MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29239
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38851
swamy.fwd
av1 Claim
N/A N/A 95
38852
mtjandra
An MCP server for weather information.
N/A N/A 95
38853
zfy465914233
Lore Agent Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
81
38854
YuzuKyouma
ponzu Claim
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
N/A N/A 75
38855
pchawla-a6su
DevDrops Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
81
38856
design-smith
MuntuAI Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
38857
SteepHq
Steep Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
38858
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
N/A N/A 95
38859
chayasin
Enables AI assistants to interact with PostgreSQL databases through query execu…
N/A N/A 95
38860
floriangrousset
OPNsense MCP Server
81
38861
harshil1502
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
N/A N/A
38862
sevalla-templates
A demonstration server implementing the Model Context Protocol with Server-Sent…
38863
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
38864
mssql-writer Claim 2
MCP server for Microsoft SQL Server — read and data write operations, no DDL
N/A N/A 81
38865
Ap0c123
WAHA MCP Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
N/A N/A 95
38866
CSOAI-ORG
crypto-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38867
meetronwilson
VibeOps MCP Claim
Enforces structured product development through contract-based validation of mo…
N/A N/A 95
38868
Vince1024
MCP Outlook Claim
Enables AI assistants to manage Microsoft Outlook emails, calendar events, cont…
N/A N/A
38869
musictechlab
mtl-c2pa-mcp Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
N/A N/A
38870
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
38871
tinydarkforge
Engram Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
N/A N/A
38872
edithatogo
OSF CLI Go Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
N/A N/A
38873
ruchit
gsc Claim
N/A N/A 95
38874
1126misakp
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
38875
mbrown1837
Enables comprehensive WordPress and Elementor management through 60 powerful to…
81
38876 N/A N/A 95
38877
steiza
Enables asking natural language questions about OpenSSF Scorecard security asse…
38878
kevinrobberts
TestMCP Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
N/A N/A 95
38879
sivabhogela88
A production-ready server that enables AI assistants like Claude Desktop to sea…
N/A N/A 95
38880
mizrahidaniel
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
38881
sydasif
An MCP server that integrates Nornir with NAPALM and Netmiko, enabling LLMs to …
N/A N/A
38882
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
38883
Aditya251610
OpenTool Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
38884
@Imsxm15
job-searchoor Claim
N/A N/A 95
38885
arjunkmrm
Linkup Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
81
38886
Semondora
A foundation for building interactive applications using the Model Context Prot…
N/A N/A 95
38887
Ubani-Studio
Enables AI assistants to control CLO3D for pattern creation, fabric swapping, s…
N/A N/A
38888
opendatalab
Enables AI agents to search, deep-read, and build knowledge bases from Markdown…
N/A N/A
38889
crismardev
A deployable MCP server on Cloudflare Workers that enables tool integration wit…
81
38890
Sagargupta16
A personal AI memory hub that stores and retrieves personal data from any MCP-e…
N/A N/A
38891
Mukkesh20
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
81
38892
xiaobenyang-com
sbwsz Claim
搜索并筛选万智牌卡牌,优先查看中文卡面,按颜色、类别、费用等条件快速定位目标。浏览系列信息与全套清单,轻松追踪新系列并回顾历史扩展。创作由卡图拼字组成的趣味图…
N/A N/A 95
38893
wfz0345
test Claim
N/A N/A 95
38894
Mearman
MCP server and CLI tool for interacting with the Wayback Machine without API ke…
N/A N/A
38895
openascot
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ g…
81
38896
CSOAI-ORG
hash-utils-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38897
NeuroGhostDev
Booster MCP Claim
Booster MCP turns complex codebases into understandable systems with semantic s…
N/A N/A
38898
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
N/A N/A
38899
leon-jarvis1
habitca-mcp Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
38900
kustodia
Agentic escrow payments for AI agents. Create, fund, and release escrow payment…
81
Showing 38851–38900 of 40750 servers
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