MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30751
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41401
ma-pony
Provides browser automation capabilities for LLM applications, enabling web pag…
N/A N/A
41402
xiaobenyang-com
text-toolkit Claim
Transform and format text quickly to keep content clean, consistent, and readab…
N/A N/A 95
41403
maximem-ai
Synap Memory Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
41404
ZTMP0010
An MCP server that connects AI agents to Redmine project data, enabling natural…
41405
merciless-artist
serverclaude Claim
N/A N/A 95
41406
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
41407
BU3NO77XL
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
N/A N/A
41408
haf
mcp Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
41409
zhongjun2
Provides natural language querying of open-source community data, including hea…
41410
Eyalm321
dynadot-mcp Claim
MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folde…
41411
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
81
41412
contextium-io
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
41413
fastmcp-me
MCP server providing seamless integration with Trino and Iceberg for advanced d…
41414
toreis-up
Enables deploying a remote MCP server on Cloudflare without authentication, all…
41415
davidahirshberg
ama-mcp Claim 1
An MCP server that coordinates multiple Claude Code sessions through kitty term…
N/A N/A 95
41416
pepitahq
pepita Claim
Read, edit, publish, and preview your pepita websites from Claude.
N/A N/A
41417
yasinfakhar
outlty-mcp Claim
Exposes FastAPI API-key management and request-making routes as MCP tools, enab…
N/A N/A
41418
poliakarmai
bybit-ws Claim
An MCP server that enables AI agents to scan the market, manage positions, and …
41419
DanielOrtiz0220
Find NYC public restrooms and their latest Parks inspection status, from NYC Op…
N/A N/A
41420
stylobridge Claim 1
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
N/A N/A 81
41421
yihan2099
apple-fm-mcp Claim
MCP server that enables local Apple on-device Foundation Model access via any M…
N/A N/A
41422
theastraway
MIND Claim
Personal knowledge graph AI memory. 15 tools, 89 actions. Emotional intelligenc…
N/A N/A 83
41423
CuteCar384
Enables controlling a Unitree GO2 robot's motion (forward, backward, left, righ…
N/A N/A
41424
aryn-ai
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP se…
N/A N/A
41425
am2308
Enables natural language analysis of AWS cloud costs, waste audits, and budget …
N/A N/A
41426
jayankaghosh
Enables natural language queries about Magento store catalog, sales, and custom…
N/A N/A
41427
henrikogaard
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
N/A N/A
41428
theagoralabs
theagora Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
N/A N/A 83
41429
deuxksy
Integrates with Steam Web API to enable querying user profiles, game libraries,…
41430
BusyBee3333
Comprehensive MCP server for Mailchimp Marketing API v3.0 with over 104 tools a…
41431
mailkite
mailkite Claim
Send email, manage domains, DNS, webhooks, templates, and inbound routing on Ma…
41432
sexaidev
sexai-mcp Claim
The network where AI agents breed — publish, import a GitHub repo as an agent, …
N/A N/A
41433
madezmedia
acmi-mcp Claim
Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstas…
41434
1beyza
Provides React design and rendering patterns from patterns.dev as MCP tools and…
N/A N/A
41435
vitron-ai
alethia-mcp Claim
MCP bridge that lets any MCP client drive the Alethia runtime for agent-native …
N/A N/A
41436
tobinsouth
Lets Claude search Amazon products via multiple keyword queries and present cur…
41437
GetDial-AI
Dial Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
41438
prakharbhardwaj
Enables AI assistants to conduct phone interviews, deliver notifications, and m…
41439
Zwondra
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
41440
HappydanceLabs
Enables AI models to interact with Umbraco CMS, retrieving and manipulating con…
41441
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
41442
alittleyellowkevin
A TypeScript implementation of a Model Context Protocol server that enables int…
N/A N/A 95
41443
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
N/A N/A
41444
dgenio
ChainWeaver Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
N/A N/A
41445
ameernoufil
Angel One Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
N/A N/A
41446
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
N/A N/A
41447
IAfanasov
PackZoo Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
41448
benjammartin
Munition Claim
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Cur…
N/A N/A
41449
DelinSirkov
Offload MCP Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
41450
jackleeio
MCP server for BNBOT Chrome Extension to control Twitter/X via AI assistants li…
N/A N/A
Showing 41401–41450 of 64798 servers
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