MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29617
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8901
MikeyBeez
MCP Reminders Claim
A simple system that allows Claude to leave and manage notes for itself across …
C 68 55 84 75 N/A 26 95 41
8902
misbahsy
Provides powerful video and audio editing capabilities through FFmpeg, enabling…
C 68 55 78 31 49 81 99
8903
ananddtyagi
Copy-Paste MCP Claim 1
A Model Context Protocol server that provides a tool for extracting specific li…
C 68 55 47 100 N/A 46 95 42
8904
rftsngl
Track SpaceX’s latest and upcoming launches. Fetch company information to add c…
C 68 54 72 33 N/A 40 95 95
8905
XGINKKK
Outlet das Cores CRM Claim 1
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
C 68 55 72 60 32 74 94
8906
xucodeboy
Provides comprehensive MySQL database operations including CRUD, performance op…
C 68 55 78 45 45 81 84
8907
BhavinPatel04
Weather MCP Server Claim
Provides access to National Weather Service (NWS) data, enabling users to retri…
C 68 55 68 100 42 81 37
8908
ebhattad
nfl-mcp Claim 2
An MCP server that provides access to over 12 years of NFL play-by-play data th…
C 68 54 63 30 N/A 65 92 94
8909
gts360
Django MCP Server Claim 1
An implementation of the Model Context Protocol for Django that enables AI agen…
C 68 55 72 60 59 81 62
8910
itsuzef
AbletonMCP Enhanced Claim 1
Connects Ableton Live to AI assistants through Model Context Protocol (MCP), en…
C 68 54 78 33 N/A 46 89 90
8911
ToKiDoO
Provides AI agents with complete web search, crawling, and RAG capabilities thr…
C 68 55 88 31 43 81 91
8912
overstarry
qweather-mcp Claim
a qweather mcp server
C 68 54 54 68 N/A 33 83 98
8913
gendosu
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 68 55 92 65 46 81 41
8914
fireproof-storage
Fireproof ledger database with multi-user sync
C 68 55 80 50 25 80 96
8915
hugobiais
Wordware MCP Server Claim 1
A Model Context Protocol server implementation that integrates Wordware flows a…
C 68 54 77 35 N/A 40 95 85
8916
HeTalksInMaths
ToGMAL MCP Server Claim
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
C 68 54 96 33 N/A 22 95 80
8917
appdevlpr
Enables Large Language Models to connect to various real-world applications thr…
C 68 55 94 31 24 81 98
8918
FreeRiverHouse
AbletonMCP Claim
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
C 68 54 66 35 N/A 48 90 100
8919
MCP-100
A TypeScript-based MCP server that fetches real-time stock market data and comp…
C 68 55 80 100 20 80 39
8920
xinmu-wyb
Enables AI assistants to intelligently fetch, parse, search, and rank resumes f…
C 68 55 72 56 25 81 94
8921
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
8922
paulbennet
AFK Mode Claim 1
An MCP server that bridges VS Code Copilot to your mobile device, allowing you …
C 68 54 45 70 N/A 32 95 96
8923
benpeke
Provides tools to create, update, delete, and search catalog items through the …
C 68 55 72 68 22 78 90
8924
andrewstephenson-v1
Azure Assistant MCP Claim 2
Enables natural language exploration of Azure environments by generating and ex…
C 68 55 68 91 36 80 51
8925
Sugatraj
BrowserTools MCP Claim
A browser monitoring and interaction tool that enables AI applications to captu…
C 68 54 60 43 N/A 45 95 96
8926
DevarshKumbhare
Kafka MCP Server Claim
Enables interaction with Apache Kafka topics, allowing users to publish message…
C 68 55 60 58 41 81 97
8927
gkzhb
Connect to your Crawl4AI docker API server.
C 68 55 62 63 46 81 84
8928
jwaresolutions
Polygon MCP Server Claim 1
A Model Context Protocol server that enables users to interact with Polygon.io …
C 68 55 63 66 22 81 99
8929
stephenballot-ai
legacy-shield Claim 1
Zero-knowledge encrypted vault for AI agents. EU-hosted persistent storage.
C 68 54 66 72 N/A 35 81 80
8930
b1997oct
Provides tools for managing todo lists, checking weather, and accessing user in…
C 68 55 78 41 35 80 100
8931
taskhub-sh
Enables AI agents to interact with terminal-based TUI applications by capturing…
C 68 54 66 41 N/A 44 95 93
8932
obrien-matthew
Tarkov MCP Server Claim
Provides comprehensive access to Escape from Tarkov game data, including item s…
C 68 55 84 27 42 83 97
8933
Nexlab-One
Provides LLMs with comprehensive knowledge about the V programming language, in…
C 68 54 80 36 N/A 24 95 94
8934
sriharsha-inthub
A demonstration MCP server that provides calculator functionality through both …
C 68 54 62 65 N/A 21 90 94
8935
samcfinan
Linear MCP Server Claim 1
Facilitates project management with the Linear API via the Model Context Protoc…
C 68 55 60 72 19 80 99
8936
shunseven
mocxykit Claim
This is an Frontend development service middleware that can be used with webpac…
C 68 54 82 41 N/A 48 95 68
8937
hoihosick
Enables forensic analysis of Windows notification databases (wpndatabase.db) fr…
C 68 54 72 53 N/A 21 90 91
8938
tatn
This server provides a tool to generate unified diffs between two text strings,…
C 68 55 78 83 38 81 47
8939
jayluxferro
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulne…
C 68 54 66 43 N/A 33 95 98
8940
johnkimdw
Integrates with Freesound.org to enable searching, discovering, and previewing …
C 68 55 76 47 41 80 89
8941
mcieunic
Hybris MCP Server Claim 1
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
C 68 55 78 57 27 69 97
8942
pHequals7
A Model Context Protocol server that wraps the Tracxn REST API, providing a sta…
C 68 55 77 100 22 81 37
8943
GtOkAi
Enables persistent memory and semantic search for development workflows with hi…
C 68 55 88 41 39 82 81
8944
ragingwind
A server that enables browser-based local LLM inference using Playwright to aut…
C 68 54 62 61 N/A 18 95 93
8945
Diae-Louali
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through standard SQL o…
C 68 55 78 41 39 81 96
8946
Ryan0204
github-repo-mcp Claim 1
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
C 68 55 66 66 51 80 72
8947
Xuanwo
mcp-server-opendal Claim 1
Access any storage with Apache OpenDAL™
C 68 55 68 33 64 80 100
8948
hyperb1iss
lucidity-mcp Claim
Enhance AI-generated code quality through intelligent, prompt-based analysis ac…
C 68 54 70 40 N/A 47 90 91
8949
FelipeCararo
Provides weather information for the United States through the Model Context Pr…
C 68 54 54 61 N/A 27 94 100
8950
cbunting99
Kiro MCP Memory Claim
An enhanced MCP server that provides intelligent memory and task management for…
C 68 54 70 33 N/A 41 95 100
Showing 8901–8950 of 47923 servers
« Prev 1 177 178 179 180 181 959 Next »