MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29236
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39301
universal-mcp
Provides a standardized interface for interacting with Contentful's tools and s…
39302
feifeigood
MCP server for E2B code sandbox, enabling creation, management, and execution o…
39303
ccampora
Enables D365 F\&O development including object creation, modification, deletion…
N/A N/A
39304
kevinLiJ
An MCP server that enables fetching YApi interface details via a tool, allowing…
39305 N/A N/A 95
39306
botmonster
An MCP server that converts raster images (PNG, JPG, WEBP) to scalable SVG vect…
39307
socfortress
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
39308
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39309
master-metrics
Master Metrics MCP v1.0.0 Master Metrics MCP brings your marketing data direct…
81
39310
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
39311
zephyrgoose
A minimal MCP server example that provides basic utility tools including text e…
N/A N/A 95
39312
devndesigner6
unsubly Claim
MCP server with 12 tools enabling AI agents (Claude, ChatGPT) to manage Algoran…
39313
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
39314
swamy.fwd
av1 Claim
N/A N/A 95
39315
mtjandra
An MCP server for weather information.
N/A N/A 95
39316
zfy465914233
Lore Agent Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
81
39317
YuzuKyouma
ponzu Claim
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
N/A N/A 75
39318
pchawla-a6su
DevDrops Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
81
39319
design-smith
MuntuAI Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
39320
SteepHq
Steep Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
39321
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
N/A N/A 95
39322
chayasin
Enables AI assistants to interact with PostgreSQL databases through query execu…
N/A N/A 95
39323
floriangrousset
OPNsense MCP Server
81
39324
harshil1502
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
N/A N/A
39325
sevalla-templates
A demonstration server implementing the Model Context Protocol with Server-Sent…
39326
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
39327
mssql-writer Claim 2
MCP server for Microsoft SQL Server — read and data write operations, no DDL
N/A N/A 81
39328
Ap0c123
WAHA MCP Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
N/A N/A 95
39329
CSOAI-ORG
crypto-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39330
meetronwilson
VibeOps MCP Claim
Enforces structured product development through contract-based validation of mo…
N/A N/A 95
39331
Vince1024
MCP Outlook Claim
Enables AI assistants to manage Microsoft Outlook emails, calendar events, cont…
N/A N/A
39332
musictechlab
mtl-c2pa-mcp Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
N/A N/A
39333
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
39334
tinydarkforge
Engram Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
N/A N/A
39335
edithatogo
OSF CLI Go Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
N/A N/A
39336
ruchit
gsc Claim
N/A N/A 95
39337
1126misakp
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
39338
mbrown1837
Enables comprehensive WordPress and Elementor management through 60 powerful to…
81
39339 N/A N/A 95
39340
steiza
Enables asking natural language questions about OpenSSF Scorecard security asse…
39341
kevinrobberts
TestMCP Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
N/A N/A 95
39342
sivabhogela88
A production-ready server that enables AI assistants like Claude Desktop to sea…
N/A N/A 95
39343
mizrahidaniel
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
39344
sydasif
An MCP server that integrates Nornir with NAPALM and Netmiko, enabling LLMs to …
N/A N/A
39345
xiaobenyang-com
logo-analyze Claim
提取任意网站的最佳Logo链接,方便在页面、卡片或报告中直接使用。分析Logo的尺寸、格式与清晰度,自动挑选最合适的版本。节省查找与比对时间,让你的界面呈现更…
N/A N/A 95
39346
Aditya251610
OpenTool Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
39347
@Imsxm15
job-searchoor Claim
N/A N/A 95
39348
arjunkmrm
Linkup Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
81
39349
Semondora
A foundation for building interactive applications using the Model Context Prot…
N/A N/A 95
39350
Ubani-Studio
Enables AI assistants to control CLO3D for pattern creation, fabric swapping, s…
N/A N/A
Showing 39301–39350 of 40750 servers
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