MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11451
rossja
A Model Context Protocol server that provides network analysis tools for securi…
C 63 55 51 42 42 80 99
11452
TwT23333
A Model Context Protocol (MCP) server for advanced code analysis and editing wi…
C 63 55 78 28 20 81 100
11453
scotthavird
A tool for deploying authentication-free Model Context Protocol servers on Clou…
C 63 55 48 68 26 84 81
11454
gage-russell
resumejson-mcp Claim 1
An MCP server for managing career experience data using the JSON Resume schema …
C 63 54 45 56 N/A 31 87 94
11455
xiaomizhoubaobei
XMZ MCP Server Claim
Enables AI models to interact with Tencent Cloud COS for cloud storage operatio…
C 63 55 54 36 73 81 79
11456
evo-hydra
morpheus-mcp Claim 1
Provides plan state management and phase gate enforcement for AI development lo…
C 63 55 76 31 27 82 94
11457
ReplenishRadar
MCP Claim 2
Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…
C 63 66 94 65 0 49 82 84
11458
AndrewMusser
Enables AI assistants to interact with B\&R Automation Studio projects by build…
C 63 54 72 30 N/A 40 84 86
11459
nasoma
Enables users to manage airtime transactions through the Africa's Talking API, …
C 63 55 60 31 49 80 99
11460
DarshanHegdeP
An autonomous agent ecosystem that leverages Groq for high-performance reasonin…
C 63 44 42 N/A N/A 30 95 83
11461
DasBalvinderDas
Provides weather-aware travel planning tools that fetch 3-day forecasts and gen…
C 63 55 68 33 27 83 100
11462
antegral
MMA MCP Server Claim
Enables users to search and query information about military service alternativ…
C 63 55 72 58 57 81 41
11463
0xGval
A lightweight toolkit that enables Claude to search Twitter with natural langua…
C 63 55 88 82 19 81 23
11464
fhp101ml
A conversational copilot that guides users through the Knowledge Discovery in D…
C 63 54 54 56 N/A 25 90 84
11465
LaelLuo
Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants…
C 63 55 60 56 21 81 87
11466
Sergey-Bondarev
Enables deployment of a remote Model Context Protocol server on Cloudflare Work…
C 63 55 48 68 24 84 85
11467
kukapay
cointelegraph-mcp Claim
Providing real-time access to the latest news from Cointelegraph.
C 63 55 64 32 40 82 97
11468
NatalieCheong
Provides tools for stock data retrieval, historical analysis, and market compar…
C 63 54 72 28 N/A 21 95 93
11469
rftsngl
Provides job search functionality using Careerjet API with features for keyword…
C 63 55 60 58 16 81 92
11470
CharTyr
Enables AI agents to play Slay the Spire 2 by exposing game state and actions t…
C 63 54 72 0 N/A 59 89 99
11471
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11472
CollinDex
Block MCP Server Claim
Enables AI agents to interact with multiple blockchain networks to check wallet…
C 63 55 60 47 29 77 99
11473
purva-kashyap
Microsoft MCP Claim
Enables AI assistants to interact with Microsoft Graph API services including O…
C 63 55 72 40 27 81 88
11474
cayirtepeomer
Provides integration with Gerrit code review system, allowing AI assistants to …
C 63 55 66 46 30 81 85
11475
Maxbleu
MCP Server F1Data Claim
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
C 63 54 62 32 N/A 63 77 88
11476
Rucha-Nandgirikar
StatFlow Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 55 84 12 42 81 90
11477
Fadi88
Enables scraping and comparing pricing information for LLM inference services a…
C 63 54 58 43 N/A 24 95 89
11478
PhillipRt
Official implementation of Anthropic's 'think' tool that provides Claude with a…
C 63 55 54 50 25 84 95
11479
abekek
A Python-based Model Context Protocol server that provides AI assistants with a…
C 63 55 60 35 45 80 98
11480
Ansvar-Systems
taiwanese-law-mcp Claim
Taiwanese legislation via MCP — full-text search across statutes and provisions
C 63 64 90 38 0 66 95 91
11481
cohnen
mcp-google-ads Claim
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing…
C 63 64 76 66 0 50 90 95
11482
karimQuant
ibapi-mcp-server Claim
This project creates a middleware server that connects to Interactive Brokers G…
C 63 54 66 31 N/A 25 90 99
11483
itsuzef
REAPER MCP Server Claim 2
A Model Context Protocol server that enables AI agents to create fully mixed an…
C 63 55 67 74 N/A 25 95 40
11484
piexl
SketchupMCP Claim 1
Enables direct interaction and control of SketchUp through Claude AI using the …
C 63 55 60 82 N/A 36 80 44
11485
algtools
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
C 63 55 48 70 29 84 77
11486
nexon33
A Model Context Protocol server that enables clients to interact with a system …
C 63 54 51 56 N/A 56 87 66
11487
bonninr
FreeCAD MCP Claim
A FreeCAD addon that implements the Model Context Protocol (MCP) to enable comm…
C 63 54 76 28 N/A 44 77 88
11488
FaureAlexis
A TypeScript server that allows AI agents to access, retrieve, and analyze Sent…
C 63 55 58 57 19 82 91
11489
askbudi
roundtable Claim
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code,…
C 63 55 72 31 32 80 95
11490
drewautomates
Connects your Noverload saved content library to AI assistants, enabling search…
C 63 66 92 72 0 35 81 92
11491
PromStack-1
Enables Claude Desktop and other MCP-compatible tools to directly access and ex…
C 63 55 56 70 28 81 71
11492
BochaAI
Bocha Search MCP Claim
An AI-focused search engine that enables AI applications to access high-quality…
C 63 55 66 46 27 80 90
11493
protonese3
Unloop MCP Claim
Detects and breaks repetitive fix loops in AI coding assistants by tracking att…
C 63 54 72 0 N/A 56 95 97
11494
cmc12138
Analyzes frontend project code (React, Vue, Angular) and converts it into AI-un…
C 63 54 78 31 N/A 32 95 71
11495
nathanwolfe2208
Formats AI agent outputs into professional reports, emails, and documents with …
C 63 55 72 83 22 81 37
11496
vinaykp
A server implementation of the Model Context Protocol (MCP) that provides REST …
C 63 54 54 37 N/A 23 95 100
11497
Danson-dan
A hierarchical plan management system built on FastMCP and SQLite that enables …
C 63 54 70 31 N/A 30 90 88
11498
TakanariShimbo
Rosbridge MCP Server Claim 1
A Model Context Protocol server that provides tools to publish messages to ROS …
C 63 55 55 56 25 81 90
11499
Sunwood-ai-labs
A Model Context Protocol server that enables efficient management of GitHub iss…
C 63 54 51 57 N/A 56 87 67
11500
wenchuin89
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 70 24 81 83
Showing 11451–11500 of 50103 servers
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