MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10851
kukapay
web3-jobs-mcp ⚡ Claim 1
An MCP server that provides AI agents with real-time access to curated Web3 job…
C 64 5⁄5 ◉ ⏳ 61 45 — 38 82 91
10852
chukfinley
DroidRun MCP Server ⚡ Claim 1
Enables text-based control of Android devices through Claude Code using accessi…
C 64 5⁄4 ◉ ⏳ 54 35 N/A 42 92 100
10853
minhalvp
Android MCP Server ⚡ Claim 1
A server enabling programmatic control over Android devices through ADB, provid…
C 64 5⁄4 ◉ ⏳ 72 22 N/A 49 82 98
10854
ruudmens
Koppla ⚡ Claim
Enables managing Active Directory users, groups, and computers using natural la…
C 64 5⁄4 ◉ ⏳ 78 46 N/A 41 90 57
10855
tschoonj
Enables users to search and retrieve package repository information from Repolo…
C 64 6⁄4 ◉ ⏳ 78 61 0 67 92 91
10856
sonicaj
Provides optimized documentation and API patterns from the TrueNAS middleware r…
C 64 5⁄5 ◉ ⏳ 84 26 — 21 81 96
10857
MGS-sails
MGnify MCP Server ⚡ Claim
Enables interaction with MGnify metagenomics resources and tools through the Mo…
C 64 5⁄5 ◉ ⏳ 62 71 — 22 81 72
10858
1049861657
A modular dynamic API server based on the MCP protocol that provides rich tool …
C 64 5⁄5 ◉ ⏳ 66 100 — 28 76 36
10859
NINGyv179
MCP-FEISHU Claim
A microservice control plane server that fetches API information from Feishu Op…
C 64 5⁄5 ◉ ⏳ 60 71 — 23 81 77
10860
zhangzhefang-github
MCP Add Server ⚡ Claim
A minimal Model Context Protocol server that provides a simple add(a, b) tool f…
C 64 5⁄5 ◉ ⏳ 54 82 — 48 83 46
10861
adriangrahldev
An enhanced Model Context Protocol server providing comprehensive integration b…
C 64 5⁄5 ◉ ⏳ 72 82 — 49 81 27
10862
wr-web
ArXiv MCP Server ⚡ Claim
Enables AI assistants to search and access arXiv papers through a Model Context…
C 64 5⁄5 ◉ ⏳ 78 74 — 39 81 36
10863
ElSrJuez
Provides long-term memory for chatbots through a TinyDB-backed MCP server. Enab…
C 64 5⁄5 ◉ ⏳ 68 27 — 42 81 100
10864
Symfomany
Enables management of culinary recipes through web scraping from sites like Mar…
C 64 5⁄5 ◉ ⏳ 60 45 — 30 81 98
10865
argia-andreas
Linear MCP Server ⚡ Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 5⁄5 ◉ ⏳ 68 70 — 25 81 66
10866
Milesy1
AbletonMCP ⚡ Claim 1
Connects Claude AI to Ableton Live through the Model Context Protocol, enabling…
C 64 5⁄5 ◉ ⏳ 60 82 N/A 44 95 27
10867
despinozap
Enables interaction with Google Calendar services through the Model Context Pro…
C 64 5⁄5 ◉ ⏳ 56 55 — 29 82 91
10868
3rzy
Make MCP Server ⚡ Claim 1
An integration server that allows Claude Desktop to communicate with Make (form…
C 64 5⁄4 ◉ ⏳ 66 43 N/A 18 91 93
10869
x51xxx
codex-mcp-tool ⚡ Claim
MCP server that connects your IDE or AI assistant to Codex CLI for code analysi…
C 64 6⁄4 ◉ ⏳ 84 70 0 68 95 71
10870
Oanakiaja
A chrome extension bridge that allows you to connect to a mcp server to use glo…
C 64 5⁄4 ◉ ⏳ 64 22 N/A 49 95 90
10871
leosebben
mcp-meupc ⚡ Claim 2
An MCP server for searching PC components and comparing prices across Brazilian…
C 64 5⁄5 ◉ ⏳ 51 52 — 74 82 66
10872
jogcruz
A Model Context Protocol server that allows execution of SOQL queries and inter…
C 64 5⁄5 ◉ ⏳ 51 66 — 28 69 100
10873
chylove1982
An MCP server that enables file transmission, voice message processing, and voi…
C 64 5⁄4 ◉ ⏳ 57 48 N/A 38 84 89
10874
mikeyny
Enables users to generate images from text prompts using Replicate's model, wit…
C 64 5⁄5 ◉ ⏳ 54 61 — 24 80 96
10875
lininn
Enables AI assistants to review GitLab merge requests by fetching diffs, analyz…
