MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
27587
Scored
1867
Verified
16957
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9201
ShogoOkamoto
Google Search MCP Claim 1
Enables Large Language Models to perform real-time web searches using Google Cu…
C 67 55 76 36 40 84 95
9202
Paddione
Enables document search and retrieval using TF-IDF vector similarity across HTM…
C 67 54 74 52 N/A 16 90 93
9203
qiupo
A financial data server that provides real-time and historical data for A-share…
C 67 55 72 58 27 80 86
9204
luis0794
Violett MCP Server Claim 2
A Model Context Protocol server that provides tools for fetching and posting HT…
C 67 55 75 100 26 81 36
9205
nickweedon
A template project for building Model Context Protocol servers with FastMCP fra…
C 67 55 90 33 37 81 86
9206
happylinks
arc-mcp Claim 1
An MCP server for the Arc browser that enables programmatic management of space…
C 67 54 55 56 N/A 29 90 98
9207
slicequeue
Provides real-time Korean subway information including station search and train…
C 67 55 66 73 24 81 78
9208
marc-hanheide
Enables loading, reviewing, and redacting sensitive content in PDF documents th…
C 67 55 60 58 38 81 94
9209
SmartManoj
Telegram Bot MCP Claim
Enables AI assistants to send messages and interact with Telegram chats through…
C 67 55 54 71 26 81 98
9210
clpi
Say Hello Claim
Send quick, personalized greetings to anyone. Add playful flair with Pirate Mod…
C 67 54 56 55 N/A 29 95 95
9211
erikhoward
adls-mcp-server Claim 1
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/…
C 67 55 53 43 62 82 100
9212
lyw405
Enables AI-driven frontend component design and code generation from natural la…
C 67 54 90 26 N/A 25 95 87
9213
BACH-AI-Tools
Enables web scraping, crawling, structured data extraction, and browser automat…
C 67 55 74 82 47 81 42
9214
open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style,…
C 67 54 66 32 N/A 44 97 96
9215
zaidk2021
Provides a standardized interface to fetch and deliver jokes, including Chuck N…
C 67 55 48 55 52 82 100
9216
akshaykylas94
Kylas CRM Claim 2
MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_…
C 67 55 45 82 N/A 26 83 92
9217
Spathodea-Network
A Model Context Protocol server that facilitates integration with OpenCTI, allo…
C 67 55 63 66 36 81 82
9218
BrunoSSantana
A proof of concept server that provides tools for accessing and managing Loomer…
C 67 54 66 43 N/A 42 95 86
9219
jantoebes
MCP File Manager Claim 1
An MCP server that provides tools for secure file management within a dedicated…
C 67 55 63 82 N/A 27 95 56
9220
augustolamim
GitHub MCP Server Claim
Enables AI models to create and manage GitHub repositories, branches, and files…
C 67 55 62 66 35 80 88
9221
egebese
SEO Research MCP Claim
Enables AI coding assistants to perform SEO research tasks including backlink a…
C 67 55 76 41 39 80 96
9222
LaurieWired
GhidraMCP Claim 1
A Model Context Protocol server for Ghidra that enables LLMs to autonomously re…
C 67 54 59 32 N/A 62 90 95
9223
alexandrekumagae
A Model Context Protocol server that provides AI-driven tools to categorize, ta…
C 67 55 75 53 20 81 95
9224
Danjraizen
Moviesda MCP Server Claim 1
An MCP server for searching and managing Tamil movies from moviesda16.com using…
C 67 54 63 52 N/A 25 90 100
9225
agentic-ops
A comprehensive Model Context Protocol server for real estate data management t…
C 67 55 84 20 44 83 99
9226
koinunopochi
Danger Zone MCP Claim 1
A Model Context Protocol server that enables safe execution of predefined comma…
C 67 55 63 87 N/A 41 95 37
9227
antonioschaffert
Provides AWS service recommendations based on use case descriptions and allows …
C 67 55 78 47 25 81 94
9228
abhinav-mangla
MCP Think Tool Server Claim 1
A Model Context Protocol server that provides Claude with a dedicated space for…
C 67 54 41 50 N/A 60 94 95
9229
mumunha
An MCP server that enables scheduling, updating, deleting, and listing calendar…
C 67 55 63 67 20 80 97
9230
VladyslavMykhailyshyn
Provides AI models with access to Ukrainian government procurement data from Pr…
C 67 55 66 62 24 81 92
9231
Samarth2001
Provides real-time and historical financial market data from Yahoo Finance, inc…
C 67 55 76 38 34 82 98
9232
carlosduplar
Delegation MCP Claim
Intelligent routing layer that analyzes tasks and guides your AI agent to deleg…
C 67 55 60 91 N/A 46 95 35
9233
genm
An MCP server that enables posting messages to Discord webhooks, allowing custo…
C 67 55 71 58 51 81 72
9234
mkusaka
An MCP server integrating Perplexity AI's API to offer advanced search capabili…
C 67 55 45 75 37 81 94
9235
herring101
Docs-MCP Claim 1
An MCP server that allows users to efficiently search and reference user-config…
C 67 55 39 82 68 81 70
9236
henrysouchien
Provides tools for interacting with Interactive Brokers Gateway to access marke…
C 67 54 76 36 N/A 33 92 92
9237
anishtejwanigemi-max
Figma MCP Server Claim
Enables interaction with Figma files through tools that list projects/files, fe…
C 67 55 72 82 N/A 26 95 44
9238
StealthBadger747
mcp-omnienv-nix Claim
Enables creation of ephemeral, polyglot development environments using Nix for …
C 67 55 54 82 N/A 21 95 73
9239
patchadams79
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 27 95 59
9240
julianallchin
nucleo-mcp Claim 2
An MCP server that provides Claude with direct access to local Nucleo icon libr…
C 67 54 63 53 N/A 30 90 95
9241
6551Team
Twitter MCP Server Claim
Enables interaction with Twitter/X data to retrieve user profiles, search tweet…
C 67 55 64 41 52 80 100
9242
YannickTM
DocuMCP Claim 1
An MCP server that enables Claude to generate, search, and manage documentation…
C 67 55 69 58 26 81 93
9243
mikeysrecipes
BlenderMCP Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 54 66 32 N/A 44 95 99
9244
hungryweb
CS-Cart MCP Server Claim 1
A Model Context Protocol server that provides comprehensive tools for managing …
C 67 55 63 100 N/A 20 95 40
9245
mattapperson
poof-mcp Claim 1
An MCP server that enables AI agents to control the macOS Terminal.app using Ap…
C 67 54 51 58 N/A 32 89 100
9246
zomma-dev
QuantContext Claim
Deterministic stock screening, backtesting, and factor analysis for AI trading …
C 67 64 90 70 0 56 95 88
9247
gh-hirokuma
Trello MCP Server Claim
Enables interaction with Trello through the Trello API, allowing users to manag…
C 67 55 54 65 32 80 100
9248
yemi33
Loop Page Viewer Claim
Enables users to view and edit Microsoft Loop pages as interactive markdown wid…
C 67 55 66 58 30 81 93
9249
zboralski
Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orc…
C 67 54 72 56 N/A 68 90 49
9250
saiprasadthalluri
Enables LLMs to search for food products and retrieve detailed nutritional info…
C 67 54 60 56 N/A 19 95 98
Showing 9201–9250 of 33593 servers
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