MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3651
florianbuetow
IMAP Mini MCP Claim
A lightweight MCP server for interacting with IMAP email accounts to read messa…
B 76 55 90 62 39 82 97
3652
vasylenko
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
B 76 54 62 65 N/A 60 95 100
3653
Bachmann1234
Provides AI assistants with full-text search access to your Obsidian vault, all…
B 76 54 84 60 N/A 27 95 100
3654
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 55 90 100 N/A 39 95 38
3655
gabrielchua
Enables users to search for job opportunities in Singapore through the MyCareer…
B 76 55 84 65 45 81 95
3656
rohanrav
Screeny MCP Server Claim
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
B 76 54 72 65 N/A 44 95 100
3657
samihalawa
Google Ads MCP Server Claim 1
Enables programmatic management of Google Ads campaigns, allowing users to moni…
B 76 55 94 100 49 81 41
3658
mcp-open-data-hk
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
B 76 55 70 74 61 81 91
3659
markswendsen-code
KFC MCP Server Claim 2
An MCP server that enables users to interact with KFC's online ordering system …
B 76 54 85 62 N/A 30 90 99
3660
kajirita2002
honeycomb-mcp-server Claim 1
honeycomb-mcp-server
B 76 55 90 67 37 83 93
3661
dkmaker
A TypeScript-based MCP server that enables interaction with Azure Table Storage…
B 76 55 90 100 49 81 46
3662
ropon
mcp-server-v2ex Claim
B 76 54 80 62 N/A 42 95 91
3663
hadv
wisdomforge Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
B 76 55 94 56 51 81 88
3664
drdee
Memory MCP Claim 2
A Model Context Protocol server that allows users to store, retrieve, update, a…
B 76 55 85 100 N/A 40 90 47
3665
TommyBez
A server that enables querying the dbt Semantic Layer through natural language …
B 76 55 84 70 40 81 94
3666
OpenDataMCP
OpenDataMCP Claim 2
Connect any Open Data to any LLM with Model Context Protocol.
B 76 55 94 61 69 81 70
3667
dbsectrainer
Domain-specific MCP tooling for legal document workflows
B 76 44 63 N/A N/A 62 83 97
3668
xiaobenyang-com
smart-search Claim 1
Smart Search MCP is an intelligent search toolkit focused on the technology fie…
B 76 64 78 66 84 45 95 81
3669
aiurda
DevContext Claim 1
Provides persistent, project-centric context awareness for AI assistants using …
B 76 55 96 100 N/A 46 81 41
3670
LetsFG
LetsFG Claim
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
B 76 55 100 41 66 80 92
3671
eiondb
eion Claim
Shared Memory Storage for Multi-Agent Systems
B 76 54 92 43 N/A 49 95 93
3672
MaxwellCalkin
Provides access to satellite tracking data from N2YO, allowing users to query s…
B 76 55 94 100 43 81 42
3673
joelmnz
Enables AI agents to save, search, and manage markdown-based research articles …
B 76 55 100 37 66 81 95
3674
KevinRabun
An MCP server that provides access to FedRAMP 20x security requirements and con…
B 76 55 55 82 N/A 66 95 86
3675
peakmojo
A MCP server for accessing Zoom recordings and transcripts without requiring di…
B 76 55 85 71 40 80 94
3676
jaggederest
Reviewer MCP Claim
An MCP service that provides AI-powered development workflow tools including sp…
B 76 55 90 65 46 81 87
3677
VictoriaMetrics
mcp-vmanomaly Claim 2
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
B 76 54 69 66 N/A 73 83 94
3678
KazKozDev
Provides semantic editing tools for Markdown files, allowing structured manipul…
B 76 54 96 30 N/A 70 90 94
3679
Py2755
aiogram-mcp Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 54 69 63 N/A 80 83 92
3680
vancealexander
Enables users to create, edit, and manage PowerPoint presentations across Windo…
B 76 55 66 82 49 81 100
3681
scenic-contrib
Scenic MCP Claim 2
A Model Context Protocol server that enables AI-driven automation and testing o…
B 76 54 75 58 N/A 54 92 99
3682
Himanshu-Agg12
mcp-mysql-lens Claim
MCP server to connect MySQL DB for read-only queries. It offers accurate query …
B 76 55 90 56 47 81 98
3683
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3684
sparfenyuk
Youtube MCP Server Claim
Bridges YouTube API and AI assistants, enabling video analysis by downloading a…
B 76 55 80 65 51 80 100
3685
vish288
mcp-coda Claim 1
Enables AI assistants to interact with Coda docs, pages, tables, rows, formulas…
B 76 54 57 68 78 83 100
3686
bilhasry-deriv
Provides web accessibility analysis and color blindness simulation using axe-co…
B 76 55 84 100 N/A 42 95 42
3687
mvacaporale
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
B 76 54 90 61 N/A 27 90 99
3688
IzumiSy
MCP Memory Server with DuckDB backend
B 76 54 62 56 N/A 86 94 89
3689
Cleversoft-IT
This TypeScript-based MCP server allows users to manage and interact with a not…
B 76 54 94 55 N/A 38 90 91
3690
Ichigo3766
A MCP server that integrates with Stable Diffusion WebUI to provide text-to-ima…
B 76 55 81 72 45 78 96
3691
f
Enables users to check weather conditions using Open-Meteo's free API with GitH…
B 76 54 78 67 N/A 31 95 100
3692
dumyCq
Time MCP Server Claim 1
Provides time and timezone functionality for LLMs, enabling them to get current…
B 75 54 78 68 N/A 23 94 97
3693
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
3694
1Dark134
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, a…
B 75 55 80 62 N/A 50 80 100
3695
talknerdytome-labs
This MCP server enables AI assistants to automatically sync Google Sheets data …
B 75 55 90 66 37 80 91
3696
tosin2013
AI-powered architectural analysis server for software projects. Provides techno…
B 75 55 90 33 85 81 90
3697
Yuchen20
Memory-Plus Claim
A lightweight, local RAG memory store for MCP agents that enables recording, re…
B 75 54 76 55 N/A 55 95 90
3698
bradrisse
kanban-mcp Claim
Enables AI assistants to manage Planka kanban boards, including creating, updat…
B 75 55 88 100 27 95 41
3699
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
3700
munch-group
Ensembl MCP Server Claim 1
Provides access to the Ensembl genomics REST API with 30+ tools for genomic dat…
B 75 55 92 100 42 81 42
Showing 3651–3700 of 67181 servers
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