MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6501
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 55 84 100 42 82 37
6502
agentscore-trustless
Provides access to the AgentScore Registry on Base Sepolia to retrieve agent re…
B 72 55 74 61 48 81 93
6503
smart-mcp-proxy
mcpproxy-go Claim
Smart MCP proxy with BM25 tool discovery, quarantine security, and ~99% token s…
B 72 54 80 40 N/A 77 92 72
6504
renepajta
m365-copilot-mcp Claim
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
B 72 55 72 67 47 82 89
6505 B 72 55 60 77 N/A 47 81 94
6506
Rahulec08
MCP Appium Server Claim
A Model Context Protocol (MCP) server that enables mobile app automation using …
B 72 54 90 28 N/A 55 95 90
6507
joelhooks
Logseq MCP Tools Claim 1
A Model Context Protocol server that provides AI assistants with structured acc…
B 72 54 53 71 N/A 45 90 99
6508
Sumitbhoyar
Provides browser automation capabilities using Playwright, enabling users to na…
B 72 54 78 56 N/A 27 90 100
6509
ericbrown
project-context-mcp Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 54 64 38 N/A 71 92 100
6510
taylorleese
mcp-toolz Claim 1
Context management, todo persistence, and multi-AI perspectives for Claude Code
B 72 54 90 25 N/A 79 72 100
6511
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
6512
lowprofix
n8n MCP Server Claim
A Master Control Program server that provides workflow validation tools and bes…
B 72 55 96 71 21 76 76
6513
sanyambassi
MCP server for Thales CDSP CAKM integration, enabling secure key management, cr…
B 72 55 79 61 41 77 93
6514
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
6515
CoreyFransen08
Enables interaction with the John Deere Operations Center to browse organizatio…
B 72 54 66 68 N/A 32 88 100
6516
Golto
Pylpex MCP Claim
Enables execution and analysis of Pylpex code through an interpreter, supportin…
B 72 54 66 56 N/A 44 95 94
6517
appreply-co
mcp-appstore Claim 1
This is an MCP server that provides tools to LLMs for searching and analyzing a…
B 72 55 100 82 N/A 51 81 29
6518
PhialsBasement
Kobold MCP Server Claim
A server enabling integration between KoboldAI's text generation capabilities a…
B 72 55 78 82 41 81 68
6519
Anarkitty1
semantic-frame Claim 1
Token-efficient semantic compression for numerical data. 95%+ token reduction.
B 72 54 60 50 N/A 70 94 90
6520
sanjeev23oct
Figma MCP Server Claim
A bridge between Figma designs and React implementations that enables pixel-per…
B 72 55 78 71 27 80 93
6521
elhombrejd
BFL MCP Server Claim 1
An MCP server that enables generating and editing high-quality images with natu…
B 72 54 63 66 N/A 30 95 100
6522
axelterrier
Plex Assistant MCP Claim
Enables users to manage and control their Plex media library through natural la…
B 72 55 78 66 21 81 100
6523
snipefactory
lumen-mcp Claim 1
## 🔦 SnipeFactory: Lumen MCP Engine Lumen MCP is a specialized forensic analys…
B 72 54 84 52 N/A 33 90 91
6524
agentify-sh
Cursor Proxmox MCP Claim
A Python-based Model Context Protocol server that enables managing Proxmox virt…
B 72 55 60 70 46 81 100
6525
edenking0621-png
Enables secure interaction with Notion through a suite of tools for searching, …
B 72 55 78 68 27 82 91
6526
agenticbits
Adds a live git branch status bar to the Claude interface for monitoring multip…
B 72 54 66 55 N/A 44 92 100
6527
markschaake
brain-mcp Claim 1
An MCP server that provides persistent semantic memory backed by PostgreSQL and…
B 72 54 63 75 35 90 88
6528
markswendsen-code
venmo Claim 2
MCP server for Venmo - check balance, send/request money, view history
B 72 54 75 60 N/A 32 87 100
6529
tspspi
mcpXL30 Claim
Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …
B 72 55 72 67 65 80 75
6530
mindflowedstudios
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive co…
B 72 55 84 68 29 76 91
6531
op7418
Generative UI MCP Claim
Provides AI models with structured design guidelines and system prompts for cre…
B 72 55 76 60 37 83 96
6532
TehilaTheStudent
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
B 72 54 66 72 N/A 32 84 100
6533
proofofwork-agency
Reporecall Claim
Zero-tool-call codebase intelligence for Claude Code and MCP clients. Automatic…
B 72 54 94 0 N/A 81 91 98
6534
e2b-dev
mcp-server Claim
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
B 72 54 70 38 N/A 72 100 82
6535
PancrePal-xiaoyibao
ChiCTR MCP Server Claim
Enables querying clinical trial information from the Chinese Clinical Trial Reg…
B 72 55 88 100 45 81 30
6536
oculairmedia
A Model Context Protocol server that enables management of Ghost blog content (…
B 72 55 81 68 23 81 93
6537
ShubhanshuSondhiya
TMDB MCP Server Claim 1
Enables AI assistants like Claude to interact with The Movie Database (TMDB) AP…
B 72 55 94 100 20 80 39
6538
marc-shade
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
B 72 55 94 53 28 81 89
6539
K02D
Enables comprehensive analysis of CSV files and SQLite databases through tools …
B 72 55 60 82 N/A 22 95 90
6540
realpeterz
Mask Editor Claim
Allows users to upload images and paint selections with a brush tool to generat…
B 72 54 74 57 N/A 35 92 94
6541
mordechaipotash
brain-mcp Claim 1
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
B 72 54 84 20 N/A 76 92 93
6542
dhkim0124
Anki MCP Server Claim 1
A Model Context Protocol server that bridges Claude AI with Anki flashcard app,…
B 72 54 73 45 N/A 51 89 99
6543
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 55 60 72 48 81 99
6544
martin-1103
GASSAPI MCP Server Claim
Enables AI assistants to manage API endpoints, environments, and testing workfl…
B 72 55 78 63 29 81 97
6545
UpperMoon0
Web-Scout Claim
Enables AI-powered web searches using DuckDuckGo with automatic summarization v…
B 72 55 78 66 30 81 94
6546
OtotaO
Provides tools for optimizing, fine-tuning, and deploying large language models…
B 72 55 90 100 20 81 44
6547
ai-yliu
Filesystem MCP Server Claim 2
An MCP server that allows Claude AI to perform filesystem operations including …
B 72 54 75 61 N/A 17 95 100
6548
NiuTrans
MCP Document Parse Claim
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
B 72 55 66 68 49 81 91
6549
LyuboslavLyubenov
Solodit MCP Server Claim
A server that allows searching and retrieving Solodit vulnerability reports thr…
B 72 55 82 57 28 81 100
6550
wastrilith2k
Zep MCP Server Claim
Enables Claude to store, search, and retrieve persistent memories using Zep Clo…
B 72 55 78 65 27 81 100
Showing 6501–6550 of 30006 servers
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