MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53051
FreezeVII
MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant +…
N/A N/A
53052
VGFP
Provides AI agents with access to the Colyseus documentation, enabling searchin…
N/A N/A
53053
RamehNagella
Enables natural-language-based employee leave management including leave balanc…
N/A N/A
53054
vitaleap
llmstxt-mcp Claim
用于管理远程llms.txt文档的MCP服务器,支持添加、编辑、删除、列出和获取llms.txt文档内容。
53055
chinmaybhatk
Model Context Protocol (MCP) server for managing n8n workflows, allowing Claude…
53056
the78mole
Enables querying German distribution grid operator data from vnbdigital.de and …
53057
ChampCityChris
ChatGPT-compatible MCP server and Electron launcher for controlled local projec…
N/A N/A
53058
alejandro-ao
RAG-MCP Claim
A Retrieval Augmented Generation MCP server that ingests documents into a local…
N/A N/A
53059
rajitharul
A simple remote MCP server that exposes a greeting tool (say_hello) and demonst…
53060
xihuai18
Wraps Claude Code as tools for MCP clients, enabling autonomous coding tasks vi…
N/A N/A
53061
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
53062
luiso2
Enables AI assistants to interact with Google Sheets via natural language, supp…
53063
guanweiqiang
Converts documents between Markdown, PDF, DOCX, and HTML locally with AI-friend…
N/A N/A
53064
Takamasa045
Provides Matsumoto city community bus information via GTFS data, enabling stop …
53065
AankitPaudel
An AI agent system that monitors manufacturing equipment health using the Model…
N/A N/A
53066
sandraschi
cursor-mcp Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
53067
Goldentrii
proxy-veil Claim 1
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
N/A N/A 83
53068
soundstear
adsdas Claim
adsdas
N/A N/A 95
53069
Josh-E-S
An MCP server that enables Claude and other LLM agents to manage and monitor Pe…
53070
First-Touch-Inc
FirstTouch Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
53071
0x2fycy3
inquisitor Claim
Enables AI agents to efficiently solve problems by estimating complexity, pruni…
N/A N/A
53072
mayanks
Kuvera MCP Claim
Connects AI assistants to Kuvera mutual fund portfolios, enabling real-time que…
53073
moverton7474
wmis Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
53074
Sharan-cypto
A minimal MCP server with three toy tools (add, echo, current_time) for learnin…
53075
AppiumTestDistribution
Provides tools to build, package, and sign WebDriverAgent for iOS, enabling nat…
N/A N/A
53076
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
81
53077
Desko77
MCP server for generating, validating, converting, and searching managed 1C:Ent…
53078
1818TusculumSt
Provides access to 227+ expert-crafted Fabric AI patterns for tasks like summar…
53079
kazokus
Discover and compare Kazokus — the community platform with zero transaction fee…
81
53080
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
81
53081
developerlabsai
Bridges web browsers and Claude Code for seamless debugging workflows by receiv…
N/A N/A
53082
georgi-shulev
Enables interaction with the Yugo Payments API to manage payins, payouts, and a…
53083
gvnrdev
GVNR Claim
Budget Governor gives autonomous AI agents a hard spend limit. One budget_clea…
53084
aws-samples
Provides tools for validating, listing, describing, and fetching Allotrope Simp…
N/A N/A
53085
Christopher-Stevers
video-editor Claim
An MCP server that enables natural language video editing using FFmpeg, support…
N/A N/A
53086
cirwel
UNITARES Claim
Runtime governance for AI-agent fleets that continuously monitors agent health,…
53087
CSOAI-ORG
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log w…
N/A N/A
53088
Joydeep75
Provides local safety regulation, weather, and dining hygiene context tools for…
53089
labeveryday
A Model Context Protocol server providing network diagnostic tools for AI agent…
53090
metaember
pushover-mcp Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
53091
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
53092
Sankalp-2005
THE RAG MCP Claim
An enterprise-ready MCP server that exposes a RAG tool for retrieving relevant …
53093
MCP-Mirror
Enables interaction with MinIO object storage through a standardized Model-Cont…
81
53094
junter1989k-ai
Netherlands payments for AI agents — iDEAL via Mollie. Never holds funds.
53095
nikhilgogulwar
Execution layer for UniversalBench MCP, enabling code execution, bash, web sear…
53096
NautilusOSS
Enables cross-chain bridging between Voi and Algorand networks, providing asset…
N/A N/A
53097
hidechae
Enables searching and retrieving Zendesk Help Center articles through natural l…
53098
wawworld
dynalist-mcp Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
N/A N/A
53099
HefnySco
Implements the Tree of Thoughts framework for structured reasoning and decision…
N/A N/A
53100
arealicehole
vision-mcp Claim
Enables AI-powered vision analysis using local Ollama models. Supports screensh…
N/A N/A
Showing 53051–53100 of 66502 servers