C 64 5⁄5 ◉ ⏳ 54 42 — 45 81 98
10876
beedev
simple-ai-provenance ⚡ Claim 2
An MCP server that tracks AI prompts in Claude Code and automatically annotates…
C 64 5⁄4 ◉ ⏳ 57 48 N/A 27 90 90
10877
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 5⁄5 ◉ ⏳ 73 35 — 27 80 97
10878
Traia-IO
Enables AI agents to interact with the Nager MCP UI API through standardized Mo…
C 64 5⁄5 ◉ ⏳ 68 41 — 27 82 95
10879
thedtvn
MBBank MCP Server ⚡ Claim
MCP server that provides monitoring and analytics capabilities for MBBank accou…
C 64 5⁄5 ◉ ⏳ 56 35 — 66 81 90
10880
santosh-ksharma
Weather MCP Server ⚡ Claim
Provides weather forecast and alert information from the National Weather Servi…
C 64 5⁄4 ◉ ⏳ 64 33 N/A 25 92 100
10881
featherflow
BitScale MCP Server ⚡ Claim 1
Connects your BitScale workspace to Claude, allowing you to manage grids, fetch…
C 64 5⁄5 ◉ ⏳ 54 40 — 48 82 100
10882
melvi24
Enables AI clients like Cursor and Claude Desktop to interact with the MelviCha…
C 64 5⁄4 ◉ ⏳ 66 41 N/A 22 87 97
10883
ecfaria
Todoist MCP Server ⚡ Claim 1
Enables Claude to manage Todoist tasks and projects, including creating, listin…
C 64 6⁄4 ◉ ⏳ 85 73 0 45 83 95
10884
kukapay
memecoin-radar-mcp ⚡ Claim
Real-time radar for Solana memecoins, Pump.fun launches, and KOL trades.
C 64 5⁄5 ◉ ⏳ 60 46 — 40 80 93
10885
ConectcarData
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
C 64 5⁄5 ◉ ⏳ 72 43 — 19 81 95
10886
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 5⁄5 ◉ ⏳ 64 26 — 57 82 93
10887
payelink
paylink Claim
A payment framework that helps developers easily integrate payments into their …
C 64 6⁄4 ◉ ⏳ 90 68 0 42 95 86
10888
gimjin
Message MCP ⚡ Claim
Real-time push notifications and alert sounds free you from staring at the scre…
C 64 6⁄4 ◉ ⏳ 72 68 0 61 95 94
10889
EmjayAhn
Enables conversation history sharing between ChatGPT and Claude with secure mul…
C 64 5⁄5 ◉ ⏳ 78 62 — 26 81 57
10890
JulesLiu390
Amadeus-QQ-MCP ⚡ Claim 1
An MCP server that enables AI clients to send and receive QQ messages through N…
C 64 5⁄4 ◉ ⏳ 51 41 N/A 46 90 94
10891
sunub
Search your Obsidian vault to quickly find notes by title or keyword, summarize…
C 64 6⁄6 ◉ ⏳ 90 65 0 70 81 84
10892
tuncer-byte
CURSOR25X ⚡ Claim 1
An interactive task loop MCP server for Cursor IDE that enables continuous web …
C 64 5⁄4 ◉ ⏳ 66 27 N/A 44 90 94
10893
reklis
Enables AI agents to interact with Google Analytics 4 data, providing tools for…
C 64 5⁄5 ◉ ⏳ 68 22 — 50 82 100
10894
theYahia
getcourse-mcp ⚡ Claim 2
MCP server for GetCourse API -- users, deals.
C 64 4⁄4 ◉ ⏳ 47 N/A N/A 58 95 58
10895
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 5⁄4 ◉ ⏳ 54 58 N/A 20 95 86
10896
nitvob
Weather MCP Server ⚡ Claim
Provides real-time weather forecasts and alerts for US locations using the Nati…
C 64 5⁄5 ◉ ⏳ 72 28 — 30 83 100
10897
quintana1308
MCP MariaDB Server ⚡ Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 5⁄5 ◉ ⏳ 66 38 — 39 81 96
10898
lmorchard
Provides access to Brian Eno and Peter Schmidt's Oblique Strategies card deck t…
C 64 5⁄5 ◉ ⏳ 70 31 — 31 84 99
10899
Pratyay
mac-monitor-mcp ⚡ Claim 1
Identifies resource-intensive processes on macOS and provides performance impro…
C 64 5⁄4 ◉ ⏳ 60 40 N/A 30 90 96
10900
renanlido
A Middleware/Control Plane server that allows AI code agents to securely execut…
C 64 5⁄4 ◉ ⏳ 66 38 N/A 18 95 94
Showing 10851–10900 of 69093 servers
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