MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4851
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
4852
huchunlinnk
Provides Kubernetes cluster management capabilities through natural language vi…
B 74 55 80 66 45 81 90
4853
hlpsxc
Enables comprehensive video quality analysis including metadata extraction, GOP…
B 74 54 90 61 N/A 24 94 86
4854
lupuletic
onyx-mcp-server Claim 1
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
B 74 55 84 100 62 80 34
4855
tatn
This MCP server provides unified diffs of two text inputs using Python's standa…
B 74 54 78 55 N/A 39 94 95
4856
neverinfamous
mysql-mcp Claim
Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deploym…
B 74 54 94 26 N/A 83 95 73
4857
windsornguyen
Integrates the Sonar API to provide Claude with real-time web-wide research cap…
B 74 55 80 63 41 81 96
4858
danielefavi
Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic…
B 74 55 78 57 50 81 100
4859
izaitsevfb
Provides access to PyTorch CI/CD analytics data including workflows, jobs, test…
B 74 55 78 82 27 81 91
4860
Ayaanisthebest
Enables AI assistants to interact with native Apple applications including Mess…
B 74 54 96 37 N/A 42 95 91
4861
mario-andreschak
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
B 74 55 78 62 44 80 98
4862
Domoteek
Search for Airbnb listings and get detailed information about accommodations. A…
B 74 54 84 57 N/A 41 90 91
4863
michaelmckinleyconsulting
Enables AI assistants to programmatically manage Power BI workspaces, reports, …
B 74 55 76 66 43 81 97
4864
moonbirdai
Amplitude MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to track…
B 74 55 81 66 39 81 92
4865
arjshiv
Provides quick access to local system utilities including time/date, hostname, …
B 74 54 66 57 N/A 64 89 97
4866
studiomeyer-io
mcp-video Claim
A cinema-grade video production MCP server that enables automated website recor…
B 74 55 84 56 72 82 77
4867
hridaya423
conductor-tasks Claim
A task management system designed for AI development
B 74 54 64 62 N/A 55 92 97
4868
akshat12000
A beginner-friendly MCP server that enables AI to explore file systems through …
B 74 55 84 100 N/A 26 95 42
4869
flowy11
Imagician Claim 1
Enables comprehensive image editing operations including resizing, format conve…
B 74 55 86 100 46 81 43
4870
slashprint
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claud…
B 74 54 84 58 N/A 31 95 93
4871
GreatAuk
MCP Server Starter Claim 1
A TypeScript-based template for building Model Context Protocol servers, featur…
B 74 54 90 65 N/A 38 90 75
4872
yenyifu
Enables AI assistants to check domain name availability for single or multiple …
B 74 55 78 100 42 83 55
4873
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
4874
jkearney126
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
B 74 55 90 56 25 84 100
4875
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
4876
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
4877
lutfi-haslab
A serverless implementation of the Model Context Protocol (MCP) that runs on Ne…
B 74 66 78 75 85 21 81 92
4878
magicuidesign
mcp Claim 1
Official Magic UI MCP server.
B 74 55 68 100 N/A 61 95 37
4879
kazuph
Enables interaction with Google Chrome tabs through the MCP protocol, allowing …
B 74 54 66 61 N/A 45 95 97
4880
ctaylor86
Rendi MCP Server Claim
Enables cloud-based FFmpeg video and audio processing through the Rendi API, al…
B 74 55 78 72 37 81 94
4881
rakeshgangwar
TMDB MCP Server Claim
Enables AI assistants to search and retrieve movie information from The Movie D…
B 74 55 78 67 39 80 100
4882
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
4883
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
4884
michelebergo
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
B 74 54 84 60 N/A 27 90 96
4885 B 74 54 72 68 N/A 45 90 91
4886
kustus
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
B 74 55 94 62 32 76 95
4887
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
4888
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
4889
pshap
Enables read-only access to local Calibre libraries for searching metadata, ins…
B 74 54 82 42 N/A 47 95 100
4890
lukasmki
Enables AI agents to search the Chemspace API for synthesizable building blocks…
B 74 55 76 65 47 81 95
4891
kbyk004-diy
A server that analyzes website performance using Playwright and Lighthouse, all…
B 74 54 76 61 N/A 40 90 94
4892
zhound420
Enables AI assistants to explore metadata, query data, and perform write operat…
B 74 55 94 62 30 81 91
4893
renl
Meshimize Claim 2
MCP server for the Meshimize agent communication platform: Q\&A groups, messagi…
B 74 54 57 75 60 83 99
4894
cenemil
DNS MCP Server Claim 1
Enables comprehensive DNS operations including lookups for various record types…
B 74 55 90 100 38 81 41
4895
alankyshum
Enables storing and querying memories in a Neo4j knowledge graph with automatic…
B 74 55 86 51 58 81 93
4896
nanyang12138
Enables real-time tracking of AI/LLM research progress by searching and aggrega…
B 74 55 82 91 39 81 61
4897
georgeLochner
Playwright MCP Claim 2
Provides browser automation capabilities for LLMs using Playwright's accessibil…
B 74 55 62 100 59 82 63
4898
LeeMangold
Enables AI models to interact with Freshservice IT service management platform,…
B 74 55 72 71 48 81 95
4899
ExpertVagabond
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
B 74 54 94 33 N/A 67 82 91
4900
lordbasilaiassistant-sudo
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claud…
B 74 54 90 61 N/A 32 75 100
Showing 4851–4900 of 67197 servers
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