MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29562
Scored
2112
Verified
16952
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6301
TehilaTheStudent
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
B 72 54 66 72 N/A 32 84 100
6302
1uokun
Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…
B 72 54 72 67 N/A 24 95 89
6303
samihalawa
Enables email management through SMTP and IMAP protocols with support for sendi…
B 72 54 78 45 N/A 53 95 86
6304
ahmetenesdur
Fibrous MCP Server Claim
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
B 72 55 72 66 33 81 98
6305
jeffmm
NYTimes MCP Claim
Enables access to New York Times content through 5 specialized tools including …
B 72 55 74 68 45 81 87
6306
Zhwt
go-mcp-mysql Claim
B 72 54 66 51 N/A 66 87 95
6307
pigeek
AndroidTVMCP Claim 1
A Model Context Protocol server that enables AI assistants to control Android T…
B 72 54 81 31 N/A 53 95 99
6308
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
6309
taxfyle
FxKit MCP Server Claim
Provides comprehensive documentation, code examples, and implementation assista…
B 72 55 72 56 44 83 100
6310
avantifellows
Read-only MCP server that enables AI tools like Claude and Cursor to query the …
B 72 55 66 82 24 81 94
6311
dhkim0124
Anki MCP Server Claim 1
A Model Context Protocol server that bridges Claude AI with Anki flashcard app,…
B 72 54 73 45 N/A 51 89 99
6312
biocross
displaybuddy-mcp Claim 2
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness an…
B 72 54 61 62 N/A 50 87 99
6313
LuizDoPc
MCP RAG Server Claim 1
Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama f…
B 72 54 78 57 N/A 24 92 99
6314
ethancod1ng
Binance MCP Server Claim 2
A Model Context Protocol server that provides Claude Code with seamless access …
B 72 55 79 73 34 76 89
6315
web-agent-master
Provides real-time Google search capabilities to AI assistants like Claude, byp…
B 72 54 76 63 N/A 38 90 82
6316
KianSalem
griptape-mcp Claim
Provides AI assistants with direct access to official Griptape framework docume…
B 72 54 70 35 N/A 72 95 92
6317
martin-1103
GASSAPI MCP Server Claim
Enables AI assistants to manage API endpoints, environments, and testing workfl…
B 72 55 78 63 29 81 97
6318
marc-shade
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
B 72 55 94 53 28 81 89
6319
jiawang1
A stateless HTTP streaming MCP server built with Express that provides tools to…
B 72 54 78 41 N/A 40 95 98
6320
SilasReinagel
Slack Notify MCP Claim 1
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
B 72 55 63 72 42 81 97
6321
billster45
MCP server for Claude to talk to ChatGPT and use its web search capability.
B 72 55 73 70 21 82 100
6322
JavierDevCol
DevDocs MCP Server Claim
Provides AI models with direct access to documentation for over 600 technologie…
B 72 55 88 60 27 83 91
6323
sbfulfil
Provides access to PostgreSQL database schemas and metadata, allowing MCP-compa…
B 72 54 78 56 N/A 19 95 99
6324
westsideori
Cursor A11y MCP Claim 1
Provides accessibility testing capabilities through CLI, helping identify acces…
B 72 54 78 57 N/A 38 90 91
6325
guhcostan
Web Search MCP Claim
Enables web searching via DuckDuckGo and extracting readable content from any U…
B 72 55 70 61 54 80 92
6326
proerror77
A microservice that wraps Xiaohongshu (Little Red Book) API into a RESTful API …
B 72 55 80 71 18 82 97
6327
sondt2709
Docker MCP Claim
A tool that helps AI agents interact with Docker containers on local or remote …
B 72 54 66 58 N/A 39 95 99
6328
maorcc
gimp-mcp Claim
GIMP MCP server
B 72 54 78 36 N/A 59 95 94
6329
AriEncarnacion
A Cloudflare Workers-deployed MCP server that provides secure remote access to …
B 72 55 78 68 26 81 95
6330
trkbt10
A Model Context Protocol (MCP) server that provides TypeScript development tool…
B 72 54 84 55 N/A 24 95 90
6331
Gouliath1
Enables AI clients to track investment portfolios by retrieving positions, calc…
B 72 55 86 58 21 83 100
6332
oculairmedia
A Model Context Protocol server that enables management of Ghost blog content (…
B 72 55 81 68 23 81 93
6333
Scofieldkoh
AI Memory MCP Server Claim 1
A cross-platform MCP server providing persistent storage for AI assistants to s…
B 72 54 78 57 N/A 21 92 99
6334
alamedaim-apps
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
B 72 55 90 62 24 81 88
6335
yhai3596
Enables users to analyze, search, and export chat logs from various platforms t…
B 72 55 86 57 49 82 77
6336
fabian1710
MCP Intercom Server Claim 2
Provides access to Intercom conversations and chats through the Model Context P…
B 72 55 86 68 17 81 93
6337
mako10k
MCP-Confirm Claim 1
An MCP server implementing AI-user confirmation protocols, providing tools for …
B 72 55 75 100 46 81 43
6338
xiyuefox
Perplexity MCP Server Claim 1
MCP server that enables Claude to request chat completions with citations from …
B 72 55 78 65 39 80 91
6339
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
6340
jackedney
A bridge that provides AI assistants with access to WaniKani user data and func…
B 72 55 86 91 N/A 25 95 41
6341
jenova-marie
Enables intelligent querying of keyboard shortcuts for various operating system…
B 72 55 84 56 33 82 94
6342
wqhui
Enables AI clients to manage GitLab pipelines through natural language commands…
B 72 55 78 72 21 81 92
6343
sichang824
MCP Terminal Claim
A server that enables AI assistants to execute terminal commands and retrieve o…
B 72 55 66 58 66 80 90
6344
NeilKuo-opennet
Slack MCP Claim
A simple Model Context Protocol server for Slack integration that enables messa…
B 72 55 78 68 24 81 98
6345
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 55 84 100 42 82 37
6346
JeffChenWH
Enables AI assistants to deploy and manage static websites directly through Edg…
B 72 55 88 58 27 81 92
6347
sin4ch
Provides a fully playable Flappy Bird game that runs inline within AI chat clie…
B 72 55 78 60 30 83 97
6348
wllcnm
DingDing MCP Claim 1
A Model Control Protocol server that provides access to DingDing (Chinese workp…
B 72 55 72 68 29 80 100
6349
srcnysf
Clawslist MCP Server Claim 1
Enables AI agents to interact with the Clawslist marketplace to browse, create,…
B 72 55 84 63 27 82 94
6350
OtotaO
Provides tools for optimizing, fine-tuning, and deploying large language models…
B 72 55 90 100 20 81 44
Showing 6301–6350 of 46593 servers
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