MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1401
aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
B 80 55 94 70 65 80 84
1402
ggozad
haiku-rag Claim
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
B 80 54 72 63 N/A 88 92 92
1403
ssaurabh9
Taiga MCP Server Claim 1
Enables seamless integration between Large Language Models and Taiga project ma…
B 80 55 96 91 39 81 78
1404
etsd-tech
mcp-pointer Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
B 80 54 84 56 N/A 75 90 94
1405
macarthy
bruno-mcp Claim
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
B 80 54 88 72 N/A 47 95 91
1406
feedoracle
53 regulatory compliance evidence tools across 3 MCP servers for AI agents. MiC…
B 80 55 69 100 50 81 92
1407
ykarapazar
word-mcp-live Claim 1
Enables AI assistants to edit Microsoft Word documents live while they are open…
B 80 55 90 82 N/A 61 75 83
1408
giovanemartins
localstack Claim 2
MCP server for LocalStack AWS services, enabling AI agents to interact with loc…
B 80 55 73 100 N/A 72 75 76
1409
goPluto-ai
GoPluto MCP Claim
Enables AI assistants to access fresh service provider knowledge, routing rules…
B 80 66 86 76 90 42 81 95
1410
Xplo8E
HackTricks MCP Server Claim 1
Search and query HackTricks pentesting documentation with quick lookup and sect…
B 80 54 94 56 N/A 63 89 91
1411
Angry-Robot-Deals
Sys8 MCP Server Claim
Provides deterministic system information and developer utilities including dat…
B 80 55 78 100 50 81 80
1412
ppetru
Provides AI assistants with access to TiddlyWiki wikis via HTTP API, supporting…
B 80 55 86 72 68 82 91
1413
MushroomFleet
Enhance your transcription workflow with intelligent processing capabilities. A…
B 80 54 96 53 N/A 55 90 99
1414
sota-deploy
sota Claim
Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and …
B 80 54 84 68 N/A 62 89 95
1415
qianniuspace
mcp-security-audit Claim
B 80 55 96 58 72 82 91
1416
samwang0723
An AI-powered server that helps users discover and book restaurants based on lo…
B 80 55 80 70 77 80 92
1417
Hannes221
kali-mcp Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 44 70 N/A N/A 53 95 99
1418
vasylenko
bear-notes-mcp Claim 1
MCP Server for Bear note taking app available as Claude Desktop extension or st…
B 80 44 60 N/A N/A 73 95 97
1419
Ansvar-Systems
jamaican-law-mcp Claim 1
Jamaican legislation via MCP — full-text search across statutes and provisions
B 80 54 71 93 N/A 35 95 93
1420
bsangars
MPO MCP Server Claim
Enables AI assistants to interact with GitHub repositories, Confluence document…
B 80 55 90 87 29 81 96
1421
muammar-yacoob
Gmail Manager Claim
Gmail Manager MCP gives Claude Desktop direct access to your Gmail inbox, allow…
B 80 54 68 73 N/A 69 90 100
1422
blakeyoder
Provides AI assistants with instant access to TypeScript type definitions from …
B 80 54 96 58 N/A 47 95 92
1423
lex-tools
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
B 80 54 90 63 N/A 59 92 91
1424
exjskdjsdfks
⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux dist…
B 80 54 90 66 N/A 52 88 99
1425
dsgarage
ReviewMCP Claim 1
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
B 80 55 78 82 N/A 33 95 100
1426
aplaceforallmystuff
mcp-pihole Claim
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
B 80 54 90 65 N/A 58 83 99
1427
czlonkowski
Enables AI agents to manage n8n workflow automation instances through tools for…
B 80 55 94 75 51 80 91
1428
uyu423
requarks-wiki-mcp Claim 1
An MCP server that enables AI agents to interact with Wiki.js as a knowledge ba…
B 80 55 75 77 73 82 96
1429
xynehq
jaf-py Claim
Functional Python agent framework with MCP support, enterprise security, immuta…
B 80 54 90 40 N/A 78 95 100
1430
bright8192
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), …
B 80 55 100 70 37 80 99
1431
ArchAI-Labs
A Model Context Protocol (MCP) server that provides a set of tools for retrievi…
B 80 54 72 76 N/A 59 90 100
1432
trillboards
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
B 80 66 96 70 92 50 82 81
1433
aserper
Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…
B 80 55 84 82 61 81 84
1434
pnizer
wweb-mcp Claim
WhatsApp Web MCP Server
B 80 54 86 68 N/A 51 90 100
1435
abyssbugg
Task Manager Claim
Enables users to manage tasks through a simple JSON file interface. Provides ba…
B 80 54 90 58 N/A 59 95 95
1436
sammcj
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
B 80 55 90 70 61 82 94
1437
grizzlypeaksoftware
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
B 80 55 86 72 58 81 96
1438
visaacceptance
The Visa Acceptance Model Context Protocol server allows you to integrate with …
B 80 55 96 70 46 81 95
1439
Ansvar-Systems
ethiopian-law-mcp Claim
Ethiopia legislation via MCP -- full-text search across statutes and provisions
B 80 54 75 93 N/A 34 95 91
1440
mntlabs
Monitors development server logs in real-time and provides Claude with immediat…
B 80 54 94 71 N/A 23 95 99
1441
StacklokLabs
osv-mcp Claim
Access the OSV (Open Source Vulnerabilities) database for vulnerability informa…
B 80 55 86 62 78 81 92
1442
kenforthewin
Docker MCP Server Claim
Enables secure execution of shell commands and file operations within isolated …
B 80 55 90 71 52 81 98
1443
rog0x
mcp-json-tools Claim
An MCP server that provides tools for JSON validation, diffing, and transformat…
B 80 44 72 55 95 95
1444
entro314-labs
Generates all required web app icons and manifest files from a single source im…
B 80 54 94 61 N/A 50 92 92
1445
aflekkas
reddit-mcp-server Claim
reddit-mcp-server
B 80 54 96 60 N/A 42 95 96
1446
yostos
jrnl MCP Server Claim
A server that enables Claude to access and search through command-line journal …
B 80 54 78 58 N/A 79 92 94
1447
Vishisht16
humane-proxy Claim
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
B 80 44 72 N/A N/A 75 75 99
1448
huangfeng19820712
MySQL MCP Server Claim
Enables AI models to interact with MySQL databases through a standardized inter…
B 80 55 96 58 63 81 99
1449
JustasMonkev
MCP server for automated web accessibility scanning with Playwright and Axe-cor…
B 80 54 79 70 N/A 74 95 82
1450
omar-haris
Smart Coding MCP Claim 2
Provides intelligent semantic code search using local AI embeddings, enabling n…
B 80 55 88 95 N/A 63 95 48
Showing 1401–1450 of 59993 servers
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