MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8451
yuqie6
MCP Sheet Parser Claim 1
A Model Context Protocol server designed for AI assistants to directly process …
C 69 55 63 91 N/A 41 95 45
8452
robertheadley
An MCP server to allow you to debug webpages using LLMs
C 69 54 75 46 N/A 31 95 92
8453
dylan-gluck
An MCP server that enables coding agents to execute and manage long-running she…
C 69 55 63 62 31 81 100
8454
trymonoly
Kali-Mcp-Toolkit Claim 1
An MCP server that exposes over 500 Kali Linux security tools to AI models for …
C 69 54 51 66 N/A 45 88 94
8455
shadowcz007
mcp_server_exe Claim
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an…
C 69 55 96 28 N/A 74 81 62
8456 C 69 54 68 50 N/A 22 95 100
8457
parmindersk
mcp-starter Claim
mcp-starter is a secure, starter framework for building MCP servers with JWT-ba…
C 69 55 66 56 41 81 95
8458
aranjan
kite-mcp Claim 1
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
C 69 55 90 10 71 81 99
8459
robcerda
monarch-mcp-server Claim 1
MCP Server for use with Monarch Money
C 69 55 47 82 N/A 49 81 85
8460
guangxiangdebizi
News MCP Server Claim
A smart news search server that automatically switches between multiple news AP…
C 69 55 78 100 29 81 40
8461
robotmem
RobotMem Claim
Enables robots to store, retrieve, and consolidate episodic experiences includi…
C 69 54 76 37 N/A 62 95 73
8462
mikeysrecipes
MCP Notes Claim
A personal knowledge management system built on the Model Context Protocol that…
C 69 55 78 55 27 81 92
8463
pragmar
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
C 69 54 94 20 N/A 48 90 88
8464
vdappdev2
vtimestamp-write Claim 1
MCP server for creating vtimestamp proofs on the Verus blockchain via a local o…
C 69 54 57 61 N/A 54 83 91
8465
ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI de…
C 69 54 51 71 N/A 45 87 91
8466
mxxfun
splid_mcp Claim
C 69 54 72 42 N/A 42 95 89
8467
vaesonshu
An MCP server for data analysis and visualization supporting CSV and Excel file…
C 69 54 69 66 N/A 27 95 78
8468
jneless
TOS MCP Server Claim 1
Enables interaction with Volcengine's TOS (Object Storage) service through MCP …
C 69 55 72 65 45 80 79
8469
thaihoangminh
Enables AI assistants to interact with GitLab merge requests, review code chang…
C 69 55 72 68 28 74 92
8470
0xhackerfren
Provides Cheat Engine-like capabilities for game hacking and reverse engineerin…
C 69 54 72 28 N/A 59 87 100
8471
okoshi-f
Generates random integers within a specified range and random alphanumeric stri…
C 69 55 72 58 26 81 100
8472
AnCode666
NASA-MCP Claim 1
An MCP server that enables LLMs to query data from various NASA APIs, allowing …
C 69 55 59 46 61 82 99
8473
CWNApps
TrustAtom MCP Server Claim 1
Provides cryptographic signing and verification for AI decisions to generate ve…
C 69 55 86 45 N/A 35 80 91
8474
niklauslee
Frame0 MCP Server Claim
Allows creating and modifying wireframes in Frame0 (a Balsamiq-alternative wire…
C 69 55 60 100 61 81 36
8475
xyzbuilds
Enables AI assistants to interact with VMware Workspace ONE UEM environments fo…
C 69 55 68 60 39 81 90
8476
dockersamples
MCP server providing Docker Desktop release notes and security information.
C 69 54 48 52 N/A 61 95 97
8477
wubbyweb
MCP Demo Project Claim
A demonstration server implementing the Model Context Protocol (MCP) with both …
C 69 55 72 58 23 81 100
8478
AllenMaxi
ContextGraph Claim 1
Shared memory bus for MCP-compatible agents with permissions, subscriptions, an…
C 69 54 90 0 N/A 79 87 96
8479
kwp-lab
MCP Fetch With Proxy Claim 1
mcp-fetch
C 69 55 78 82 49 78 48
8480
Angry-Robot-Deals
ACE MCP Server Claim
Implements Agentic Context Engineering to create self-improving AI coding assis…
C 69 55 84 42 49 81 84
8481
p-united
Simple MCP Server Claim
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
C 69 55 72 100 N/A 40 95 19
8482
rrq974kf
Greet people in their preferred language, perform quick calculations, and check…
C 69 55 60 70 N/A 27 81 100
8483
hunter-arton
A Model Context Protocol server that provides web and image search capabilities…
C 69 55 79 58 26 81 91
8484
arjun1194
insta-mcp Claim 2
Instagram MCP server for analytics and insights. Get account overviews, posts, …
C 69 54 70 72 N/A 29 89 73
8485
leomercier
MCP Tunnel Claim
A simple MCP server that allows accessing and executing shell commands on a VM …
C 69 55 82 57 21 81 93
8486
nordeim
Provides AI agents like Claude with secure, controlled access to network securi…
C 69 55 72 67 24 80 91
8487
karnagge
Enables querying Brazilian electoral data through TSE's official API. Supports …
C 69 55 72 65 23 82 92
8488
luoshui-coder
A TypeScript-based MCP server that lets users generate images using OpenAI's da…
C 69 55 94 40 17 80 100
8489
RFingAdam
Provides instant access to EMC emission limits, frequency allocations, restrict…
C 69 55 90 47 26 81 89
8490
mitjaeichhorn
manus-mcp Claim 2
An MCP server that enables interaction with Google Drive through the Google Clo…
C 69 66 45 86 95 25 80 75
8491
sawa-zen
Sound Effects MCP Claim 1
Plays sound effects (completion, newtype, and error sounds) in response to vari…
C 69 54 72 60 N/A 28 92 85
8492
tonyOgbonna
An MCP server that provides interval timing functionality using token-based tim…
C 69 54 57 62 N/A 41 95 88
8493
rnaga
WordPress MCP Server Claim 2
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
C 69 54 73 67 N/A 30 69 95
8494
ai-tools-all
Enables powerful code search across millions of public GitHub repositories usin…
C 69 55 72 62 24 82 92
8495
deepsuthar496
An MCP server that provides real-time financial data integration with Alpha Van…
C 69 55 79 52 20 81 100
8496
iramk11
Claude Data Buddy Claim
Enables conversational analysis of CSV and Parquet files through natural langua…
C 69 54 76 52 N/A 19 95 92
8497
berkayderin
nextscan Claim
MCP server that scans Next.js projects and returns a compact summary
C 69 55 48 100 N/A 50 95 47
8498
khizar-anjum
Enables comprehensive cybersecurity vulnerability assessment by searching GitHu…
C 69 55 84 52 21 82 94
8499
ampcome-mcps
An MCP server that enables LLM applications to control web browsers via Browser…
C 69 54 51 70 N/A 23 95 97
8500
ariffazil
Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-…
C 69 55 66 36 83 77 93
Showing 8451–8500 of 30006 servers
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