MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5051
caiovicentino
DeBank MCP Server Claim
Enables querying DeFi data through DeBank API, including wallet balances, token…
B 74 55 78 70 43 81 90
5052
EricGrill
MCP Predictive Market Claim 1
Aggregates prediction market data from 5 major platforms (Manifold, Polymarket,…
B 74 55 78 52 54 83 100
5053
alexanimal
A Model Context Protocol server that enables interaction with the Tradovate API…
B 74 55 77 68 44 76 98
5054
kuro-tomo
Enables AI agents to autonomously browse inventory, negotiate terms, manage car…
B 74 55 72 68 58 82 89
5055
izharikov
Sitecore Send Claim
Unofficial Sitecore Send MCP Server.
B 74 55 74 67 41 80 100
5056
sonnd08
n8n MCP Server Claim
Provides AI assistants with direct access to the n8n automation platform to man…
B 74 55 100 41 41 81 98
5057
yuru-sha
MCP MySQL Server Claim
Enables LLMs to interact with MySQL databases by inspecting schemas and executi…
B 73 55 80 56 59 81 88
5058
voxel51
Control FiftyOne datasets through AI assistants using the Model Context Protoco…
B 73 54 84 53 N/A 28 92 98
5059
Aler1x
Enables interaction with Monobank personal accounts through MCP tools to fetch …
B 73 55 86 70 19 81 93
5060
gyuco
MCP REST Server Claim
Enables interaction with any REST API through token or login authentication, wi…
B 73 55 84 82 26 81 75
5061
reallygood83
Provides professional UI/UX design expertise and frontend development tools for…
B 73 55 84 61 46 81 85
5062
amarisaster
Provides full Discord API access via the Model Context Protocol, allowing users…
B 73 55 76 70 29 80 100
5063
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5064
hdresearch
Shell MCP Server Claim 1
A Node.js implementation of the Model Context Protocol that provides secure she…
B 73 54 84 51 N/A 50 82 94
5065
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5066
Tiberriver256
Azure DevOps integration for repository management, work items, and pipelines.
B 73 55 74 71 87 81 52
5067
reedm121
pty-mcp Claim
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
B 73 54 66 63 N/A 50 90 95
5068
shayrylmae
Weather MCP Server Claim
Provides real-time, historical, and forecasted weather data for any location wo…
B 73 55 78 65 37 80 98
5069
zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
B 73 55 63 71 N/A 48 82 96
5070
vapvarun
WPCS MCP Server Claim
Integrates WordPress Coding Standards (WPCS) with Claude AI to automatically ch…
B 73 54 78 58 N/A 32 95 93
5071
deeprave
search-mcp Claim
Enables web search capabilities using DuckDuckGo's free API without requiring a…
B 73 55 90 55 24 81 100
5072
dm-nosov
Youtube2Text Claim
A powerful text extraction service that converts YouTube video content into cle…
B 73 55 90 57 34 76 100
5073
keyhoffman
Diff MCP Server Claim 1
Enables Claude to compare text strings for exact equality and display detailed …
B 73 55 90 57 21 84 100
5074
Amirmahdi-Kaheh
CanIUse MCP Claim
Provides intelligent CSS/JS feature compatibility checking with configurable br…
B 73 55 80 100 54 81 37
5075
mako10k
Web Proxy MCP Server Claim 1
Intelligent HTTP/HTTPS proxy server with MCP integration for automated traffic …
B 73 54 78 68 N/A 23 90 93
5076
armaasinghn
Production-ready satellite imagery analysis server that enables natural languag…
B 73 55 84 58 45 81 88
5077
raydeStar
WikiMCP Claim 1
An MCP server for Wiki.js projects that enables full-text search, page retrieva…
B 73 55 75 75 34 78 92
5078
marcopesani
think-mcp-server Claim
A minimal MCP Server that provides Claude AI models with the 'think' tool capab…
B 73 55 70 60 48 84 98
5079
jwaresolutions
Alpaca MCP Server Claim
Provides tools for interacting with the Alpaca Trading API, enabling trading op…
B 73 55 78 61 34 82 100
5080
huajibing
CHGIS MCP Server Claim
Enables querying of China Historical Geographic Information System (CHGIS) data…
B 73 55 80 68 26 81 98
5081
IngeniousIdiocy
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
B 73 54 72 61 N/A 37 95 91
5082
SolonaBot
Fetch MCP Server Claim 1
Enables fetching and converting web content into various formats including HTML…
B 73 55 86 58 27 82 100
5083
nosolosoft
CCGLM MCP Server Claim
Enables Claude Code (Anthropic Sonnet) to invoke Z.AI's GLM-4.6 model through a…
B 73 55 84 68 21 80 96
5084
Slaycaster
Extracts and analyzes key frames from Loom videos or local video files for debu…
B 73 55 60 82 N/A 29 95 91
5085
LLMTooling
Enables LLMs to send messages and rich embeds to Discord via webhooks, supporti…
B 73 55 80 53 51 81 94
5086
georgejeffers
Enables searching and retrieving UK case law from The National Archives, includ…
B 73 54 55 73 44 95 94
5087
kmexnx
Invoice MCP Server Claim
Enables the generation of professional PDF invoices and their distribution via …
B 73 55 90 100 39 81 35
5088
ExpertVagabond
solana Claim
Solana MCP server for wallet, transactions & programs
B 73 54 94 28 N/A 46 95 94
5089
copus-io
copus Claim 1
Search human-curated content recommendations from Copus - The Internet Treasure…
B 73 55 78 57 N/A 47 82 95
5090
Macawls
Connect your Umami Analytics to any MCP client to derive insights from natural …
B 73 55 80 42 70 80 94
5091
ImDPS
Implements a Model Control Protocol server integrated with Google Gemini LLM, p…
B 73 55 84 72 19 81 96
5092
brentwpeterson
Gmail MCP Server Claim 1
Enables interaction with Gmail through MCP-compatible clients to list, read, se…
B 73 55 90 60 32 80 91
5093
johnalvero
Integrates with the Promotexter SMS API to enable sending single SMS messages a…
B 73 55 60 82 39 81 98
5094
adolfosalasgomez3011
Creates professional Slidev presentations with automated Git-based backup and r…
B 73 55 94 58 49 71 84
5095
lansespirit
GPT Image MCP Server Claim 1
An MCP server that enables text-to-image generation and editing using OpenAI's …
B 73 55 69 70 45 81 97
5096
fcggamou
autoicd-mcp Claim 1
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
B 73 55 57 75 54 82 95
5097
des137
QML-MCP Claim 1
Enables quantum machine learning operations using Qiskit, including executing q…
B 73 55 92 53 43 82 85
5098
nuskey8
docs.rs MCP Claim 1
An MCP server that enables searching for Rust crates and their documentation fr…
B 73 55 79 83 N/A 58 95 39
5099
Fato07
log-analyzer-mcp Claim 1
AI-powered log analysis - parse, search, extract errors across 9+ formats
B 73 54 70 35 N/A 81 94 90
5100
cosmix
Confluence MCP Claim 1
A Model Context Protocol server that enables AI assistants to interact with Con…
B 73 55 71 66 49 78 97
Showing 5051–5100 of 59042 servers
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