MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6801
hyperb1iss
droidmind Claim
Control Android devices with AI through MCP, enabling device control, debugging…
B 71 54 72 36 N/A 76 92 85
6802
Raffay0177
Provides weather information through MCP tools integrated with a FastAPI backen…
B 71 54 78 56 N/A 19 95 95
6803
PyneSys
An MCP server to inject auto-approve MCP functionality into Claude Desktop
B 71 54 72 36 N/A 57 89 100
6804
lecigarevolant
arXiv Papers Claim
Search arXiv by title, author, or keywords to quickly find relevant papers. Ret…
B 71 55 90 36 N/A 44 81 100
6805
CoderGamester
mcp-unity Claim 1
MCP Server for Unity3d Game Engine integration for game development
B 71 54 73 33 N/A 69 95 87
6806
solclaimer
An MCP server that enables AI assistants to analyze Solana wallets for empty or…
B 71 55 63 57 56 80 98
6807
tizee
Unix Manual Server Claim 1
Provides Unix command documentation directly within Claude conversations, allow…
B 71 55 66 71 37 78 97
6808
5ajaki
Safe MCP Server Claim 2
An MCP server that enables interaction with Safe (formerly Gnosis Safe) smart c…
B 71 55 81 58 39 82 89
6809
bivex
Analyzes software licenses using Scancode data to help users identify problemat…
B 71 54 84 56 N/A 33 87 85
6810
ajitpratap0
GoSQLX Claim
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction,…
B 71 66 60 35 72 92 84 96
6811
Connectry-io
Free certification prep for the Claude Certified Architect exam by Connectry LA…
B 71 54 96 0 N/A 71 92 99
6812
vog01r
Enables managing Google Cloud Platform infrastructure through natural language,…
B 71 55 90 51 28 81 92
6813
Alfex4936
kospell Claim
한글 MCP (글자 수 세기, 맞춤법 오류, 로만화) Korean lang mcp
B 71 54 56 57 N/A 52 95 95
6814
cfsandoval
An MCP server that enables LLMs to interact with the Moodle platform to manage …
B 71 55 63 68 41 81 100
6815
infinyte
A unified API server that enables interaction with multiple AI model providers …
B 71 55 78 56 35 80 99
6816
andrewszk
AI agent payment security - spending limits, whitelists, and human approval.
B 71 54 72 67 N/A 32 83 94
6817
el95149
Enables AI assistants to search for files and content across the file system us…
B 71 54 76 58 N/A 49 95 68
6818
halans
A local MCP server that allows AI systems to search and retrieve information fr…
B 71 55 54 100 N/A 29 95 64
6819
kstonekuan
Enables Claude Code to send notifications to Discord channels via webhooks when…
B 71 55 72 62 46 81 91
6820
ytzlax
Firebase Realtime Database
B 71 54 66 65 N/A 43 89 89
6821
mjpitz
RFC MCP Server Claim 2
An MCP server that enables programmatic access to IETF RFC documents, allowing …
B 71 55 75 100 42 83 40
6822
bitscorp-mcp
A Node.js server that enables video manipulation through natural language reque…
B 71 54 54 68 N/A 34 95 100
6823
bahfahh
A simple server that provides basic mathematical operations (sum and subtractio…
B 71 55 84 58 23 81 98
6824
cottongeeks
ytt-mcp Claim 1
An MCP server designed to fetch transcripts for YouTube videos. It enables AI t…
B 71 55 59 61 54 81 100
6825
vivalalova
A TypeScript-based MCP server that enables users to manage text notes and gener…
B 71 54 78 55 N/A 20 90 100
6826
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
6827
jeongsukwak
mcp-server Claim
B 71 54 66 72 N/A 32 91 85
6828
dylangroos
NHL MCP Server Claim 3
Provides structured access to NHL data including teams, players, standings, sch…
B 71 55 82 100 26 82 43
6829
struktured-labs
mGBA MCP Server Claim
Enables programmatic control of the mGBA emulator for Game Boy, Game Boy Color,…
B 71 55 78 91 N/A 30 95 44
6830
YUChoe
Enables comprehensive SQLite database operations including CRUD operations, sch…
B 71 54 72 61 N/A 30 95 86
6831
Zaptimist
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
B 71 55 78 91 N/A 31 90 46
6832
tokenizin
Fetch MCP Server Claim 2
Provides functionality to fetch web content in various formats, including HTML,…
B 71 55 90 47 19 83 100
6833
flydev-fr
mcp-delphi Claim 1
Delphi and Lazarus/FPC MCP server: build/clean pascal projects via MCP tools.
B 71 55 78 82 N/A 63 87 37
6834
PraveenJoshua23
A Model Context Protocol server that connects to a payments company's developer…
B 71 54 69 61 N/A 26 92 99
6835
neomody77
MCP Mail Organizer Claim
Enables comprehensive email management through IMAP/SMTP protocols with tools f…
B 71 55 84 58 21 81 99
6836
becksclair
Oracle MCP Server Claim 1
Enables consulting oracle AI models (Codex or Claude) for expert reasoning and …
B 71 54 90 52 N/A 25 82 91
6837
ctf2009
CastleCall MCP Claim
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
B 71 55 72 58 35 83 100
6838
Euraxluo
Browser-MCP Server Claim
A session-based MCP server that provides advanced browser automation capabiliti…
B 71 55 72 57 43 80 100
6839
ChristophEnglisch
MCP server implementation for Keycloak user management. Enables AI-powered admi…
B 71 55 79 57 N/A 39 81 91
6840
MediaPublishing
mcp-manager Claim 1
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…
B 71 54 90 32 N/A 44 87 96
6841
spencerf2
Enables comprehensive management of Anki decks and notes through the Model Cont…
B 71 54 72 58 N/A 30 90 97
6842
hloiseau
mcp-gopls Claim
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, …
B 71 55 72 36 N/A 81 81 93
6843
viraatdas
Enables reading, searching, and sending iMessages on macOS by accessing the loc…
B 71 44 54 N/A N/A 30 95 99
6844
Kpangaa
NPM MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with n…
B 71 55 69 100 N/A 57 84 38
6845
karayaman
Lichess MCP Claim 1
An MCP server that enables natural language interaction with the Lichess chess …
B 71 55 85 65 43 81 68
6846
meefer33
A TypeScript MCP server implementation using Express.js that provides basic too…
B 71 55 78 61 27 81 98
6847
woshizhouzhuo-ux
flomo-mcp Claim
A simple notes system that allows creating, storing, and accessing text notes t…
B 71 54 78 47 N/A 25 95 100
6848
MCPJam
A production-ready template for building MCP servers on Cloudflare Workers that…
B 71 55 78 58 32 81 98
6849
nbbaier
MCP-Turso Claim 1
A Model Context Protocol server that provides Claude access to Turso-hosted Lib…
B 71 55 63 70 45 76 100
6850
deshabhishek007
A Model Context Protocol server that provides comprehensive domain analysis cap…
B 71 55 75 56 36 81 100
Showing 6801–6850 of 30006 servers
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