MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5201
sunwu51
ORZ MCP Claim
Provides web search capabilities across multiple engines and webpage content fe…
B 73 55 88 65 26 80 91
5202
nvanexan
Enables extraction of design context from Figma files as CSS-like properties an…
B 73 55 78 66 40 82 91
5203
EmpathySlainLovers
Mobile Next MCP Claim 1
A Model Context Protocol server that enables scalable mobile automation for iOS…
B 73 55 45 82 N/A 52 95 93
5204
YobieBen
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
B 73 55 96 51 36 81 88
5205
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
5206
jujumilk3
ezmcp Claim 1
Easy-to-use MCP server framework specialized for SSE.
B 73 54 96 42 N/A 41 90 84
5207
madbonez
caldav-mcp Claim
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
B 73 55 84 67 23 80 98
5208
lorine93s
Marinade Finance MCP Server is an MCP server specifically designed for the Mari…
B 73 55 60 100 N/A 47 95 53
5209
zazencodes
Unit Converter MCP Claim
Provides precise conversions between different units of measurement including t…
B 73 54 60 57 N/A 58 95 98
5210
wapred
MCP Math Tools Claim
Provides basic mathematical operations like addition, subtraction, multiplicati…
B 73 54 74 60 N/A 29 95 100
5211
joe-watkins
Enables accessibility testing of websites and HTML content using axe-core and I…
B 73 54 78 56 N/A 36 95 93
5212
mideind
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
B 73 55 66 82 42 81 89
5213
amarisaster
Provides full Discord API access via the Model Context Protocol, allowing users…
B 73 55 76 70 29 80 100
5214
rados10
Enables secure access to your YouTube Watch Later playlist, allowing retrieval …
B 73 55 88 58 40 81 86
5215
howiehuang220-star
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 73 55 88 58 27 82 100
5216
rungee84
Enables voice-based interactions with Claude by converting text to speech using…
B 73 54 86 60 N/A 18 95 91
5217
dm-nosov
Youtube2Text Claim
A powerful text extraction service that converts YouTube video content into cle…
B 73 55 90 57 34 76 100
5218
dminkovski
azure-diagram-mcp Claim
MCP server that turns natural-language prompts into Microsoft Azure architectur…
B 73 54 72 61 N/A 61 80 88
5219
ttpears
GitLab MCP Server Claim 1
Enable powerful LLM-driven exploration and analysis of GitLab instances with co…
B 73 55 84 82 N/A 67 81 44
5220
dazeb
MCP Handoff Server Claim
Facilitates seamless collaboration between AI agents by providing tools for str…
B 73 55 88 65 21 82 92
5221
thehesiod
psquare Claim 1
MCP server for ParentSquare school-parent communication platform
B 73 55 39 82 N/A 50 95 100
5222
aindreyway
mcp-neurolora Claim 1
Provides tools for collecting and documenting code from directories.
B 73 55 90 66 39 81 79
5223
terhechte
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and…
B 73 54 61 57 N/A 50 95 99
5224
Ademscodeisnotsobad
Provides real-time options analytics, pricing with Greeks, Monte Carlo simulati…
B 73 55 84 65 29 81 93
5225
pab1it0
adx-mcp-server Claim
Query and analyze Azure Data Explorer databases
B 73 55 76 43 73 82 94
5226
jankowtf
A template for creating custom tools for Cursor IDE using Model Context Protoco…
B 73 55 78 56 46 80 100
5227
MCP-Agent766
Legal MCP Server Claim
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
B 73 55 78 71 24 81 98
5228
OleBo
Weather MCP Server Claim
Provides weather information and alerts from the National Weather Service, incl…
B 73 55 60 82 39 81 98
5229
Dedcode14
Enables file management operations on the desktop including creating, reading, …
B 73 55 80 100 N/A 24 95 48
5230
gzpaitch
An API that exposes Unsplash image search, listing, and random photo capabiliti…
B 73 55 74 65 37 80 100
5231
kristofferv98
MCP iCal Server Claim
Agent-powered calendar management for macOS that transforms natural language in…
B 73 54 88 58 N/A 34 95 80
5232
dhofer
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
B 73 55 66 75 39 81 99
5233
OTA-Tech-AI
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser …
B 73 54 96 30 N/A 56 95 82
5234
marc-shade
Enables programmatic execution of coding tasks and autonomous file operations u…
B 73 55 90 68 28 74 89
5235
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5236
stampchain-io
Stampchain MCP Server Claim 1
A Model Context Protocol server that enables interaction with Bitcoin Stamps da…
B 73 55 77 61 51 81 93
5237
leafsicle
Muni-MCP Claim
Professional building code compliance assistant that interfaces with municipal …
B 73 55 72 68 39 81 96
5238
j4c0bs
MCP server that provides SQL analysis, linting, and dialect conversion using [S…
B 73 54 56 70 N/A 50 94 96
5239
renantrendt
Manage your GitHub repositories effortlessly. Create, update, and search files,…
B 73 54 80 43 N/A 50 95 91
5240
AnuwatThisuka
CMMS MCP Server Claim
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
B 73 55 94 91 45 81 39
5241
getrupt
ashra-mcp Claim
Extract structured data from any website. Just prompt and get JSON.
B 73 54 76 60 N/A 35 94 91
5242
flytohub
flyto-core Claim
Secure execution engine for AI agents. 300+ modules, SSRF protection, secrets p…
B 73 54 60 38 N/A 92 88 100
5243
FitoDomik
GitLab MCP Server Claim
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
B 73 55 86 68 21 81 93
5244
aiuluna
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
B 73 55 84 57 N/A 42 95 79
5245
kylegrahammatzen
Enables AI assistants to discover, fetch, and search through Tambo documentatio…
B 73 55 78 57 45 81 98
5246
lucasliet
An MCP server that retrieves current GitHub Copilot usage data, including quota…
B 73 55 69 70 53 80 91
5247
a157034816
Memory MCP Claim 1
A Rust-based MCP server that provides long-term memory capabilities for AI agen…
B 73 54 72 68 N/A 47 92 77
5248
Dingzeefs
MCP Apple Notes Claim 2
A Model Context Protocol server that enables semantic search and retrieval of A…
B 73 54 81 60 N/A 15 95 98
5249
kirill-markin
Weaviate MCP Server Claim 1
A simple MCP server that facilitates website fetching through a configurable se…
B 73 55 94 31 60 82 98
5250
cmann50
Enables Google search and webpage content extraction via Chrome for macOS, allo…
B 73 54 66 61 N/A 47 95 91
Showing 5201–5250 of 30006 servers
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