MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42601
CoMfUcIoS
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
N/A N/A
42602
Jonnyton
Workflow Claim
Create, browse, remix, collaborate on, and run durable AI workflow nodes from M…
42603
zueai
A lightweight MCP server allowing agents to interact with the WorkOS API for st…
81
42604
joonho-wowpocket
mcp-server Claim
N/A N/A 95
42605 N/A N/A 95
42606
fbalzan20-07mz
Mila Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
81
42607
Kryptoskatt
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
N/A N/A 95
42608
Thaylo
astrograph Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
N/A N/A
42609
marchev
claudit Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
42610
qualuo
mcpify Claim
Turns any OpenAPI specification into a fully working MCP server with a single c…
N/A N/A
42611
tandem
Tandem Docs Claim
Tandem Docs is a remote MCP server for helping agents learn how to install, ope…
81
42612
chriswinsatlife
Enhanced TickTick task management server that provides rich functionality inclu…
N/A N/A 95
42613
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
42614
danielbodnar
A Model Context Provider server offering comprehensive access to VyOS network o…
N/A N/A 95
42615
Reculi
recite-word Claim
recite
N/A N/A 95
42616
smartbookingofc
Retrieve your Smart Booking appointments with structured access. Filter by day,…
N/A N/A 95
42617
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
42618
spajjuri.pro
vsfclubnew1 Claim
N/A N/A 95
42619
padmarajnidagundi
Enables AI-driven mobile test automation through planning, generation, and self…
N/A N/A
42620
sfr-development
AI-Powered Offensive Security Research Engine - desktop-native security testing…
N/A N/A
42621
agraciag
patxin Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
N/A N/A 83
42622
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
42623
dreamlaunchersin
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
N/A N/A 95
42624
ayushozha
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
N/A N/A
42625
1261752824
cq_mini Claim
N/A N/A 95
42626
russelenriquez-agile
Enables discovery, querying, and exporting of Tableau Cloud dashboards and data…
81
42627
CSOAI-ORG
stripe-billing-mcp MCP server by MEOK AI Labs
N/A N/A
42628
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
42629
shafarenkacfi
An MCP server that provides [describe what your server does]
N/A N/A
42630
agent-sh
Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop…
N/A N/A
42631
thomas
snapcall Claim
Generate Video call url
N/A N/A 95
42632
paulieb89
UK property data MCP server for AI hosts (Claude, ChatGPT). Wraps Land Registry…
42633
Mogacode-ma
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
N/A N/A
42634
christopher-buss
Enables AI agents to intelligently search and retrieve Roblox documentation thr…
81
42635
VirixLabs
HumanBrowser Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
42636
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
42637
edgarriba
prolink Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
81
42638
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
42639
boreales
Schedule posts around social networks
42640
abhishek-Kumawa
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
42641
ry-ops
Enables interaction with Proxmox VE for managing VMs, containers, storage, and …
42642
chaba11
MCP server exposing Montevideo public transportation data (STM) as tools for AI…
42643
travissavard
docs-mcp Claim
N/A N/A 95
42644
Veroq-api
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
81
42645
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
81
42646
shanggqm
A collection of MCP servers providing medical calculation tools (eGFR, pregnanc…
N/A N/A
42647
jStrider
A Model Context Protocol server that enables Claude to interact with Gmail thro…
N/A N/A 95
42648
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
42649
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
42650
Jarvis-27
Query PostgreSQL databases in plain English — LLM-generated, safety-validated S…
Showing 42601–42650 of 43430 servers
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