MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14901
emekaokoye
RDF Explorer Claim 1
The Model Context Protocol (MCP) server provides a conversational interface for…
F 30 55 72 33 42 76 99
14902
evrenyal
Intentionally vulnerable Model Context Protocol (MCP) server designed for secur…
F 30 55 52 26 16 69 36
14903
2gavy
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
F 30 66 84 81 96 37 74 92
14904
isdaniel
mcp_weather_server Claim 1
Get weather information from https://api.open-meteo.com API.
F 30 66 96 56 0 69 80 95
14905
lirantal
An MCP Server for Node.js API documentation
F 30 55 77 60 83 80 96
14906
eka-care
Eka MCP Server Claim 1
Provides access to Indian healthcare knowledge bases including 500,000+ branded…
F 30 55 78 67 65 76 94
14907
chiziuwaga
Exposes Vercel AI SDK Core capabilities (generateObject, generateText, streamTe…
F 30 55 72 72 18 77 78
14908
jonathanfischer97
The server facilitates access to Julia documentation and source code through Cl…
F 30 55 60 58 61 76 89
14909
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
14910
variflight
Variflight MCP Server Claim 1
A Model Context Protocol server implementation that provides tools for querying…
F 30 54 72 63 23 81 92
14911
zeocax
Code Analysis MCP Server Claim 1 2
A modular MCP server that provides tools for file operations, regex-based code …
F 30 54 84 43 N/A 19 87 51
14912
Fewsats
amazon-mcp Claim 1
Amazon MCP server to search & buy products using the L402
F 30 54 64 22 N/A 39 90 88
14913
Ustinianslife
MySQL MCP Server Pro Claim 1
Enables comprehensive MySQL database operations including CRUD, performance opt…
F 30 55 78 45 47 76 84
14914
antoncoding
Brian Knows Claim 1 3
Enhance your applications with intelligent context-aware capabilities. Leverage…
F 30 54 84 68 N/A 26 90 92
14915
oxgeneral
agentnet Claim 1 2
Agent-to-agent referral network where AI agents discover, recommend, and refer …
F 30 66 90 52 0 29 80 93
14916
chrisboden
A simple template for creating custom tools for Cursor IDE using Model Context …
F 30 55 86 41 40 80 97
14917
inkbytefo
screenmonitormcp Claim 1 2
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
F 30 54 84 38 N/A 69 87 90
14918
mrexodia
user-feedback-mcp Claim 1
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline an…
F 30 54 66 55 N/A 48 87 97
14919
grahama1970
An enhanced Model Context Protocol (MCP) server that allows running Claude Code…
F 30 54 90 61 N/A 61 89 92
14920
ocean1
An MCP server that enables direct communication between two Claude instances, a…
F 30 55 79 72 44 76 81
14921
alfredang
NotebookLM MCP Claim 1
Integrates Google NotebookLM into Claude to allow users to manage notebooks, ad…
F 30 54 64 55 N/A 31 90 100
14922
semistrict
MCPMan Claim 1 2
A Model Context Protocol server manager that acts as a proxy/multiplexer, enabl…
F 30 55 85 67 29 76 91
14923
jmanhype
MCP Flux Studio Claim 1 2
A server that integrates Flux's advanced image generation and manipulation feat…
F 30 55 96 72 52 78 98
14924
gardner
PostgreSQL MCP Server Claim 1 2
Provides read-only access to PostgreSQL databases, allowing LLMs to inspect tab…
F 30 55 78 55 30 74 96
14925
NewToolAI
Imagenx MCP Server Claim 1 2
AI-powered image and video generation and processing server that supports text-…
F 30 66 90 70 90 62 77 81
14926
Vincent-Dhalluin
uptodoc Claim 1
Enables AI assistants in IDEs to query custom documentation databases for more …
F 30 66 60 51 0 51 80 94
14927
gabrimatic
A MCP server providing real-time web search capabilities to any AI model.
F 30 54 73 58 N/A 37 90 94
14928
spacecode-ai
SpaceBridge-MCP Claim 1
Bring structure and preserve context in vibe coding by automatically tracking i…
F 30 54 60 68 N/A 52 90 89
14929
lordstyled55
An MCP server that enables AI clients to delegate tasks to autonomous developer…
F 30 55 69 58 24 71 93
14930
teddynote-lab
Quick-start Auto MCP Claim 1
A tool that helps easily register Anthropic's Model Context Protocol (MCP) in C…
F 30 54 72 40 N/A 51 82 94
14931
havingautism
Qurio Claim 1
Qurio brings multi-provider models, custom agents, reusable skills, MCP servers…
F 30 54 100 43 N/A 48 87 99
14932
bddda
An MCP server that automates the continuation of AI tasks by intercepting tool …
F 30 54 53 51 N/A 30 75 86
14933
iRahulPandey
Serves prompt templates through a standardized protocol for transforming basic …
F 30 55 84 31 39 76 89
14934
vurgunhajiyev
MCP Gateway Claim 1
A production-ready unified entry point for AI agents that implements the Model …
F 30 55 78 73 32 81 57
14935
jesusperezdeveloper
A template for building MCP servers from OpenAPI specifications, enabling autom…
F 30 55 80 43 34 78 97
14936
skitzo2000
Enables AI agents to interact with Discord by sending notifications, creating c…
F 30 55 68 35 25 80 89
14937
TranHoaiHung
figma-ui-mcp Claim 1 2
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
F 30 54 84 27 N/A 72 89 95
14938
hellomcp
A simple Model Context Protocol server demonstration that provides SSE streamin…
F 30 55 84 58 45 80 93
14939
mingdedi
一个用于联网搜索的MCP服务器,基于博查搜索API A MCP server for internet search, based on the Bocha …
F 30 55 34 35 44 78 82
14940
groundcobra009
Hourei MCP Server Claim 1 2
Enables searching and retrieving Japanese legal information from the e-Gov Law …
F 30 55 84 53 33 80 90
14941
mchardysam
Reachy Claude MCP Claim 1
Integrates the Reachy Mini robot or its simulation with Claude Code to provide …
F 30 54 72 30 N/A 46 90 90
14942
MacJedi42
A debug tool for platform developers to verify that their MCP App hosts correct…
F 30 55 66 57 47 82 58
14943
Zuga-luga
ZugaShield Claim 1 2
A 7-layer security system for AI agents that detects and blocks prompt injectio…
F 30 55 90 73 65 80 72
14944
AdamGustavsson
Claimify Claim 1
Extracts verifiable, decontextualized factual claims from text using a research…
F 30 55 92 57 40 76 91
14945
v3nom
Fetches web page content, converts it to Markdown, and optionally processes it …
F 30 55 90 56 50 76 91
14946
mobb-dev
mobb-vibe-shield-mcp Claim 1
[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabili…
F 30 66 96 60 0 55 77 90
14947
fgasparetto
MCP server for transcribing Google Chat voice messages using Groq Whisper API
F 30 54 51 41 N/A 50 71 92
14948
arthurpanhku
DocSentinel Claim 1 2
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
F 30 55 45 61 85 80 76
14949
PhialsBasement
Zonos TTS MCP Server Claim 1 2
Facilitates direct speech generation using Claude for multiple languages and em…
F 30 55 56 57 24 76 74
14950
praveencs87
Trello MCP Server Claim 1
Enables AI assistants and automation tools to interact with Trello boards, list…
F 30 55 76 66 23 80 86
Showing 14901–14950 of 66502 servers
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