MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1501
peacockery-studio
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
B 79 55 100 61 52 78 93
1502
yohasacura
Draw.io MCP Server Claim 2
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
B 79 55 63 82 N/A 74 95 81
1503
MervinPraison
PraisonAI Claim
AI Agents Framework with Self Reflection and MCP support
B 79 54 94 32 N/A 78 95 99
1504
kapillamba4
Code Memory Claim
MCP server with local vector search for your codebase. Smart indexing, semantic…
B 79 54 76 58 N/A 81 92 92
1505
Tomatio13
mcp-server-tavily Claim 1
B 79 55 90 71 46 82 95
1506
CaptainCurso
Enables synchronization and management of FoundryVTT journal entries within a N…
B 79 54 80 70 N/A 57 87 95
1507
idoyudha
mcp-keycloak Claim
Managing Keycloak identity and access management
B 79 55 76 82 60 81 93
1508
major
This server provides real-time system performance metrics via Performance Co-Pi…
B 79 54 62 68 87 95 91
1509
ctrlShiftBryan
Enables AI coding assistants to control and inspect a live Chrome browser throu…
B 79 54 80 60 N/A 64 95 94
1510
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1511
gesslar
FluffOS MCP Server Claim
Enables AI assistants to validate LPC code and examine compiled bytecode using …
B 79 54 78 56 N/A 69 95 100
1512
openbnb-org
mcp-server-airbnb Claim 1
Provides tools to search Airbnb and get listing details.
B 79 55 96 60 61 83 91
1513
SurajAdsul
Salesforce MCP Server Claim 3
An MCP server implementation that integrates Claude with Salesforce, enabling n…
B 79 55 79 100 50 76 80
1514
openSVM
zig-mcp-server Claim
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
B 79 54 100 40 N/A 69 95 89
1515
gglessner
Enables interaction with .zim archives by providing tools for article search, c…
B 79 44 72 N/A N/A 43 95 100
1516
sidearmDRM
sidearm Claim
Protect media from AI training, detect AI-generated content, and find stolen wo…
B 79 54 76 71 N/A 73 83 95
1517
tuannvm
mcp-trino Claim 1
A Go implementation of a Model Context Protocol (MCP) server for Trino
B 79 54 69 68 90 81 95
1518
khairulimran-97
Connects AI assistants to the Bayarcash payment gateway API, enabling users to …
B 79 55 84 77 45 81 97
1519
Prekzursil
OmniAudit MCP Claim
A production-grade MCP server offering modules for GitHub issue/PR triage, live…
B 79 55 88 66 73 80 89
1520
ferdhika31
Enables AI assistants to interact with Money Lover personal finance app through…
B 79 55 80 71 64 81 97
1521
CodeAlive-AI
codealive-mcp Claim
Semantic code search and analysis from CodeAlive for AI assistants and agents.
B 79 54 75 86 N/A 55 83 90
1522
m2ai-mcp-servers
MCP server for clinical charting with Claude - document patient visits to EMR
B 79 55 75 91 N/A 52 83 88
1523
OctagonAI
octagon-mcp-server Claim 1
Octagon AI Agents to integrate private and public market data
B 79 55 88 71 59 80 89
1524
septapod
Generates entertaining stories told entirely through emojis with adjustable cha…
B 79 55 94 83 N/A 24 95 82
1525
karl-andres
Enables AI assistants to control FL Studio through MIDI communication, providin…
B 79 55 68 82 N/A 45 95 99
1526
GDWN-BLDR
StateWeave Claim 1
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
B 79 55 96 52 78 82 86
1527
sammcj
mcp-data-extractor Claim 3
A Model Context Protocol server that extracts embedded data (such as i18n trans…
B 79 55 75 100 N/A 66 90 58
1528
joshmsimpson
exiftool Claim 1
Read, write, and remove metadata from 150+ file formats using ExifTool
B 79 55 90 91 N/A 42 95 60
1529
TickTockBent
Charlotte Claim
A token-efficient MCP server that gives AI agents structured access to the web,…
B 79 54 100 30 79 95 92
1530
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1531
Aguantar
kafka-dataops-mcp Claim 1
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
B 79 44 72 N/A N/A 47 95 97
1532
ExpertVagabond
photo-organizer Claim
AI-powered organization for Google Photos and Drive - auto-organize, find dupli…
B 79 54 90 56 N/A 50 95 95
1533
crazyrabbitLTC
MPC Tally API Server Claim 1
A server that allows AI agents to interact with the Tally API to access DAO gov…
B 79 55 100 67 44 80 91
1534
lzy-hhhh
FreeCAD MCP Claim
Enables users to control FreeCAD through natural language for creating, editing…
B 79 44 66 N/A N/A 53 95 97
1535
grab
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, …
B 79 55 90 100 N/A 57 89 48
1536
hanzili
comet-mcp Claim 1
Connect to Perplexity Comet browser for agentic web browsing, deep research, an…
B 79 54 90 57 N/A 57 90 98
1537
Ansvar-Systems
turkish-law-mcp Claim
Turkish legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 91
1538
rowlando
Enables Claude to design strength workouts and push them directly to COROS watc…
B 79 55 78 73 68 81 93
1539
henilcalagiya
google-sheets-mcp Claim
Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Go…
B 79 55 62 100 N/A 51 95 82
1540
ackness
Fetch JSONPath MCP Claim 1
Enables efficient extraction of specific data from JSON APIs using JSONPath pat…
B 79 55 96 91 27 81 84
1541
reminia
zendesk-mcp-server Claim 1
A Model Context Protocol server for Zendesk
B 79 54 77 68 N/A 55 95 97
1542
LucasSiqueiraSurreco
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
B 79 55 90 68 58 81 94
1543
SebastianBaltes
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
B 79 55 78 91 N/A 27 95 89
1544
DojoCodingLabs
nanobanana-mcp Claim 1
A security-hardened MCP server for generating and editing images using Google G…
B 79 55 90 67 48 82 100
1545
TMTrevisan
Enables LLMs to scrape, index, and search modern and legacy Salesforce document…
B 79 54 94 61 N/A 51 89 91
1546
alexarevalo9
ticktick-mcp-server Claim 1
MCP server for TickTick API enabling task management, project organization, hab…
B 79 55 88 100 41 94 56
1547
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1548
BurtTheCoder
virustotal Claim 1
MCP server for querying VirusTotal API with comprehensive security analysis too…
B 79 54 79 72 N/A 63 83 94
1549
jhammant
ClaudeHistoryMCP Claim 1
An MCP server that makes Claude Code conversation history searchable and proact…
B 79 54 79 67 N/A 60 95 92
1550
j0hanz
code-lens Claim
Gemini-powered MCP server for automated code review, analysis, and documentatio…
B 79 54 92 61 N/A 53 95 87
Showing 1501–1550 of 59993 servers
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