MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13901
pinzonjulian
An MCP server that provides access to up-to-date Stimulus JS documentation dire…
C 56 55 45 27 26 80 100
13902
YusukeYajima
karte-datahub-mcp Claim 1
Enables AI assistants to securely query and analyze KARTE event data via BigQue…
C 56 55 54 52 27 82 55
13903
stayce
icf-mcp Claim 1
WHO ICF classification codes for health and disability. Lookup, search, browse …
C 56 66 76 57 0 45 80 78
13904
rajnandan1
Enables interaction with over 2,800 APIs and applications through Pipedream's C…
C 56 66 78 70 0 24 81 75
13905
jamescalam
Provides an MCP server for scraping and retrieving data from GitHub Projects, i…
C 56 55 42 66 21 76 69
13906
WinstonFassett
Sonos MCP Server Claim
A server that allows you to control and interact with Sonos devices on your net…
C 56 55 48 27 22 81 100
13907
dudu1111685
Telegram MCP Agent Claim
Enables AI assistants to operate as remote workers through Telegram, creating a…
C 56 55 42 41 21 81 93
13908
vuluu2k
Transforms a GitHub repository into a structured personal brain for AI to manag…
C 56 55 68 0 35 81 96
13909
Papasmurf79
A beginner-friendly collection of MCP server implementations demonstrating calc…
C 56 55 60 15 22 84 97
13910
paolobietolini
gtm-mcp-server Claim 1
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once…
C 56 64 73 10 0 73 92 99
13911
obisagno
Apple MCP Claim
Enables AI interaction with native macOS applications including Messages, Notes…
C 56 66 78 37 0 48 76 98
13912
parishwolfe
Enables AI agents to explore and query a mock e-commerce store's data including…
C 56 55 48 27 25 81 100
13913
c1r5
A demonstration project that implements a Model Context Protocol (MCP) server w…
C 56 55 48 32 21 81 96
13914
piexl
CAD-MCP Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
C 56 54 54 27 N/A 21 95 80
13915
CodeByWaqas
Weather MCP Server Claim 1
An MCP server that provides real-time weather information including temperature…
C 56 55 45 22 41 82 94
13916
c4pt0r
mcp-server-tidb Claim
TiDB database integration with schema inspection and query capabilities
C 56 55 54 22 40 69 98
13917
FromZero2One
Demo MCP Server Claim
A demonstration MCP server built with FastMCP that provides basic mathematical …
C 56 55 42 35 27 81 94
13918
Mieluoxxx
Things MCP Server Claim
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
C 55 64 72 63 0 46 95 50
13919
callwallagent
Enables AI agents to make real-world phone calls with AI voice technology and p…
C 55 66 54 65 0 30 82 99
13920
Aas-ee
OpenWebSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 66 76 10 0 79 82 99
13921
hey-jian-wei
JianYing MCP Claim
Enables AI assistants to create and edit professional videos through natural la…
C 55 55 48 38 27 81 80
13922
Sameernayeema8
Pokemon MCP Server Claim 1
Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon …
C 55 55 48 32 27 84 83
13923
najva-ai
Zoekt MCP Server Claim 1
An MCP server that provides code search capabilities for AI tools and LLMs usin…
C 55 55 53 33 45 81 64
13924
dbf100
Plaud MCP Server Claim
Enables AI assistants to access Plaud Note recordings, providing direct access …
C 55 54 60 0 N/A 25 91 100
13925
jethroHuang
Fetch API MCP Server Claim 1
A Model Context Protocol server that enables sending customizable HTTP requests…
C 55 55 45 82 N/A 23 95 18
13926
aiopinions
A production-ready Model Context Protocol server implementation that connects A…
C 55 55 48 25 37 82 85
13927
antidump
AURA MCP Server Claim
Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfol…
C 55 66 84 43 0 24 81 95
13928
chendaleiQ
MCP Server Claim
A modular server based on Model Context Protocol (MCP) that provides weather qu…
C 55 55 60 71 23 81 27
13929
Galiusbro
AI Ops Hub Claim 3
An MCP server with RAG capabilities that provides AI clients secure access to l…
C 55 55 57 50 28 76 56
13930
Lykhoyda
ask-ollama Claim 2
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
C 55 54 75 0 N/A 75 89 39
13931
Aiden-Jeon
An MCP server that provides sentiment analysis functionality using TextBlob, al…
C 55 54 47 23 N/A 19 95 86
13932
ecovacs-ai
Ecovacs MCP Server Claim
A control server that enables AI assistants to interact with Ecovacs robot vacu…
C 55 66 54 65 0 36 81 94
13933
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables executing and interacting with JMe…
C 55 54 33 38 N/A 19 91 92
13934
McKhanster
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
C 55 55 48 25 19 81 98
13935
trose
Enables searching for ICE detainee locations using AI-powered natural language …
C 55 64 60 38 0 60 95 84
13936
kjozsa
Git MCP Claim 2
MCP server for managing Git operations on local repositories, allowing users to…
C 55 54 47 23 N/A 13 95 92
13937
bbl21
CST MCP Claim 1
An MCP server that integrates CST Studio Suite with the Model Context Protocol …
C 55 54 39 36 N/A 27 95 78
13938
daniel347x
Integrates WorkFlowy's outline and task management capabilities with LLM applic…
C 55 66 72 37 0 48 81 94
13939
YuHuanHsu
A Cloudflare Workers-based service that enables intelligent searching, automati…
C 55 66 84 46 0 18 81 92
13940
crebish
MCP Server Claim
A remote Model Context Protocol server that enables AI assistants to interact w…
C 55 66 86 36 0 27 81 98
13941
rioriost
AGE-MCP-Server Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 55 66 71 26 0 66 81 95
13942
truongducthuan
A full-featured bookstore MCP server with 6 tools for searching books, managing…
C 55 66 60 65 0 26 81 94
13943
blackboxprojects
A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for …
C 55 55 48 28 21 81 96
13944
jlmelis
Sanity MCP Server Claim 2
An MCP server that enables Claude Desktop to interact with Sanity.io content, p…
C 55 55 53 32 19 81 87
13945
posidron
PowerShell MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to execute PowerShel…
C 55 55 45 82 N/A 25 80 29
13946
minji337
MCP Slack Python Claim 1
An MCP server that enables interaction with Slack workspaces through tools for …
C 55 55 39 62 30 81 58
13947
Traia-IO
Provides access to the Nager Public Holiday API, enabling AI agents to retrieve…
C 55 55 68 0 27 78 98
13948
jdanas
Provides tools to search and retrieve Unsloth AI documentation, including quick…
C 55 55 48 28 16 81 100
13949
wangx-wx
Yuque MCP Server Claim
Enables searching and retrieving detailed document content from the Yuque platf…
C 55 66 54 67 0 36 80 93
13950
ag2-mcp-servers
An MCP server that enables interaction with OnSched's consumer-facing appointme…
C 55 55 45 56 21 83 64
Showing 13901–13950 of 57160 servers
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