MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7001
CupOfOwls
Kroger MCP Server Claim
A FastMCP server that provides AI assistants like Claude with seamless access t…
B 71 55 88 41 50 81 92
7002
7gugu
ZIP-MCP Claim 1
An MCP tool that provides AI with the ability to compress and decompress local …
B 71 55 78 82 N/A 49 90 44
7003
Nozomuts
Datadog MCP Server Claim
Enables interaction with Datadog's monitoring platform to search logs, search t…
B 71 55 60 71 43 81 96
7004
amidvidy
Anki MCP Server Claim
Provides tools for managing Anki decks, notes, and note types via the Model Con…
B 71 54 72 60 N/A 28 89 99
7005
patch-ridermg48
Provides advanced cryptocurrency and stock market analysis using TradingView da…
B 71 55 54 82 49 81 87
7006
Stryk91
Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
B 71 54 84 28 N/A 49 90 100
7007
neosun100
notebookLM2PPT Claim
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
B 71 55 72 57 47 81 93
7008
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
7009
Dagudelot
Enables automatic weather information retrieval through a custom MCP server int…
B 71 55 78 61 23 81 100
7010
gmacev
An MCP server that extends AI agents' context window by providing tools to stor…
B 71 55 63 71 44 81 92
7011
sesopenko
mcp-base Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
B 71 54 76 36 N/A 51 92 100
7012
AI-FE
Dify MCP Server Claim 2
Integrates Dify AI API to provide code generation for Ant Design components, su…
B 71 55 80 65 22 82 91
7013
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 66 60 68 78 36 81 100
7014
th3w1zard1
Implements CEDARScript, a SQL-like language for code manipulation.
B 71 55 90 100 N/A 19 87 35
7015
cds-id
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
B 71 55 68 70 26 81 100
7016
PyneSys
An MCP server to inject auto-approve MCP functionality into Claude Desktop
B 71 54 72 36 N/A 57 89 100
7017
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
7018
pr0methevs
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
B 71 55 86 50 24 81 100
7019
pysorflow
A comprehensive Model Context Protocol (MCP) server for product inventory manag…
B 71 55 94 51 16 81 96
7020
tpavelek
MCP-Hub-MCP Server Claim
A hub server that connects to and manages other MCP servers, allowing users to …
B 71 55 66 100 49 81 47
7021
ganhammar
A Home Assistant Custom Component that provides an MCP server using HTTP transp…
B 71 54 86 26 54 95 91
7022
Raroford32
debank-mcp-server Claim
B 71 54 78 48 N/A 43 90 91
7023
Wayfinder-Foundry
STAC MCP Server Claim
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
B 71 55 62 82 70 81 60
7024
teomarcdhio
Proxmox MCP Server Claim
Enables read-only interaction with Proxmox homelab VMs and containers, allowing…
B 71 55 60 68 42 81 100
7025
verIdyia
spotify-mcp Claim 1
An MCP server that enables users to control Spotify playback, search music, and…
B 71 55 63 67 53 80 90
7026
pylonapi
pylon-mcp Claim 1
x402-native API gateway with 20+ capabilities (web-extract, web-search, transla…
B 71 55 66 72 31 80 100
7027
geon0078
Provides 20 tools across 6 categories (pension/welfare, health/medical, care, l…
B 71 55 80 72 29 81 80
7028
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
7029
CLOUDWERX-DEV
GPT Image 1 MCP Claim 1
A Model Context Protocol server that enables generating and editing images usin…
B 71 55 69 72 46 81 82
7030
MasahiroOkamura-MAC
Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, …
B 71 54 62 65 N/A 29 95 94
7031
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 54 86 38 N/A 28 95 97
7032
vog01r
Enables managing Google Cloud Platform infrastructure through natural language,…
B 71 55 90 51 28 81 92
7033
amurshak
CongressMCP-full Claim
The open Congress.gov MCP server. Provides comprehensive access to the Congress…
B 71 55 84 48 55 82 84
7034
funsjanssen
Faker MCP Server Claim
Generates realistic mock data using Faker.js for database seeding, API testing,…
B 71 55 90 82 50 81 38
7035
yasg1988
MCP Rosreestr Claim
Enables retrieval of Russian real estate cadastral data including coordinates, …
B 71 55 84 63 39 81 75
7036
crazyrabbitLTC
Analyzes codebases using Repomix and LLMs to provide structured code reviews wi…
B 71 55 86 57 34 76 93
7037
bitscorp-mcp
A Node.js server that enables video manipulation through natural language reque…
B 71 54 54 68 N/A 34 95 100
7038
jjsteffen23
Enables verification of natural language claims against CME prediction market d…
B 71 55 84 67 27 80 84
7039
Maharshi2708
Stocks MCP Server Claim
Provides real-time access to financial market data including stock quotes, comp…
B 71 55 78 65 24 80 98
7040
datdeboer
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
B 71 55 78 61 27 81 96
7041
xue20010808
MCP Weather Server Claim
Provides weather information using the US National Weather Service API, includi…
B 71 55 60 63 47 83 100
7042
hydrolix
mcp-hydrolix Claim
Hydrolix time-series datalake integration providing schema exploration and quer…
B 71 55 80 42 54 80 96
7043
yoriichi-07
Multi Orchestrator Claim
Coordinate specialized roles to plan, build, test, and deploy applications end …
B 71 54 84 43 N/A 34 95 89
7044
espressif
esp-rainmaker-mcp Claim 1
Official Espressif MCP Server to manage and control ESP RainMaker Devices.
B 71 55 86 46 41 82 90
7045
SK-DEV-AI
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 71 54 80 38 N/A 47 88 99
7046
Elkhn
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model C…
B 71 54 84 41 N/A 27 95 99
7047
rajnaveen344
LSP Tools MCP Server Claim 2
A Model Context Protocol server that provides tools to find regex pattern posit…
B 71 54 65 57 N/A 40 95 92
7048
Hexpy-Games
Enables AI services like Claude and Cursor to remotely control a Mac by executi…
B 71 55 84 43 59 76 90
7049
DynamicEndpoints
supabase-mcp Claim 2
An MCP server that provides tools for interacting with Supabase databases, stor…
B 71 55 69 66 45 71 98
7050
JDeun
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
B 71 55 70 71 37 81 90
Showing 7001–7050 of 58579 servers
« Prev 1 139 140 141 142 143 1172 Next »