MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4901
ReGenNow
regennexus-mcp Claim
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…
B 74 54 90 43 N/A 47 92 93
4902
Jij-Inc
Jij MCP Server Claim
A server that provides tools and utilities to support the implementation of Jij…
B 74 54 80 58 N/A 26 95 98
4903
kbhuw
MCP Template Claim
A template for building Model Context Protocol servers that allow AI assistants…
B 74 55 78 65 47 81 92
4904
ViralV00d00
Provides persistent memory capabilities for Claude Code using Neo4j graph datab…
B 74 55 96 60 24 82 95
4905
dpkirschner
Enables real-time monitoring of Seattle Fire Department incident data, allowing…
B 74 55 96 87 26 81 58
4906
oculairmedia
An MCP server implementation that enables interaction with the Letta API for ma…
B 74 55 79 63 78 81 70
4907
aidenlab
An MCP server that bridges AI clients with a frontend 3D visualization applicat…
B 74 55 63 75 45 82 100
4908
GatienBoquet
Jules MCP Server Claim
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
B 74 55 80 73 25 81 99
4909
AiAgentKarl
solana-mcp-server Claim
Solana blockchain data for AI agents — wallet balances, token prices, DeFi yiel…
B 74 44 66 N/A N/A 30 95 94
4910
mario-andreschak
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
B 74 55 78 62 44 80 98
4911
aplaceforallmystuff
mcp-threatintel Claim 3
Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker
B 74 55 90 83 N/A 65 63 61
4912
Augmented-Nature
Reactome MCP Server Claim 1
Model Context Protocol server for accessing Reactome pathway and systems biolog…
B 74 55 88 61 34 82 94
4913
edemal
Enables interaction with Overseerr media request management through natural lan…
B 74 55 86 66 24 81 100
4914
rmrfslashbin
MCP Server - Images Claim 1
A Model Context Protocol server that enables AI-powered image generation throug…
B 74 55 81 100 N/A 41 95 36
4915
xunxiing
AstrBot MCP Claim 1
Provides operational control and automation tools for AstrBot developers, enabl…
B 74 55 62 82 70 81 75
4916
ForceInjection
Enables intelligent Markdown document analysis including extracting table of co…
B 74 54 86 50 N/A 42 95 87
4917
eiabhiram
Monitors API endpoint health by checking availability, measuring response times…
B 74 54 80 62 N/A 21 95 100
4918
meshpop
vault Claim
Secret and credential management MCP — securely store, retrieve, manage API key…
B 74 54 94 41 N/A 47 90 93
4919
sunu-py-jp
Qiita MCP Server Claim
A comprehensive MCP server that enables AI to interact with all 68 functions of…
B 74 55 60 72 56 82 100
4920
zcaceres
gtasks-mcp Claim 2
An MCP server to Manage Google Tasks
B 74 55 75 62 48 80 99
4921
AnEntrypoint
Playread Claim
Enables Google search automation and web content extraction using Playwright. P…
B 74 55 94 60 24 81 98
4922
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
4923
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
4924
MediocreTriumph
Tmux MCP Server Claim
Enables programmatic control over tmux terminal sessions for SSH access, comman…
B 74 54 90 58 N/A 30 84 94
4925
phildougherty
Enables Claude to interact with Infracost for Terraform cost estimation and clo…
B 74 55 78 100 52 81 45
4926
maxim-ist
MCP Bear Claim
A Python-based MCP server that provides read and write access to Bear Notes on …
B 74 55 90 91 N/A 43 95 36
4927
windsornguyen
Integrates the Sonar API to provide Claude with real-time web-wide research cap…
B 74 55 80 63 41 81 96
4928
gesteves
Domestique Claim
Integrates with Intervals.icu, Whoop, and TrainerRoad to provide unified access…
B 74 55 96 41 42 83 100
4929
michelebergo
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
B 74 54 84 60 N/A 27 90 96
4930
ctk03272
Korean Stock MCP Claim
Provides access to Korean stock market data, including stock listings, daily hi…
B 74 54 86 58 N/A 30 94 90
4931
roampal-ai
roampal-core Claim 2
Outcome-based persistent memory for AI coding tools.
B 74 54 90 28 N/A 69 95 88
4932
list91
MCP CopyQ Server Claim
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
B 74 55 78 74 N/A 21 95 88
4933
yywdandan
MCP protocol server for managing multi-project Markdown documents, supporting p…
B 74 55 86 58 40 81 94
4934
engineers-hub-ltd-in-house-project
Minimal MCP Claim
A basic educational MCP server that provides simple tools for mathematical calc…
B 74 54 90 50 N/A 23 95 100
4935
apridachin
Kagi MCP Server Claim 1
Allows the use of Kagi's API for web searching and content enrichment through m…
B 74 55 90 66 40 80 85
4936
gurdasnijor
Basic MCP Server Claim
A minimal Model Context Protocol server demonstrating basic MCP capabilities wi…
B 74 54 74 51 N/A 45 95 100
4937
NOVA-3951
Parcel API Claim
Allows users to see their upcoming and active deliveries, or add new deliveries…
B 74 54 72 67 N/A 32 92 97
4938
nsxdavid
Connect your AI models to your favorite SurrealDB database, and let the LLMs do…
B 74 55 78 63 55 76 94
4939
chenxiaoyao6228
Enables interaction with the Anki desktop app for spaced repetition learning. S…
B 74 54 72 61 N/A 39 95 98
4940
arianlopezc
Trabuco Claim
Generate and manage production-ready Java multi-module Maven projects via AI co…
B 74 54 88 45 N/A 53 90 88
4941
dayal-arnav05
Enables natural language interactions with Salesforce, allowing users to query …
B 74 55 86 56 51 81 91
4942
devabdultech
Adds powerful Hacker News integration to LLM clients, allowing users to access …
B 74 55 86 58 40 81 98
4943
danohn
Domainr MCP Server Claim
Enables domain name search, availability checking, and registration URL retriev…
B 74 55 84 58 44 80 95
4944
femto
Chrome MCP Server Claim
Enables AI assistants to control and automate your Chrome browser directly, lev…
B 74 54 78 41 N/A 71 95 89
4945
geored
Lumino Claim
About AI/ML-powered diagnostic engine for SRE Observability on Konflux and Open…
B 74 54 88 31 N/A 58 90 100
4946
larksuite
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
B 74 55 68 63 79 80 82
4947
nervpeng
HeaderHawk Claim
An advanced email security analysis MCP server for real-time phishing detection…
B 74 55 86 51 52 81 96
4948
meanands
MCP Server that provides up-to-date documentation for npm packages by fetching …
B 74 55 78 58 49 80 100
4949
elegroag
Provides access to Backbone.js documentation chapters as readable resources and…
B 74 54 68 60 N/A 58 92 90
4950
radireddy
GitHub MCP Server Claim
Enables AI agents to analyze employee GitHub activity including PRs, code revie…
B 74 55 84 72 27 81 90
Showing 4901–4950 of 30006 servers
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