Enables AI models to interact with Akave's S3-compatible storage by providing t…
C 68 55 60 66 28 78 100
8629
valk-ryx
imap-mcp Claim
C 68 55 66 82 N/A 51 95 35
8630
dmaznest
BrowserCat MCP Server Claim 1
Provides cloud-based browser automation capabilities that allow LLMs to interac…
C 68 55 72 66 20 71 100
8631
PashaBoiko
Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…
C 68 55 78 82 N/A 29 92 44
8632
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
8633
kirha-ai
Enables execution of crypto-related tool planning through Kirha AI's API with c…
C 68 55 78 68 21 81 79
8634
Leee62
Sentry Issues MCP Claim
A server that enables retrieval of Sentry issues through two simple tools - get…
C 68 55 48 100 40 81 65
8635
akash-network
Akash MCP Server Claim
A TypeScript server implementing the Model Context Protocol that enables AI age…
C 68 55 48 61 60 78 98
8636
Ghostseller
CastPlan MCP Claim
Provides AI assistants with persistent memory of your project architecture, dev…
C 68 55 86 28 68 81 75
8637
nadavgb-atom
ib-async-mcp Claim 1
An MCP server that provides an interface for the Interactive Brokers API via th…
C 68 55 69 74 N/A 46 95 49
8638
seomentor
WordPress MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to manage WordPress …
C 68 55 57 56 47 81 98
8639
sanliunanjue
A TypeScript-based MCP server that implements a simple notes system, allowing u…
C 68 55 84 95 N/A 23 95 17
8640
archish9
GitHub MCP Server Claim 1
A Model Context Protocol server that provides Git version control operations as…
C 68 54 53 53 N/A 53 90 93
8641
asattelmaier
GNOME UI MCP Claim
GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
C 68 54 78 22 N/A 65 90 89
8642
cerebralvalley
Enables discovery and submission of AI community events, hackathons, and meetup…
C 68 55 66 60 29 81 94
8643
haroldadmin
fastify-mcp Claim
A Fastify plugin to run Model Context Protocol (MCP) servers
C 68 54 66 41 N/A 75 94 70
8644
hafizrahman
An integration tool that allows users to fetch weather alerts/forecasts from th…
C 68 55 64 58 28 82 100
8645
developzir
gepa-mcp Claim
MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for auto…
C 68 54 78 31 N/A 49 95 85
8646
wilforlan
Suncture Healthcare MCP provides a set of specialized healthcare tools that can…
C 68 55 60 55 50 82 95
8647
TripQi
Enables safe, concurrent file system operations with sandboxed directory access…
C 68 54 54 36 N/A 71 90 96
8648
tumf
web3-mcp Claim 1
An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, …
C 68 55 51 63 54 80 95
8649
AlexAI-MCP
Provides comprehensive Korean Beauty information through real-time web search, …
C 68 55 78 51 29 81 92
8650
abhinavmathur-atlan
Enables comprehensive travel planning by integrating Google Travel Services and…
C 68 55 84 43 38 81 85
Showing 8601–8650 of 33537 servers
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