MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10901
Nick2611
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 64 55 48 70 27 84 85
10902
ZubeidHendricks
OneNote MCP Server Claim
Enables AI language models to interact with Microsoft OneNote via a standardize…
C 64 55 48 65 23 81 100
10903
ejfox
Enable AI assistants to search, play, and control Spotify tracks and playlists …
C 64 55 39 100 N/A 22 81 67
10904
FlexLoopy
Enables AI agents to crawl, access, and analyze WeChat Official Account article…
C 64 54 66 31 N/A 45 94 80
10905
robcerda
Connects Claude to the SportRadar MLB API to access real-time baseball data inc…
C 64 55 74 35 23 82 98
10906
shinichi-takayanagi
A server that connects to the Health Planet API to fetch and provide weight mea…
C 64 55 60 60 49 80 70
10907
belljustin
Enables creating Spotify playlists based on text descriptions by connecting Cur…
C 64 55 66 35 40 81 95
10908
PhialsBasement
A Model Context Protocol server that enables Claude to perform web research by …
C 64 64 85 60 0 53 88 100
10909
NINGyv179
MCP-FEISHU Claim
A microservice control plane server that fetches API information from Feishu Op…
C 64 55 60 71 23 81 77
10910
chylove1982
An MCP server that enables file transmission, voice message processing, and voi…
C 64 54 57 48 N/A 38 84 89
10911
ZyrticX
N8N MCP Server Claim
Enables Claude Desktop to integrate with n8n workflow automation platform throu…
C 64 55 72 42 21 81 97
10912
Big0290
MCP Agent Tracker Claim
Automatically tracks and logs all client-agent conversations in real-time witho…
C 64 55 78 31 23 81 100
10913
Y4NN777
DevLens MCP Claim
An open-source MCP server that provides AI assistants with structured, token-ef…
C 64 55 72 37 29 80 97
10914
jeffkit
Provides tools for AI agents to take timed rest breaks and vent their thoughts …
C 64 55 84 95 21 81 17
10915
dev-ithitchhiker
A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro C…
C 64 55 70 32 50 81 86
10916
sunub
Search your Obsidian vault to quickly find notes by title or keyword, summarize…
C 64 66 90 65 0 70 81 84
10917
wangicheng
Provides tools for AI agents to interact with the Orange Juice Online Judge API…
C 64 55 60 40 48 80 92
10918
sbmagar13
A Model Context Protocol server that enables AI assistants to programmatically …
C 64 55 61 41 41 81 95
10919
NgoQuocViet2001
Enables reading and extracting structured data from Google Docs and Sheets, inc…
C 64 55 72 40 27 82 92
10920
gimjin
Message MCP Claim
Real-time push notifications and alert sounds free you from staring at the scre…
C 64 64 72 68 0 61 95 94
10921
lienhage
Blockchain MCP Server Claim 2
A Model Context Protocol server providing Ethereum blockchain tools, including …
C 64 55 57 62 25 76 91
10922
flycun
Enables AI models to retrieve user geolocation information using EdgeOne Pages …
C 64 55 66 30 39 82 100
10923
pipeworx-io
sec Claim
SEC MCP — SEC EDGAR public APIs (free, no auth)
C 64 55 90 0 47 81 100
10924
martinfrasch
ResearchTwin Claim
Federated research discovery with S-Index metrics across a network of digital t…
C 64 64 76 72 0 39 95 100
10925
chuljung
A starter project designed to quickly build and deploy Model Context Protocol (…
C 64 54 60 72 N/A 32 89 56
10926
ashwin2912
A Model Context Protocol server that enables AI assistants to interact with Sal…
C 64 54 65 43 N/A 21 95 86
10927
cryppadotta
Wizzypedia MCP Server Claim 2
A Model Context Protocol server that enables searching, reading, and editing wi…
C 64 55 69 91 28 78 40
10928
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
10929
tedfytw1209
Manages EVE Online fleets via SSO authorization, inspecting composition, organi…
C 64 54 57 43 N/A 54 80 89
10930
SLdragon
Enables creating and managing user profiles with interactive elicitation capabi…
C 64 55 68 58 27 80 77
10931
stevennevins
MCP Server Template Claim 1
A TypeScript-based template for developing Model Context Protocol servers with …
C 64 55 78 56 22 81 68
10932
stucchi
db-mcp-server Claim 1
A multi-database MCP server supporting MySQL, PostgreSQL, MongoDB, and SQLite w…
C 64 54 72 40 50 61 97
10933
dhippley
Enables exploration and analysis of Azure infrastructure by querying Azure Reso…
C 64 55 78 35 23 81 93
10934
mrseanchow
Cowsay MCP Server Claim
Enables language models to generate fun ASCII art featuring cows and other char…
C 64 66 90 62 0 59 74 100
10935
ConectcarData
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
C 64 55 72 43 19 81 95
10936
EricGrill
MCP Bitcoin CLI Claim 2
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
C 64 55 68 46 29 80 90
10937
SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical wea…
C 64 55 66 36 34 82 99
10938
jon-fox
Agentic-Investor Claim
Provides comprehensive financial analysis and real-time market data including s…
C 64 55 68 63 48 81 55
10939
StevenWangler
MCP Memory Server Claim 1
A Model Context Protocol server that provides knowledge graph-based persistent …
C 64 55 63 82 46 81 40
10940
atishayjn
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
C 64 55 60 40 42 82 94
10941
code-wgl
Production-ready MCP server that integrates OpenAI API with extensible tool sup…
C 64 55 66 82 26 81 51
10942
james116blue
Incident forensic with log files analyzing
C 64 54 62 38 N/A 31 95 91
10943
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 55 64 26 57 82 93
10944
pro-gramming
A Python-based MCP server that provides real-time weather information using the…
C 64 55 72 28 39 81 100
10945
Traia-IO
Enables AI agents and LLMs to interact with the ICON MCP v104 API through stand…
C 64 55 68 43 24 80 100
10946
elieworkspace
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
C 64 54 54 43 N/A 22 95 99
10947
ysm1026
Cinema Scheduler Claim 1
An MCP server that scrapes movie theater schedules from eiga.com to provide mov…
C 64 54 69 43 N/A 35 95 68
10948
melvi24
Enables AI clients like Cursor and Claude Desktop to interact with the MelviCha…
C 64 54 66 41 N/A 22 87 97
10949
gwbischof
outsource-mcp Claim
Give your AI assistant its own AI assistants. For example: "Could you ask opena…
C 64 55 68 30 43 80 100
10950
RapidoCloud
MCP Force Claim
Enables AI agents to interact with Salesforce organizations through natural lan…
C 64 55 96 53 49 81 27
Showing 10901–10950 of 66495 servers
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