MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29543
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5901
ckanthony
openapi-mcp Claim
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API wit…
B 72 55 100 43 44 77 87
5902
katsuhirohonda
Integrates Backlog project management with Claude via Model Context Protocol, e…
B 72 55 78 68 19 81 99
5903
leftspin
Connects to Xcode's build system to extract, parse, and display errors and warn…
B 72 54 96 30 N/A 37 87 99
5904
rafapra3008
Verify AI agent communication protocols using session types. Formal specificati…
B 72 55 72 35 N/A 83 82 94
5905
yty-build
Enables interaction with PostgreSQL databases through a production-ready MCP se…
B 72 55 100 31 42 81 100
5906
run-as-root
A Model Context Protocol server that enables AI assistants to interact directly…
B 72 54 81 53 N/A 33 84 99
5907
guangxiangdebizi
Email MCP Claim 1
A Model Context Protocol server that enables AI models to send emails via simpl…
B 72 55 69 72 33 81 99
5908
onesmartguy
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
B 72 54 66 57 N/A 44 92 100
5909
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
5910
hetaoBackend
mcp-github-trending Claim 3
A MCP server that provides access to GitHub trending repositories and developer…
B 72 55 75 100 45 83 41
5911
alisaitteke
photoshop-mcp Claim 2
MCP server for Adobe Photoshop automation - control Photoshop from AI assistants
B 72 54 75 58 N/A 33 87 100
5912
LyuboslavLyubenov
Solodit MCP Server Claim
A server that allows searching and retrieving Solodit vulnerability reports thr…
B 72 55 82 57 28 81 100
5913
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
5914
Yoon-jongho
Enables Claude to use Google Gemini as a secondary AI through MCP for large-sca…
B 72 55 78 58 45 81 92
5915
mugoosse
Sitemap MCP Server Claim
Sitemap MCP Server
B 72 55 78 60 43 81 93
5916
prem2230
Notes MCP Server Claim
A simple server for saving, listing, and searching notes persisted to a local J…
B 72 44 54 N/A N/A 35 95 100
5917
Unson-LLC
freee MCP Server Claim
Enables Claude to interact with freee accounting software through OAuth 2.0 aut…
B 72 55 84 63 42 81 83
5918
mrphrazer
A headless Ghidra server that enables AI agents to perform deep reverse-enginee…
B 72 55 96 31 51 81 98
5919 B 72 54 62 66 N/A 40 90 95
5920
AllAboutAI-YT
MCPGame Claim
A multiplayer first-person 3D virtual house environment with interactive elemen…
B 72 55 84 62 19 81 100
5921
bymcs
Enables interaction with Microsoft SQL Server and Azure SQL databases through n…
B 72 55 72 67 33 80 98
5922
yamaton
mcp-dice Claim 2
A MCP server enabling LLMs to roll dice
B 72 54 71 55 N/A 41 95 92
5923
GDanksAnchor
Enables browser automation through Anchor Browser's cloud infrastructure with b…
B 72 55 80 55 47 81 93
5924
ampcome-mcps
Enables sending WhatsApp Business messages including text, media, interactive l…
B 72 55 84 91 42 81 49
5925
rileyedwards77
Provides a standardized way to integrate Perplexity AI's features like chat, se…
B 72 55 82 68 23 80 92
5926
vulnersCom
vulners-mcp Claim 1
MCP server for the Vulners.com API
B 72 54 57 68 N/A 51 95 89
5927
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
5928
CoreyFransen08
Enables interaction with the John Deere Operations Center to browse organizatio…
B 72 54 66 68 N/A 32 88 100
5929
diegofornalha
Docker MCP Claim
Enables Docker container management directly through Claude using the Model Con…
B 72 55 90 58 23 81 94
5930
dragonjump
With this you can you can easily manage and query your list of knowledge base(w…
B 72 54 72 68 N/A 36 89 88
5931
adityac7
Provides secure, read-only access to VTION e-commerce analytics data through MC…
B 72 55 84 65 19 81 94
5932
shibuiwilliam
Zenn MCP Server Claim 2
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
B 72 55 72 100 N/A 41 94 39
5933
mimo-3
MCP Imagenate Claim 2
MCP server for image generation using multiple providers (Google Gemini, OpenAI…
B 72 44 51 N/A N/A 50 95 93
5934
mlaugharn
cli-mcp Claim 1
expose clis over model context protocol
B 72 54 86 56 N/A 18 95 87
5935
kentaroh7777
MCP Todoist Claim 1
A Model Context Protocol server implementation compatible with Todoist API, all…
B 72 55 63 70 51 81 95
5936
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
5937
joeseesun
Enables AI image generation using Volcano Engine's Seedream 4.0 API with text-t…
B 72 55 84 51 54 81 86
5938
ShenghaiWang
xcodebuild Claim
Build iOS Xcode workspace/project and feed back errors to llm.
B 72 54 78 52 N/A 48 87 92
5939
dennypradipta
Enables date and time operations including formatting, arithmetic, comparisons,…
B 72 55 74 60 45 81 96
5940
nileshphapale142
Enables AI assistants to access, search, and analyze Google Spreadsheets throug…
B 72 55 72 66 39 81 94
5941
mypracticaltools
reddit-mcp-server Claim
Reddit MCP Server via Apify
B 72 55 72 100 N/A 55 83 40
5942
gogouravr
FastMCP Demo Claim
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
B 72 55 84 83 N/A 28 95 51
5943
igorilic
Enables AI assistants to interact with Obsidian vaults for creating, reading, s…
B 72 55 90 95 33 81 41
5944
KazKozDev
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
B 72 54 100 30 N/A 75 95 58
5945
BretMeraki
Extracts and summarizes learning content from YouTube videos, PDFs, and web art…
B 72 55 78 100 N/A 21 95 44
5946
scald
A Model Context Protocol server that connects to the Tesla Fleet API, allowing …
B 72 55 81 67 53 74 80
5947
KrishnaPapana
A Python-based MCP server implementation that can be easily installed via pip o…
B 72 55 54 82 N/A 22 95 97
5948
Rudra-ravi
MCP TaskManager Claim 2
A Model Context Protocol server that allows Claude Desktop to manage and execut…
B 72 55 73 60 N/A 44 82 96
5949
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
5950
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 55 72 72 32 77 97
Showing 5901–5950 of 46347 servers
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