MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11451
BACH-AI-Tools
Provides access to the Youtube138 API for searching videos, retrieving channel …
C 63 55 56 100 45 81 20
11452
madebyaris
Rakit UI AI Claim
Enables AI assistants to present multiple UI component designs in a browser for…
C 63 66 96 58 0 54 77 95
11453
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 68 24 84 86
11454
meaigood001
Enables Google search functionality through the Google Custom Search API with e…
C 63 55 60 42 37 81 91
11455
g4-business-ai
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
C 63 55 48 70 24 81 84
11456
eugeneyvt
Logseq MCP Server Claim 2
Enables AI assistants to interact with your local Logseq knowledge base through…
C 63 54 84 46 N/A 67 94 17
11457
rt0120-Ramco
Provides comprehensive utility tools including file operations, weather informa…
C 63 54 60 33 N/A 22 95 99
11458
compilotbv
Enables natural language interaction with PostgreSQL databases, supporting quer…
C 63 66 100 61 0 40 81 87
11459
wilhelmklopp
A serverless tool that allows deployment of authentication-free Model Context P…
C 63 55 48 66 27 84 82
11460
bamwor-dev
bamwor-mcp-server Claim
World geographic data for AI agents. 261 countries with 20+ statistics and 13.4…
C 63 66 66 75 0 59 82 100
11461
anjulbhatia
Enables personal finance management through conversational AI, including expens…
C 63 55 60 67 19 81 76
11462
godzeo
MCP HTTP Requests Claim
A comprehensive HTTP client MCP server for security testing, API testing, and w…
C 63 55 66 31 40 81 98
11463
amornpan
Enables Language Models to interact with Microsoft SQL Server databases by insp…
C 63 55 78 36 18 81 93
11464
imhiroki
Toolrank Claim
# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent dis…
C 63 55 96 10 34 81 88
11465
HolleIvan
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
C 63 55 66 27 39 81 100
11466
wxt2rr
Provides basic mathematical operations (addition, subtraction, multiplication, …
C 63 55 48 68 24 81 89
11467
video-db
VideoDB Director Claim 1
VideoDB Director
C 63 55 78 41 35 80 71
11468
seovimalraj
Enables interaction with Google Ads through secure OAuth authentication to disc…
C 63 66 94 63 0 47 81 91
11469
abekek
A Python-based Model Context Protocol server that provides AI assistants with a…
C 63 55 60 35 45 80 98
11470
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 54 66 27 N/A 26 95 94
11471
TavoElgueaLopez
A template for deploying an MCP server without authentication on Cloudflare Wor…
C 63 55 48 70 29 84 79
11472
Geeksfino
kb-mcp-server Claim 1
An MCP server aimed to be portable, local, easy and convenient to support seman…
C 63 55 57 31 64 80 88
11473
MockLoop
MockLoop MCP Server Claim 1
A Model Context Protocol server that generates and runs mock API servers from A…
C 63 66 79 58 0 84 81 86
11474
weavely
A deployable Model Context Protocol server for Cloudflare Workers that enables …
C 63 55 64 52 21 81 88
11475
bamchi
scrapi Claim
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with ant…
C 63 66 72 72 0 74 69 97
11476
Linzo99
A MCP client for browser-use
C 63 54 50 66 N/A 27 92 74
11477
Nur1sat
Provides tools for managing a product catalog, including functions to list, add…
C 63 55 54 55 22 80 99
11478
chasey-ai
Mermaid-MCP Claim 1
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
C 63 55 47 58 36 81 89
11479
kukapay
jupiter-mcp Claim 1
An MCP server for executing token swaps on the Solana blockchain using Jupiter'…
C 63 55 51 56 48 71 91
11480
infranodus
Map text into knowledge graphs to create a structured representation of concept…
C 63 66 86 71 0 54 81 82
11481
batson-j
A Model Context Protocol server providing standardized access to Bible data res…
C 63 55 53 57 19 80 98
11482
vlad-ds
Street View MCP Claim
A server that enables AI models to fetch and display Google Street View imagery…
C 63 55 76 40 24 81 86
11483
ryoooo
NijiVoice-MCP Claim 2
An MCP server that enables LLMs to access the NijiVoice API for text-to-speech …
C 63 55 45 71 41 81 75
11484
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
11485
mjftw
Enables storage and retrieval of knowledge in a graph database format, allowing…
C 63 55 94 28 24 76 82
11486
maci0
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
C 63 54 66 15 N/A 36 95 100
11487
ExposureGuard
ExposureGuard Claim 1
Domain security scanning for AI agents. A-F grades, 8 checks, fix snippets.
C 63 55 90 10 N/A 29 81 100
11488
vivekbala
Enables real-time Kubernetes cluster observability and debugging through standa…
C 63 55 78 31 16 81 97
11489
jesse-merhi
An MCP server that provides comprehensive multimodal Retrieval-Augmented Genera…
C 63 54 57 30 N/A 41 95 90
11490
ttjslbz001
AKShare MCP Server Claim 2
A Model Context Protocol server that enables Claude Desktop to access and analy…
C 63 55 63 55 23 81 83
11491
888Greys
MCP-Mem0 Claim
A template implementation of the Model Context Protocol server that integrates …
C 63 55 70 30 37 81 96
11492
KrishnaPramodParupudi
kaggle Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
C 63 54 56 30 N/A 37 90 100
11493
mirodn
Public Transport Claim
Access real-time public transport across Europe with live departures, connectio…
C 63 66 72 76 0 54 82 94
11494
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11495
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11496
kgprs
google-flights Claim
Interact with Google Flights data to search for one-way, round-trip, and date r…
C 63 55 72 30 37 86 85
11497
chansearrington
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
C 63 55 74 37 26 81 91
11498
bobooooo
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
C 63 55 54 52 30 83 93
11499
renCosta2025
Get up-to-date, version-specific documentation and code examples from official …
C 63 66 84 72 0 50 81 91
11500
michaelahern
Airthings Consumer MCP Server
C 63 55 76 27 73 81 60
Showing 11451–11500 of 66495 servers
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