MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28827
Scored
2087
Verified
16951
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11001
PovedaAqui
SuzieQ MCP Server Claim
This project provides a Model Context Protocol (MCP) server that allows languag…
C 64 55 60 41 40 85 91
11002
skyrmionz
Provides production-ready examples of MCP servers that demonstrate building ric…
C 64 66 94 67 0 36 81 100
11003
HendryAvila
Hoofy Claim 1
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
C 64 64 84 57 0 73 92 82
11004
elber-code
MCP server that allows Claude AI to interact directly with MySQL databases, ena…
C 64 55 66 100 28 76 35
11005
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
11006
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
11007
agentwebprotocol
AWP MCP Server Claim 1
Provides tools for AI assistants to access the Agent Web Protocol (AWP) specifi…
C 64 55 88 0 48 84 97
11008
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
11009
hfyydd
localplay-mcp Claim
control mouse on your local computer
C 64 54 42 50 N/A 41 90 100
11010
RapidoCloud
MCP Force Claim
Enables AI agents to interact with Salesforce organizations through natural lan…
C 64 55 96 53 49 81 27
11011
Adsdworld
MCP JSON Navigator Claim
Enables efficient navigation and search of large JSON files (>10MB) through int…
C 64 54 60 47 N/A 22 95 90
11012
beylessai
Hiworks Mail MCP Claim 1
A Model Context Protocol server that allows integration with Hiworks mail syste…
C 64 55 53 67 39 81 74
11013
burugo
one-mcp Claim
A centralized reverse-proxy platform for MCP servers — manage, group, and expor…
C 64 64 100 40 0 74 95 79
11014
Kalypsokichu-code
Enables AI-powered generation of styled QR codes with 10 design presets, suppor…
C 64 66 84 71 0 45 81 100
11015
hung-ngm
coles-woolworths Claim
Exposes api data
C 64 55 48 55 46 81 91
11016
cdn221
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 64 54 48 66 N/A 21 95 82
11017
izjing
mcp-swagger-schema Claim 1
An MCP server that allows users to query and retrieve request and response JSON…
C 64 55 63 55 35 82 80
11018
94halldah
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 67 30 84 85
11019
sonicjoy
Automatically generates comprehensive merge request summaries from git logs, an…
C 64 54 54 36 N/A 50 89 96
11020
etnlbck
Ollama MCP Server Claim
Enables interaction with locally running Ollama models through chat, generation…
C 64 64 84 68 0 29 95 100
11021
JulesLiu390
Amadeus-QQ-MCP Claim 1
An MCP server that enables AI clients to send and receive QQ messages through N…
C 64 54 51 41 N/A 46 90 94
11022
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
11023
BACH-AI-Tools
Enables access to Usage and Billing APIs for managing accounts, products, meter…
C 64 55 56 100 45 78 33
11024
Ansvar-Systems
peruvian-law-mcp Claim
Peruvian legislation via MCP — full-text search across statutes and provisions
C 64 64 90 43 0 66 95 93
11025
isakskogstad
scb-mcp Claim 1
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy,…
C 64 66 79 73 0 53 81 97
11026
leila-huang
NEI MCP Server Claim
Enables interaction with the NEI platform to query project resources such as in…
C 64 55 54 60 34 82 86
11027
tolgayayci
stellarpilot Claim 3
C 64 55 62 100 N/A 21 87 33
11028
x51xxx
codex-mcp-tool Claim
MCP server that connects your IDE or AI assistant to Codex CLI for code analysi…
C 64 64 84 70 0 68 95 71
11029
penguyen72
Weather MCP Server Claim
Provides weather forecast and alert information for US locations using the Nati…
C 64 55 68 41 26 81 100
11030
kukapay
memecoin-radar-mcp Claim
Real-time radar for Solana memecoins, Pump.fun launches, and KOL trades.
C 64 55 60 46 40 80 93
11031
cnYui
Provides secure file system operations for AI assistants including directory li…
C 64 55 72 91 N/A 21 95 21
11032
croakingtoad
Crawls and indexes documentation websites to Supabase with vector embeddings fo…
C 64 55 66 36 39 81 96
11033
jianzhichun
A server that enables programmatic interaction with an already running Abaqus/C…
C 64 54 72 28 N/A 36 95 84
11034
jogcruz
A Model Context Protocol server that allows execution of SOQL queries and inter…
C 64 55 51 66 28 69 100
11035
Kryzo
A modular Python wrapper for the SNCF API that integrates with Claude Desktop, …
C 64 55 84 37 16 80 89
11036
SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical wea…
C 64 55 66 36 34 82 99
11037
siddjoshi
kube-MCP Claim 1
A Model Context Protocol server for Kubernetes that provides full resource cove…
C 64 55 57 66 23 81 87
11038
Jazastry
Enables advanced options analysis and strategy evaluation through Yahoo Finance…
C 64 55 78 33 37 81 84
11039
mb-dev
Enables Claude to see and interact with any macOS application using natural lan…
C 64 54 54 33 N/A 50 95 89
11040
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 55 73 35 27 80 97
11041
tuncer-byte
CURSOR25X Claim 1
An interactive task loop MCP server for Cursor IDE that enables continuous web …
C 64 54 66 27 N/A 44 90 94
11042
jasonjmcghee
WebMCP Claim
A framework that enables websites to share tools, resources, and prompts with c…
C 64 66 96 63 0 74 76 79
11043
yeoamlog
Slack MCP Server Claim
A comprehensive Slack integration server that enables sending messages, managin…
C 64 55 72 48 18 81 88
11044
SpaceStation09
Provide identity linkage and analysis by querying user-related information acro…
C 64 54 50 62 N/A 15 95 90
11045
stucchi
DB MCP Server Claim 1
Database MCP server for MySQL, PostgreSQL, MongoDB, and SQLite with SSH tunneli…
C 64 54 72 40 N/A 50 61 97
11046
marcindulak
Local speech-to-text MCP server for Tmux on Linux (for use not only with Claude…
C 64 54 84 33 N/A 51 90 58
11047
ryoureddy
A specialized Model Context Protocol server that enhances AI-assisted medical l…
C 64 55 72 33 38 81 93
11048
1000ri-jp
atsurae Claim 1
AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer…
C 64 55 90 12 46 82 86
11049
openpharma-org
Provides comprehensive access to financial filings from 7,700+ Asian companies …
C 64 66 96 70 0 47 80 88
11050
zaycruz
Facilitates isolated code execution within Docker containers, enabling secure m…
C 64 55 72 33 34 81 93
Showing 11001–11050 of 33641 servers
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