MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2901
zibdie
SSH MCP Server Claim 1
Enables AI assistants to securely connect to and manage remote servers via SSH,…
B 77 55 90 63 61 76 93
2902
NovaAI-innovation
CSV MCP Server Claim
Enables comprehensive CSV file management including creating, editing, analyzin…
B 77 55 78 82 N/A 28 95 90
2903
Bigsy
Clojars-MCP-Server Claim 1
Clojars MCP Server for upto date dependency information of Clojure libraries
B 77 55 90 61 41 82 100
2904
GongRzhe
Server for Google Calendar integration in Cluade Desktop with auto authenticati…
B 77 55 82 73 42 80 98
2905
luancamara
MCP Firebird Claim
Enables Large Language Models like Claude to access, query, analyze, and manage…
B 77 55 96 52 62 82 89
2906
SongT-50
Korean News Hub Claim
Korean news aggregator - Naver, Google News, Daum trends in real-time
B 77 66 90 66 72 47 81 96
2907
romcdonald9976
AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/…
B 77 66 72 80 95 31 81 88
2908
mortenator
charta Claim 1
Generate beautiful, presentation-ready charts (SVG + PNG). Supports 14+ chart t…
B 77 54 94 60 N/A 32 92 94
2909
noah-ing
Agent Wallet MCP Claim
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchai…
B 77 54 94 55 N/A 27 95 99
2910
Shahzaibalikhawaja
Test MCP Server Claim 1
A simple learning-focused MCP server that demonstrates basic functionality with…
B 77 55 86 100 N/A 21 95 62
2911
bobvasic
Gemini MCP Server Claim
Integrates Google Gemini AI into Warp terminal workflows through three focused …
B 77 54 90 55 N/A 46 95 90
2912
debba
turbosmtp Claim 1
A simple Node.js MCP (Model Context Protocol) server for sending emails using T…
B 77 55 96 61 39 80 98
2913
san-techie21
astracipher Claim
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…
B 77 54 96 48 N/A 56 91 90
2914
xplainable
Enables secure access to Xplainable AI platform capabilities for managing machi…
B 77 55 84 66 49 81 100
2915
ccc0168
Modes MCP Server Claim 2
The Modes MCP Server allows for comprehensive management and control over custo…
B 77 54 90 67 N/A 26 92 96
2916
chakradharkalle03-arch
Enables semantic search and question-answering over semiconductor component dat…
B 77 54 100 60 N/A 19 95 92
2917
StacklokLabs
ocireg-mcp Claim
An SSE-based MCP server that allows LLM-powered applications to interact with O…
B 77 55 76 53 79 82 100
2918
xwang152-jack
Enables AI applications to manage WeChat Official Accounts through standardized…
B 77 55 80 75 70 81 77
2919
mamertofabian
mcp-everything-search Claim 1
Fast Windows file search using Everything SDK
B 77 54 84 58 N/A 63 90 88
2920
Tsarri
A legal-tech focused system that coordinates specialized agents for document cl…
B 77 55 96 70 27 81 93
2921
wshobson
maverick-mcp Claim
MaverickMCP - Personal Stock Analysis MCP Server
B 77 55 86 61 N/A 73 81 82
2922
driosalido
Karma MCP Server Claim
Enables Claude to interact with Karma Alert dashboard to monitor and analyze Ku…
B 77 55 84 58 57 82 99
2923
wipiano
Provides efficient bulk analysis of GitHub issues and pull requests with 90%+ s…
B 77 55 78 66 56 81 100
2924
brunoprela
Enables AI assistants to interact with TimescaleDB time-series databases throug…
B 77 55 84 61 62 81 96
2925
an1lam
Enables AI assistants to create, manage, and track predictions on Fatebook, a p…
B 77 55 90 65 52 81 92
2926
Mayank1805
Enables multi-agent orchestration and coordination using specialized, persisten…
B 77 54 94 55 N/A 40 95 90
2927
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2928
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 54 90 58 N/A 37 89 100
2929
kfastov
Telegram MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Tel…
B 77 54 53 71 N/A 73 95 99
2930
eyalzh
browser-control-mcp Claim 1
An MCP server paired with a browser extension that enables LLM clients to contr…
B 77 54 57 71 N/A 73 90 100
2931
orzcls
A Windows-compatible Model Context Protocol server that enables AI assistants t…
B 77 55 90 100 N/A 48 95 36
2932
blake365
Provides access to the USGS Quakes API within Claude Desktop, enabling users to…
B 77 55 94 100 N/A 40 95 37
2933
shaharia-lab
mcp-tools Claim
Tools for MCP (Model Context Protocol) written in Go
B 77 54 84 55 N/A 59 95 90
2934
bulatko
vk Claim 1
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, pho…
B 77 54 75 65 N/A 72 83 89
2935
mazemaze
Enables task management and automated development workflow tracking with Eureka…
B 77 54 94 63 N/A 24 95 94
2936
rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
B 77 55 84 68 56 83 89
2937
advenimus
Provide seamless access to JW.org content including NWT Bible Content (verses, …
B 77 55 92 71 N/A 34 82 93
2938
truls27a
Favro MCP Claim 2
An MCP server for interacting with the Favro project management platform. It en…
B 77 55 61 82 66 82 95
2939
MikeRecognex
mcp-codebase-index Claim
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
B 77 54 100 22 N/A 70 94 100
2940
TopazLabs
topaz-mcp Claim
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
B 77 55 84 73 49 82 89
2941
iamvillain
A unified development tool for RedM that provides access to RDR3 discoveries, f…
B 77 54 90 61 N/A 24 95 100
2942
Jacck
mcp-reasoner Claim 1
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
B 77 55 100 100 45 80 39
2943
qpd-v
File Deletion Claim 1
A Model Context Protocol (MCP) server that provides file deletion capabilities,…
B 77 55 90 100 N/A 37 95 46
2944
currentspace
A minimal MCP server template with hot reload support that helps developers qui…
B 77 54 86 65 N/A 28 95 100
2945
Arize-ai
Converts natural language queries into valid GraphQL queries and executes them …
B 77 55 78 82 33 86 92
2946
M1Vision
Enables interaction with fal.ai AI models through MCP, supporting model discove…
B 77 55 78 76 50 82 94
2947
mrelph
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
B 77 55 94 68 30 81 99
2948
joemclo
Enables users to search UK property prices by postcode, street, or city using t…
B 77 55 90 61 63 80 88
2949
laktek
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
B 77 54 90 56 N/A 30 95 100
2950
GIT-Viz-Team
GitViz MCP Claim
Visualizes Git history and commit logs with before/after animations for operati…
B 77 54 68 68 N/A 55 95 97
Showing 2901–2950 of 30006 servers
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