MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5801
landicefu
Enables AI agents to break down complex tasks into manageable pieces using a st…
B 73 55 78 91 N/A 45 95 43
5802
Hais
Enables comprehensive Slack workspace integration through AI assistants, allowi…
B 73 55 78 71 25 81 100
5803
rishipradeep-think41
Enables posting text messages to Google Chat spaces using webhooks, providing s…
B 73 55 78 65 41 81 95
5804
Davaakhatan
Enables AI agents to interact with SkyFi's geospatial data services for orderin…
B 73 55 84 72 26 81 89
5805
AndreyVMarkelov
Apache JMeter sampler plugin for load testing Model Context Protocol (MCP) serv…
B 73 54 90 32 N/A 42 94 99
5806
TickHaiJun
MCP MySQL Server Claim
A tool service that enables AI agents to interact with MySQL databases through …
B 73 55 84 57 42 81 94
5807
dan6684
Enables Claude to perform semantic search across your Obsidian vault using Smar…
B 73 54 94 50 N/A 18 95 91
5808
GhoshSrinjoy
Enables access to Overleaf LaTeX projects through Git integration, allowing use…
B 72 55 78 58 47 81 90
5809
AgentOps-AI
AgentOps MCP Claim 1
The AgentOps MCP server provides access to observability and tracing data for d…
B 72 55 78 68 28 80 95
5810
yhai3596
Enables users to analyze, search, and export chat logs from various platforms t…
B 72 55 86 57 49 82 77
5811
Siddhant-K-code
Enables AI-powered creation, configuration, and management of DevContainer envi…
B 72 54 78 50 N/A 39 95 89
5812
agentify-sh
Cursor Proxmox MCP Claim
A Python-based Model Context Protocol server that enables managing Proxmox virt…
B 72 55 60 70 46 81 100
5813
santis84
MCP RAG Claim
A complete MCP server for Retrieval-Augmented Generation with file management a…
B 72 55 72 56 45 81 100
5814
yudppp
An MCP server that enables users to retrieve, filter, and search through Claude…
B 72 54 69 65 N/A 26 90 99
5815
Octember
Provide comprehensive flight and accommodation search capabilities using the Du…
B 72 54 88 66 N/A 27 90 73
5816
MilesCool
RedNote MCP Claim
Enables users to search and retrieve content from Xiaohongshu (Red Book) platfo…
B 72 55 72 100 N/A 44 95 34
5817
Manhar-Chaurasia
HubSpot MCP Server Claim
Enables AI assistants to interact with HubSpot CRM for managing contacts, compa…
B 72 55 72 62 44 81 94
5818
LumabyteCo
clarifyprompt Claim
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
B 72 54 60 58 N/A 76 81 94
5819
aitrados
A comprehensive, free MCP server designed specifically for financial analysis a…
B 72 54 78 60 N/A 36 95 83
5820
vivek100
SupaMCPBuilder Claim 1
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
B 72 55 78 68 32 76 96
5821
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
5822
septemhill
Etherscan MCP Tool Claim 1
A tool that enables users to interact with blockchain data to retrieve token to…
B 72 55 78 63 39 76 94
5823
ifmelate
MCP Image Extractor Claim 1
A Model Context Protocol server that extracts images from URLs or base64 data a…
B 72 55 61 52 83 83 91
5824
ArchivierteRepositories
Enables developers to access kintone API specifications, field type documentati…
B 72 55 84 50 49 81 90
5825
konashevich
Enables interaction with Google Drive files and Google Sheets through search, r…
B 72 55 78 62 39 81 91
5826
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 55 84 51 37 81 100
5827
alpermdr
A production-ready MCP server that enables Claude to interact with local codeba…
B 72 54 96 31 N/A 40 88 99
5828
MiguelAlvRed
Store Scraper MCP Claim 1
Enables querying and retrieving data from App Store and Google Play Store, incl…
B 72 55 84 100 35 81 41
5829
gqy20
A professional literature search tool built on FastMCP framework that enables A…
B 72 55 54 82 63 81 80
5830
Jaldekoa
MCP-FREDAPI Claim
Provides access to economic data from the Federal Reserve Bank of St. Louis (FR…
B 72 55 72 70 40 81 91
5831
PedroMarianoAlmeida
ffmpeg-mcp Claim
FFmpeg video/audio tools: cut, convert, concat, remove silence, and raw command…
B 72 55 66 100 N/A 51 95 38
5832
SilasReinagel
Slack Notify MCP Claim 1
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
B 72 55 63 72 42 81 97
5833
web-agent-master
Provides real-time Google search capabilities to AI assistants like Claude, byp…
B 72 54 76 63 N/A 38 90 82
5834
kanghouchao
Band MCP Server Claim 1
A Model Context Protocol server that integrates with the Band API, allowing use…
B 72 55 69 60 50 81 98
5835
hmldns
Nautex Claim 1
Integrates Nautex AI's specification and planning tool with coding agents to ma…
B 72 54 51 72 50 92 97
5836
prem2230
Notes MCP Server Claim
A simple server for saving, listing, and searching notes persisted to a local J…
B 72 44 54 N/A N/A 35 95 100
5837
baking-bread
Provides access to real-time and historical water conditions of the Aare river …
B 72 55 84 53 41 81 96
5838
amidabuddha
Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP prot…
B 72 55 78 62 45 81 89
5839
su-record
Hi-AI Claim 1
A simple AI development tool that helps users interact with AI through natural …
B 72 55 72 91 73 81 40
5840
HorkyChen
A simple FastAPI-based MCP server that provides book-related tools, currently s…
B 72 54 86 33 N/A 40 95 100
5841
Alihkhawaher
Provides integration with Everything Search Engine allowing powerful file searc…
B 72 54 84 61 N/A 17 95 85
5842
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
5843
alamedaim-apps
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
B 72 55 90 62 24 81 88
5844
mbailey
voicemode Claim
Natural voice conversations for AI assistants - STT/TTS via MCP
B 72 55 84 20 N/A 85 81 97
5845
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 55 84 100 42 82 37
5846
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
5847
ethancod1ng
Binance MCP Server Claim 2
A Model Context Protocol server that provides Claude Code with seamless access …
B 72 55 79 73 34 76 89
5848
Remix-Design
RemixIcon MCP Claim 1
An MCP server that enables users to search the Remix Icon catalog by mapping ke…
B 72 55 51 63 80 83 91
5849
nazroll
A physics-aware inline skating combo generator that models moves as state trans…
B 72 54 66 42 N/A 73 92 94
5850
ruibaby
1Panel MCP Server Claim
An experimental server implementing Model Context Protocol to automate website …
B 72 55 84 100 48 81 31
Showing 5801–5850 of 58691 servers
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