MCP Server Quality Scores

Independent quality analysis of 60196 public MCP servers

60196
Discovered
29936
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23451
alberto-re
mcp-server-odoo Claim
An extensible MCP server that integrates Odoo with LLMs to enable querying and …
C 59 44 66 41 45 78
23452
t3ase
Analyzes mood from messages, provides curated Spotify playlists and motivationa…
C 59 44 74 42 26 81
23453
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
23454
novvoo
Gurddy MCP Server Claim
Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph col…
C 59 44 78 25 46 81
23455
AI-QL
chat-mcp Claim
A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with…
C 59 43 60 30 N/A 50 95 HT
23456
yarism
vasttrafik-mcp Claim 1
C 59 33 54 N/A N/A 20 95
23457
satstream
A Model Context Protocol server that enables querying Bitcoin blockchain data, …
C 59 44 47 65 42 82
23458
ansua79
KISTI-MCP Claim
Integrates with KISTI's ScienceON, NTIS, and DataON APIs to search and retrieve…
C 59 43 54 42 49 89
23459
africa-api
africa-api-mcp Claim 1
MCP server for Africa API — access data on all 54 African countries through Cla…
C 59 33 45 N/A N/A 52 83
23460
JohanLi233
MCP Sandbox Claim
An interactive Python code execution tool that allows users and LLMs to safely …
C 59 44 56 38 63 81
23461
r0d8lsh0p
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
C 59 33 48 N/A N/A 30 95
23462
alejoair
Provides cross-platform terminal access through MCP, enabling AI assistants to …
C 59 44 54 58 40 81
23463
Fatmike-GH
MCPDebugger Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
C 59 33 44 N/A N/A 37 95 C
23464
aotakeda
Local Lens Claim
A 100% local development monitoring tool that captures browser console logs, ne…
C 59 43 60 30 N/A 49 95
23465
kevinzhang03
Enables programmatic control of Ableton Live using natural language to manage s…
C 59 43 66 31 N/A 45 90
23466
gbassaragh
Provides AI assistants with access to UniFi Network and Protect infrastructure …
C 59 44 76 42 26 81
23467
SalesforgeAI
forge-mcp Claim 3
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and M…
C 59 33 73 N/A N/A 37 58
23468
juspay
Juspay MCP Tools Claim
Enables AI agents to interact with Juspay's payment processing APIs and merchan…
C 59 44 48 43 69 81
23469
morebetterclaw
Enables transforming AI-generated marketing copy into human-sounding, GEO-optim…
C 59 33 54 37 83
23470
markswendsen-code
Hopper MCP Server Claim 1
Enables AI assistants to search flights and hotels, access AI-powered price for…
C 59 44 86 30 30 76
23471
aryahadii
A Model Context Protocol server that provides read-only access to Slack data in…
C 59 43 41 66 N/A 34 95
23472
HurtzDonutStudios
ai-forge-mcp Claim
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset produ…
C 59 33 48 N/A N/A 28 95
23473
foxintheloop
UpTier Claim
Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritiza…
C 59 43 64 28 N/A 50 90
23474
darrenjrobinson
untappd-mcp-server Claim
A Model Context Protocol (MCP) server that exposes the Untappd API as tools for…
C 59 33 54 37 83
23475
context-hub
generator Claim
CTX: a tool that solves the context management gap when working with LLMs like …
C 59 43 64 7 N/A 72 95
23476
wrenchchatrepo
Bayesian MCP Claim
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
C 59 44 48 62 47 80
23477
ke4qqq
groupsio Claim 1
MCP server for consuming and managing Groups.io data via the Groups.io REST API
C 59 33 47 N/A N/A 46 83
23478
rigzindorje
Gmail MCP Server Claim
This is an auto-generated Model Context Protocol server that enables interactio…
C 59 43 60 50 N/A 21 95
23479
dontsovcmc
Integrates with Yandex Market Partner API, providing search and execute tools f…
C 59 33 63 32 75
23480
sfncat
Joern MCP Server Claim
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
C 59 43 56 37 N/A 47 95
23481
rmtech1
Model Context Protocol (MCP) server implementation for semantic search and memo…
C 59 44 64 56 22 82
23482
lyxamour
lyxamour-mcp Claim
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
C 59 44 68 50 29 81
23483
theYahia
kaspi-mcp Claim 1
MCP server for Kaspi.kz Shop API -- orders and products.
C 59 33 41 N/A N/A 58 83
23484 C 59 43 50 65 N/A 25 89
23485
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
23486
context-foundry
Recursive Claude spawning for autonomous project builds with self-healing test …
C 59 43 56 26 N/A 79 80
23487
cfocoder
Provides AI assistants access to comprehensive financial data including real-ti…
C 59 44 64 41 45 81
23488
raw-labs
MXCP Claim
Enterprise-grade MCP framework for building production-ready AI tools with data…
C 59 43 54 41 N/A 56 87
23489
aiatamai
Provides up-to-date, version-specific documentation and code examples for softw…
C 59 44 54 67 27 81
23490
gingerol
A server that enables control of Unreal Engine 5.5+ using natural language comm…
C 59 43 72 20 N/A 43 95
23491
VedantRGosavi
UE5-MCP Claim
MCP for Unreal Engine 5
C 59 33 50 N/A N/A 27 95
23492
zizzfizzix
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 59 44 63 37 50 82
23493
Ray0907
git-mcp-server Claim 1
MCP server for GitLab and GitHub
C 59 43 65 35 N/A 50 83
23494
evilbotnet
Provides comprehensive access to documentation for 600+ Kali Linux penetration …
C 59 43 86 22 N/A 16 95
23495
LadislavSopko
MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants s…
C 59 33 54 N/A N/A 21 95
23496
freedanfan
MCP Server Claim
A FastAPI-based implementation of the Model Context Protocol that enables stand…
C 59 44 60 58 38 74
23497
HC010602
MasterMCP Claim
MasterMCP
C 59 43 54 48 N/A 34 95
23498
vijitdaroch
Provides AI assistants with access to comprehensive financial data including re…
C 59 44 64 40 49 81
23499
Mallet-Builds
Enables AI-powered video editing in IDEs through a pipeline-driven workflow, in…
C 59 33 48 N/A N/A 30 95
23500
MCP-Club
MCPM CLI Claim 2
A command-line tool for managing MCP servers in Claude App, which can also act …
C 59 43 64 12 N/A 66 95
Showing 23451–23500 of 60196 servers
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