MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4801
RickoNoNo3
ThinkMem Claim 2
ThinkMem is an MCP server for memory management of large language models, offer…
B 74 55 82 82 59 90 45
4802
akshat12000
A beginner-friendly MCP server that enables AI to explore file systems through …
B 74 55 84 100 N/A 26 95 42
4803
slashprint
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claud…
B 74 54 84 58 N/A 31 95 93
4804
crdant
mbta-mpc-server
B 74 55 72 63 65 81 91
4805
n24q02m
better-godot-mcp Claim 2
18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScrip…
B 74 55 51 100 N/A 79 95 44
4806
aj47
Enables debugging and automation of native Electron applications on macOS throu…
B 74 54 80 57 N/A 30 95 98
4807
OnePieceLwc
Word Cloud MCP Claim
Enables creation of word cloud visualizations from various document formats (PD…
B 74 54 84 58 N/A 42 95 84
4808
yzfly
douyin-mcp-server Claim 1
提取抖音无水印视频链接,视频文案,douyin-mcp-server,mcp,claude skill,支持龙虾
B 74 55 66 82 N/A 55 81 83 HT
4809
johnsorrentino
MCP Namecheap Server Claim 1
Provides integration with the Namecheap API for domain management operations, i…
B 74 55 86 66 23 80 100
4810
tcsavage
Provides semantic search capability over Obsidian vaults and exposes recent not…
B 74 54 94 57 N/A 17 95 88
4811
georgeLochner
Playwright MCP Claim 2
Provides browser automation capabilities for LLMs using Playwright's accessibil…
B 74 55 62 100 59 82 63
4812
yenyifu
Enables AI assistants to check domain name availability for single or multiple …
B 74 55 78 100 42 83 55
4813
shizhMSFT
ORAS MCP Server Claim
Enables users to interact with container registries through the ORAS CLI, provi…
B 74 55 72 58 57 83 100
4814
jayasimhag1reddy
Enables cross-window context sharing in VS Code by persisting Copilot conversat…
B 74 54 90 52 N/A 27 95 95
4815
BartoseLudwiczuk
Converts various file types (PDF, images, audio, DOCX, XLSX, PPTX) and web cont…
B 74 55 78 58 48 81 100
4816
zeeweebee
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
B 74 54 68 62 N/A 44 90 100
4817
gvbigdata
Task MCP Server Claim 1
A simple task management server that enables users to add, list, complete, and …
B 74 55 78 100 N/A 21 95 55
4818
flesler
mcp-tasks Claim 1
A comprehensive and efficient MCP server for task management with multi-format …
B 74 55 76 82 N/A 52 81 71
4819
silvaleo1979
Enables the calculation and management of hourly-based commercial proposals wit…
B 74 54 72 61 N/A 50 92 93
4820
acrolinx
A Model Context Protocol server that integrates with the Acrolinx NextGen API t…
B 74 55 71 73 48 81 93
4821
shashwatgtm
8 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Lead…
B 74 55 84 91 N/A 45 95 41
4822
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
4823
dwisiswant0
Delve MCP Claim 1
A TypeScript-based MCP server providing a complete interface to the Delve debug…
B 74 55 86 53 59 76 95
4824
kustus
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
B 74 55 94 62 32 76 95
4825
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
4826
shuakami
mcp-ssh Claim
Enables AI models to access and manage SSH connections through a standardized i…
B 74 54 70 68 N/A 39 88 97
4827
waldzellai
Clear Thought 1.5 Claim
Provides 30+ unified reasoning operations including systematic thinking, mental…
B 74 55 92 55 50 81 84
4828
fazer-ai
mcp-obsidian Claim
MCP server for Obsidian (TypeScript + Bun)
B 74 54 56 68 N/A 74 87 91
4829
jkearney126
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
B 74 55 90 56 25 84 100
4830
gigamori
An MCP server that executes SQL via ConnectorX and streams the result to a CSV …
B 74 55 79 68 47 81 86
4831
firgga-sunil
Provides production insights and code analysis by leveraging Nexus instrumentat…
B 74 55 78 66 46 82 92
4832
magicuidesign
mcp Claim 1
Official Magic UI MCP server.
B 74 55 68 100 N/A 61 95 37
4833
zhhbinn
YAPI MCP Server Claim 1
Enables AI assistants to manage YAPI API documentation by providing tools to cr…
B 74 55 78 66 48 80 90
4834
247arjun
Grep MCP Server Claim 1
Provides powerful text search capabilities using the grep command-line utility,…
B 74 55 68 100 N/A 56 95 44
4835
aidenlab
An MCP server that bridges AI clients with a frontend 3D visualization applicat…
B 74 55 63 75 45 82 100
4836
lukasmki
Enables AI agents to search the Chemspace API for synthesizable building blocks…
B 74 55 76 65 47 81 95
4837
lutfi-haslab
A serverless implementation of the Model Context Protocol (MCP) that runs on Ne…
B 74 66 78 75 85 21 81 92
4838 B 74 54 72 68 N/A 45 90 91
4839
kazuph
Enables interaction with Google Chrome tabs through the MCP protocol, allowing …
B 74 54 66 61 N/A 45 95 97
4840
hlpsxc
Enables comprehensive video quality analysis including metadata extraction, GOP…
B 74 54 90 61 N/A 24 94 86
4841
Shin-sibainu
GA4 MCP Server Claim 2
Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ anal…
B 74 55 84 100 42 82 48
4842
integromat
make-mcp-server Claim
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI as…
B 74 54 78 65 N/A 66 89 67
4843
pshap
Enables read-only access to local Calibre libraries for searching metadata, ins…
B 74 54 82 42 N/A 47 95 100
4844
pnmice
Enables natural language management of Docker containers, images, networks, and…
B 74 55 80 61 47 81 95
4845
pkdindustries
soulshack Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
B 74 54 84 71 N/A 77 90 46
4846
michelebergo
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
B 74 54 84 60 N/A 27 90 96
4847
anyrxo
ProtonMail Pro MCP Claim
Enables comprehensive ProtonMail management through SMTP and IMAP, supporting e…
B 74 54 94 48 N/A 23 95 96
4848
enkryptai
secure-mcp-gateway Claim 1
Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - …
B 74 55 78 46 N/A 75 81 93
4849
ampcome-mcps
Enables users to search Airbnb listings with advanced filtering options and ret…
B 74 55 84 100 44 81 43
4850
zcaceres
gtasks-mcp Claim 2
An MCP server to Manage Google Tasks
B 74 55 75 62 48 80 99
Showing 4801–4850 of 67197 servers
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