MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
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
6151
lundgrenalex
Provides access to FishBase marine biology data including species information, …
B 72 55 86 100 23 81 46
6152
narumiruna
yfinance-mcp Claim 1
An MCP server that uses yfinance to obtain information from Yahoo Finance.
B 72 55 63 63 63 82 92
6153
vyente-ruffin
Enables interaction with Microsoft Planner tasks through natural language using…
B 72 54 84 62 N/A 25 80 99
6154
mario-andreschak
A Model Context Protocol server that enables LLMs to interact with a GameBoy em…
B 72 54 59 58 N/A 45 95 100
6155
GreyC
Jules API MCP Claim 1
An MCP server that enables users to manage Google's Jules AI coding agent sessi…
B 72 55 63 62 53 80 100
6156
mazah81-gif
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
B 72 54 60 70 N/A 28 95 100
6157
GumpperGroup
Enables AI applications to search and analyze UNLOCK MLS real estate data throu…
B 72 55 84 67 26 80 91
6158
browsermcp
mcp Claim
Automate your local Chrome browser
B 72 55 68 60 N/A 50 80 99
6159
OguntolaIbrahim
image-viewer Claim 1
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
B 72 54 78 55 N/A 26 90 100
6160
alamedaim-apps
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
B 72 55 90 62 24 81 88
6161
samwang0723
Allows controlling Apple Music on macOS through an MCP server that supports pla…
B 72 54 68 72 N/A 27 87 99
6162
djm81
Chroma MCP Server Claim 1
A Model Context Protocol server integration that creates a persistent, searchab…
B 72 55 81 58 49 80 86
6163
SylphxAI
An MCP server for managing Linear issues, projects, teams, and milestones throu…
B 72 55 57 71 62 80 92
6164
vmanoilov
zen-mcp-server Claim 2
B 72 54 96 41 N/A 42 94 78
6165
KianSalem
griptape-mcp Claim
Provides AI assistants with direct access to official Griptape framework docume…
B 72 54 70 35 N/A 72 95 92
6166
r3e-network
Neo N3 MCP Server Claim 2
An MCP server that provides seamless integration with the Neo N3 blockchain, al…
B 72 55 81 36 81 76 89
6167
InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
B 72 54 54 53 N/A 85 92 88
6168
mk-8
Enables control of Amazon Music playback through Claude Desktop via the Model C…
B 72 54 78 47 N/A 42 90 100
6169
davidcaraman
Processes documents, analyzes GitHub repositories, and researches companies usi…
B 72 54 78 66 N/A 18 95 91
6170
microsoft
MCP Weather Server Claim
A simple Model Context Protocol server that provides real-time weather data to …
B 72 54 54 58 N/A 55 95 100
6171
salman-arefin74
Repo Therapist Claim 2
An MCP server that transforms repositories into queryable knowledge by combinin…
B 72 54 79 56 N/A 25 92 96
6172
fozagtx
Enables AI agents to interact with the Solana blockchain network, supporting do…
B 72 55 78 65 28 81 100
6173
vaur94
mcp-gitpro Claim 1
A context-efficient GitHub MCP server designed for AI agents to manage reposito…
B 72 55 72 71 91 82 46
6174
apeyroux
MCP XMind Server Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 55 45 100 N/A 54 95 63
6175
DownAtTheBottomOfTheMoleHole
megalinter Claim 1
MCP server for running Ox Security MegaLinter via mega-linter-runner
B 72 54 69 28 N/A 84 95 91
6176
tagny
Tagny MCP Server Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 55 82 31 71 81 99
6177
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
6178
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
6179
mauricio-cantu
Query a variety of data from Brasil resources seamlessly. Access information on…
B 72 54 76 55 N/A 28 94 100
6180
movibe
Memory Bank MCP Claim
Memory Bank Server provides a set of tools and resources for AI assistants to i…
B 72 55 86 30 75 82 89
6181
Shawn5cents
agentskin Claim 2
The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…
B 72 54 84 67 N/A 37 68 94
6182
1RB
mongo-mcp Claim 2
MCP server that provide tools to LLMs such as claude in cursor to interact with…
B 72 55 90 65 N/A 19 80 91
6183
h0ck3ystyx
Synergy/DE MCP Server Claim 1
A read-only server that exposes Synergy/DE documentation as tools and resources…
B 72 55 78 63 29 84 93
6184
Algiras
skillz Claim 1
Self-extending MCP server - build and execute custom AI tools at runtime
B 72 54 66 56 N/A 78 82 82
6185
Sheshiyer
Jina AI MCP Server Claim 2
Enables semantic search, image search, and cross-modal search functionalities t…
B 72 55 78 63 35 80 98
6186
pipethedev
Talk to Figma MCP Claim
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
B 72 55 78 57 39 78 99
6187
serranom
My MCP Server Claim 1
An extensible TypeScript-based MCP server designed for Claude Code with a modul…
B 72 54 78 66 N/A 29 87 86
6188
MagnusJohansson
siglent-sds-mcp Claim 1
An MCP server that enables AI assistants to control Siglent SDS oscilloscopes o…
B 72 55 53 100 N/A 57 95 50
6189
rkampani
Enables AI assistants to perform real-time web searches, fetch webpage content,…
B 72 55 78 70 22 81 94
6190
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
6191
richard0913
ADB MCP Server Claim 2
A Model Context Protocol server that provides Android Debug Bridge functionalit…
B 72 54 75 56 N/A 34 87 99
6192
tko85
Enables conversational processing of Daily Status Reports (DSR) by extracting, …
B 72 55 92 56 32 81 89
6193
UpperMoon0
Web-Scout Claim
Enables AI-powered web searches using DuckDuckGo with automatic summarization v…
B 72 55 78 66 30 81 94
6194
ValentinTarnovsky
This MCP server assists Minecraft Java plugin developers by providing dependenc…
B 72 55 90 58 27 80 89
6195
alpermdr
A production-ready MCP server that enables Claude to interact with local codeba…
B 72 54 96 31 N/A 40 88 99
6196
Bluente
bluente-translate Claim
Translate your documents with formatting intact in 2 minutes
B 72 55 60 73 66 80 85
6197
avalla
Enables generation of AI videos and images using RunComfy APIs. Supports multip…
B 72 55 86 61 24 80 95
6198
Ackberry
Enables control of Spotify playback, search, and playlist management through MC…
B 72 55 78 63 30 81 100
6199
yunfeizhu
MCP Mail Server Claim 1
A Model Context Protocol server that enables email operations through POP3 and …
B 72 55 75 52 51 81 100
6200
suprsend
Manage your entire notification infrastructure using natural language. Trigger …
B 72 44 58 N/A N/A 56 83 93
Showing 6151–6200 of 67197 servers
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