MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39901
The-Lambda-Group
OmegaAI Claim
Query, browse, and automate OmegaAI workspaces from any MCP client. Streamable …
39902
zayedrais
An MCP server using Google's Agent Development Kit with multiple specialized ag…
N/A N/A
39903
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
39904
waymarks
Waymark Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
N/A N/A
39905
oliver-charles-rene-grabner-hju9
Composer Claim
<p align="center"> <img src="https://github.com/OliverGrabner/composer-mcp/ra…
N/A N/A 95
39906
Curious-Layer
Enables interaction with Polymarket prediction markets through read-only access…
81
39907
ajaaysrinivaas
reddit_mcp Claim
A Model Context Protocol server for reading public Reddit data and posting auth…
39908
MCP-Mirror
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
81
39909
Catter58
mcpBPMSoft Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
39910
lasawno99
Browser MCP Claim
Automate your browser with AI using an MCP server and Chrome extension, enablin…
N/A N/A
39911
agentcentral-to
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
39912
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
81
39913
Hyperion-GPU
ProofFlow Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
N/A N/A
39914
zoharbabin
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
39915
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
39916
lazymac2x
smart-data-extractor MCP server on Cloudflare Workers · REST + MCP JSON-RPC · f…
39917
sessemi
sessemi-mcp Claim
Enables AI agents to scrape websites protected by Cloudflare, DataDome, and Aka…
39918
Rastrian
Enables AI clients to manage Discord servers through natural language, offering…
39919
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
N/A N/A
39920
dungeonroll0
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
N/A N/A 75
39921
lewadik
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
81
39922
mjbeatty89
mcpserv Claim
N/A N/A 95
39923
vivek081166
Japan-specific utilities for AI agents: era ↔ Western year conversion (令和8年 ↔ 2…
N/A N/A
39924
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
81
39925
ms-spown
OrgGen AI Claim
Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot …
39926
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
39927
gepappas98
mcprice Claim
finance crypto
81
39928
Pls
perplexity Claim
N/A N/A 95
39929
MCP server providing personalized greetings with AI-powered tools using Spring …
N/A N/A 81
39930
smithery
Notion Claim
Manage your workspace by searching, creating, and updating pages or databases. …
81
39931
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
39932
henrikaslund
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
81
39933
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
39934
Hyeongseob91
Generate detailed weapon recoil trajectory data for machine guns, pistols, and …
N/A N/A 95
39935
butterbase
Butterbase Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
81
39936 N/A N/A 95
39937
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
81
39938
martparve
selver-mcp Claim
Enables Claude to search products, build a shopping cart on Selver.ee, and open…
N/A N/A
39939
jdubois
A wrapper around the Azure CLI command line that allows you to talk directly to…
N/A N/A 95
39940
mcp-hub-corp
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
39941
yusukebe
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
39942
toutcreer
FINOPTIMA Claim
AI trading agent: multi-pool AMM, 4 strategies, marketplace, copy trading. 35 t…
N/A N/A 83
39943
fvanevski
Enables performing Google searches using the Custom Search Engine API with supp…
39944
michaelluckx
Search 8,000+ corporate event venues across 40+ cities. Tools for venue search …
39945
loyalspark
Onchain Loyalty-as-a-Service on Base L2. AI agents can create loyalty programs,…
81
39946
Cap-of-tea
AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools
N/A N/A
39947
subzeroid
hikerapi-mcp Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
39948
adrian
garmin-mcp Claim
N/A N/A 95
39949
echo3s
echo3s-mcp Claim
81
39950 N/A N/A 95
Showing 39901–39950 of 40420 servers
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