MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14951
meharajM
WhatsApp MCP Claim 1
Human-in-the-loop approvals and notifications for AI agents via WhatsApp. Enabl…
F 30 54 72 73 59 90 94
14952
grahama1970
An enhanced Model Context Protocol (MCP) server that allows running Claude Code…
F 30 54 90 61 N/A 61 89 92
14953
ekas-io
Collection of B2B sales intelligence MCP servers. Includes website analysis, te…
F 30 54 86 56 43 89 86
14954
ddnet-repo
Card Catalog Claim 1
Certification authority for AI agents. Register, take adversarial exams, earn c…
F 30 66 96 92 97 45 80 100
14955
savhascelik
Meta API MCP Server Claim 1 2
A meta API Gateway server that works with the Model Context Protocol (MCP), ena…
F 30 54 100 70 28 77 100
14956
CorefluxCommunity
Coreflux MQTT MCP Server Claim 1 2
A Model Context Protocol server that connects to Coreflux MQTT brokers, enablin…
F 30 55 71 43 47 74 95
14957
HundunOnline
dingding webhook mcp server
F 30 55 68 58 68 80 100
14958
Wooonster
hocr_mcp_server Claim 1
F 30 54 44 37 N/A 24 84 88
14959
juhemcp
Provides a Model Context Protocol server that enables large language models to …
F 30 55 60 60 36 78 74
14960
carlosdania
Social media automation with AI — publish, schedule, campaigns, DMs, analytics …
F 30 55 76 68 32 80 94
14961
hummusonrails
A server that enables natural language interactions with Couchbase databases th…
F 30 55 66 57 43 71 94
14962
aviz85
A state-based agent orchestration system that allows transitions between differ…
F 30 54 60 25 N/A 15 89 98
14963
agentset-ai
Agentset Claim 1
An open-source platform for Retrieval-Augmented Generation (RAG). Upload docume…
F 30 55 72 68 68 80 82
14964
Abhi-vish
Code Buddy Claim 1
A comprehensive MCP server that provides AI assistants with tools for file syst…
F 30 54 90 36 N/A 51 84 96
14965 F 30 54 60 68 N/A 59 90 73
14966
pimisael
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
F 30 55 72 35 45 74 64
14967
RihardsJ
Gmail MCP Server Claim 1
Enables AI assistants to interact with Gmail accounts for reading unread emails…
F 30 54 84 68 N/A 39 87 100
14968
Cool-Coder174
UMLmcp Claim 1
Enables users to generate PlantUML code for UML Class and Sequence diagrams usi…
F 30 55 68 52 43 80 91
14969
gwbischof
free-will-mcp Claim 1
Give your AI free will tools. A fun project to explore what an AI would do with…
F 30 54 66 17 N/A 49 87 88
14970
bluwork
kontra-mcp Claim 1
The Tenth Man Protocol — structured contrarian analysis for decision-makers via…
F 30 54 60 57 N/A 55 90 91
14971
sunwoong-data
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 54 66 65 N/A 32 89 55
14972
jonthebeef
Superdesign MCP Server Claim 1 4
A design orchestrator that brings Superdesign capabilities to Claude Code as na…
F 30 55 84 75 N/A 34 87 36
14973
Filippo-Venturini
ctxvault Claim 1
Local memory infrastructure for AI agents. Store knowledge and skills in isolat…
F 30 54 76 72 N/A 81 88 95
14974
whchien
ai-trader Claim 1
Enables AI assistants like Claude to run backtests, fetch market data, list str…
F 30 54 60 33 N/A 75 90 82
14975
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
F 30 54 62 27 29 90 95
14976
Jeff-Emmett
Gemini MCP Server Claim 1 2
Integrates Google Gemini API capabilities into Claude Code, supporting text gen…
F 30 55 90 47 27 77 91
14977
noahlozevski
MCP-IDB Claim 1 2
Integration between Model Context Protocol (MCP) and Facebook's iOS Development…
F 30 55 62 82 N/A 43 87 14
14978
Fibery-inc
fibery Claim 1
Interact with your Fibery workspace.
F 30 55 84 65 50 83 88
14979
prismworks-ai
prism-mcp-rs Claim 1
Enterprise-grade Rust implementation of Anthropic's MCP protocol
F 30 54 90 52 N/A 83 88 84
14980
laukikk
alpaca-mcp Claim 1 2
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios,…
F 30 55 55 33 45 78 100
14981
ziggythebot
namecheap Claim 1 2
Check domain availability across 600+ TLDs on Namecheap with pricing and purcha…
F 30 54 90 57 N/A 48 77 95
14982
Kartik-2239
Pokemon MCP Server Claim 1 2
An MCP server that enables AI agents to play Pokémon games by providing a funct…
F 30 54 51 50 N/A 27 89 98
14983
jadenmaciel
Automatically enhances user prompts by applying expert-level prompt engineering…
F 30 54 84 56 N/A 39 88 96
14984
carterlasalle
mac_messages_mcp Claim 1 3
An MCP server that securely interfaces with your iMessage database via the Mode…
F 30 54 61 33 N/A 65 88 91
14985
Juniper
Junos MCP Server Claim 1
Enables LLM interactions with Juniper Junos network devices, allowing natural l…
F 30 55 96 68 71 76 82
14986
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
F 30 54 78 63 N/A 74 88 94
14987
T-NhanNguyen
Enables AI agents to query a local knowledge graph built from document collecti…
F 30 55 86 60 29 80 94
14988
FiveOhhWon
workflows-mcp Claim 1
A Model Context Protocol implementation that enables LLMs to execute complex, m…
F 30 55 72 58 56 80 93
14989
EyeSeeThru
JIT Tool Synthesis Claim 1 2
Enables on-demand generation of TypeScript tools using an LLM with human-in-the…
F 30 55 88 67 30 71 96
14990
youware-labs
figma-pilot Claim 1
Enables AI agents to create, modify, and manage Figma designs through natural l…
F 30 55 96 63 73 77 92
14991
Synohara
supercollider-mcp Claim 1 2
supercollider-mcp
F 30 55 54 100 N/A 59 87 19
14992
kukapay
crypto-trending-mcp Claim 1
Tracking the latest trending tokens on CoinGecko.
F 30 55 64 25 39 80 96
14993
chohi22
A Python Flask-based Model Context Protocol server that provides basic tools in…
F 30 55 72 33 19 80 100
14994
cablate
Provides comprehensive document processing, including reading, converting, and …
F 30 55 86 100 57 78 44
14995
seoh0711
Enables access to NASA space data and images through Claude Desktop, providing …
F 30 55 84 68 22 80 85
14996
henry-ships
SparkForge Claim 1
Access a versatile collection of tools for media generation, web scraping, and …
F 30 66 90 72 0 35 74 99
14997
Lark-Base-Team
Lark Base MCP Server Claim 1 2
A Model Context Protocol server that provides LLMs with read and write access t…
F 30 55 71 66 30 76 88
14998
ranium
Integrates with the Laravel Forge API to provide comprehensive management of se…
F 30 55 78 72 67 80 100
14999
Azure-Samples
This project showcases how to use the MCP protocol with Azure OpenAI. It provid…
F 30 54 96 57 N/A 39 87 100
15000
andreasHornqvist
A template for creating and connecting custom tools to Cursor IDE using Model C…
F 30 55 78 91 45 76 52
Showing 14951–15000 of 50632 servers
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