MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20601
ArconixForge
MCP Atlassian Claim
Enables AI assistants to interact with Atlassian products (Confluence and Jira)…
C 59 44 60 46 46 81
20602
BACH-AI-Tools
Enables retrieval of random inspirational quotes from various categories includ…
C 59 44 50 60 45 80
20603
gingerol
A server that enables control of Unreal Engine 5.5+ using natural language comm…
C 59 43 72 20 N/A 43 95
20604
marianosalinas
wrds-mcp Claim
Provides AI assistants with natural language access to WRDS financial data for …
C 59 44 48 62 45 81
20605
rudazy
web3-mcp-hub Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
C 59 43 60 30 N/A 51 92 HT
20606
evilbotnet
Provides comprehensive access to documentation for 600+ Kali Linux penetration …
C 59 43 86 22 N/A 16 95
20607
soxoj
A curated list of OSINT MCP servers. Pull requests are welcomed!
C 59 33 44 N/A N/A 35 95
20608
priyansh4320
WHOIS MCP Server Claim
This server enables users to perform bulk WHOIS lookups via the apispot.io WHOI…
C 59 43 60 52 N/A 21 95
20609 C 59 43 50 65 N/A 25 89
20610
hey-granth
codectx Claim
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
C 59 43 60 15 N/A 69 95
20611
cfocoder
Provides AI assistants access to comprehensive financial data including real-ti…
C 59 44 64 41 45 81
20612
foxintheloop
uptier Claim
MCP-powered To-Do application with intelligent task prioritization
C 59 43 64 28 N/A 50 90
20613
kimjungyeol
An integration server that enables LLMs to interact with Notion workspaces thro…
C 59 44 78 27 43 81
20614
ansua79
kisti-mcp Claim
C 59 43 54 42 N/A 49 89
20615
gattjoe
ACMS Claim
Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool…
C 59 43 56 38 N/A 54 87
20616
raw-labs
mxcp Claim
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
C 59 43 54 41 N/A 56 87
20617
DevonGroff
Todoist MCP Server Claim 1
An MCP server that integrates with the Todoist REST API v2 to enable AI assista…
C 59 44 53 63 35 82
20618
vijitdaroch
Provides AI assistants with access to comprehensive financial data including re…
C 59 44 64 40 49 81
20619
Kiran1689
A modular, extensible MCP Server for managing Storyblok spaces, stories, compon…
C 59 44 66 41 N/A 43 81
20620
MCP-Club
mcpm Claim 2
A command-line tool for managing MCP servers in Claude App. Also can run a MCP …
C 59 43 64 12 N/A 66 95
20621
szaffarano
org-mcp-server Claim 1
MCP server for org-mode and org-roam knowledge base management
C 59 43 49 31 N/A 70 92
20622
danielsobrado
Create the prompts you need to write your Novel using AI
C 59 43 58 33 N/A 48 95
20623
CLoaKY233
MIST Claim
MCP server empowering AI assistants with real-world capabilities: Gmail, Calend…
C 59 44 64 28 N/A 63 81
20624
Ashif4354
StreamStorm Claim
Bot to Spam messages on YouTube Live Stream Chat with an integrated MCP Server …
C 59 43 54 37 N/A 50 95
20625
commiegod
AI agent access to Commoner's DAO — auction, governance, treasury, and discussi…
C 59 43 60 41 N/A 34 95
20626
il-il1
A Node.js-based Model Context Protocol implementation that provides a standardi…
C 59 44 60 65 28 76
20627
LeePresident
TrendRadar Claim
An AI-powered news and trend aggregator that tracks real-time hot topics and RS…
C 59 44 70 30 50 82
20628
BACH-AI-Tools
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts…
C 59 44 50 60 45 80
20629
shyinlim
A Model Context Protocol (MCP) server that provides seamless integration betwee…
C 59 43 58 42 N/A 43 90
20630
babelcloud
gbox Claim
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandb…
C 59 44 60 31 66 80
20631
MCP-Defender
MCP-Defender Claim
Desktop app that automatically scans and blocks malicious MCP traffic in AI app…
C 59 43 54 26 N/A 65 95
20632
wrenchchatrepo
Bayesian MCP Claim
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
C 59 44 48 62 47 80
20633
zebbern
claude-code-mcp Claim
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
C 59 33 54 N/A N/A 18 95
20634
SylphxAI
CodeRAG Claim
A high-performance MCP server providing lightning-fast hybrid code search using…
C 59 44 58 30 69 82
20635
CyranoB
duckduckgo-mcp Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
C 59 43 64 12 N/A 68 95
20636
webhiveos
WebHive Claim 1
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
C 59 43 60 30 N/A 46 95
20637
KuudoAI
amazon_ads_mcp Claim 2
Amazon Ads API MCP server for Amazon Advertising API
C 59 43 60 41 N/A 79 62
20638
ai-api-booster
Enables interaction with blockchain networks through the Rosetta API standard f…
C 59 44 60 58 28 81
20639
hope1026
Roblox MCP Claim 1
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
C 58 43 54 20 N/A 62 96
20640
gfxjef
Enables management of Expokossodo 2025 events through 7 MCP tools for checking …
C 58 44 54 72 18 81
20641
gt732
An integration that enables AI assistants to interact with network data through…
C 58 44 84 28 27 80
20642
rigzindorje
An MCP (Model Context Protocol) server that enables interaction with the Cisco …
C 58 43 60 45 N/A 21 95
20643
longevity-genie
gget-mcp Claim
MCP server providing a powerful bioinformatics toolkit for genomics queries and…
C 58 44 60 31 58 81
20644
samihalawa
mcp-agentapi Claim
C 58 43 54 30 N/A 51 95
20645
baoduy
drunk-mcp-proxy Claim
A dynamic proxy server that enables users to manage and access multiple MCP bac…
C 58 44 50 40 67 80
20646
rahulkr
Enables comprehensive control of Android devices via ADB for Flutter developmen…
C 58 43 60 27 N/A 44 95
20647
tstapler
Sleeper MCP Server Claim
A server that integrates Sleeper fantasy sports data with Goose AI through the …
C 58 44 56 61 26 83
20648
KKonuru
Gurobi MCP Claim
Enables AI applications to solve optimization problems including linear program…
C 58 43 54 57 N/A 22 89
20649
BACH-AI-Tools
Provides access to the API Ninjas Country API, allowing users to query detailed…
C 58 44 50 60 42 80
20650
myroslavtryhubets
Enables comprehensive domain and DNS management through the Porkbun API, includ…
C 58 44 64 40 36 83
Showing 20601–20650 of 30006 servers
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