MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62601
thunderbird89
MCP server that reproduces SSE response-size hangs with Anthropic MCP clients b…
62602
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
62603
TanLeJS
A Model Context Protocol server that enables AI agents to interact with Backlog…
N/A N/A 95
62604
Plutor-05
gems-mcp Claim
MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering …
N/A N/A
62605
halvrenofviryel
Enables verification of AI coding agent self-reports against git diff truth and…
N/A N/A
62606
Kif11
Enables AI assistants to control Houdini by executing Python code, querying sce…
N/A N/A
62607
guilhermeyoshida
MCP server for managing Terraform infrastructure as code, enabling initializati…
62608
jmavid
Timezone converter, world clock, date math & meeting scheduler for AI agents. N…
62609
blockchainacademics
bca-mcp Claim
The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…
62610
isantoro-nttdata
Auto-generated MCP server wrapping a Petstore API, providing tools for managing…
62611
junter1989k-ai
Ukraine payments for AI agents — LiqPay cards / Apple Pay via LiqPay. Never hol…
62612
litvan007
Exposes Futurepedia AI tool crawling and universal web page parsing as MCP tool…
N/A N/A
62613
embracingearth-space
Free public tax MCP: GST/VAT, income, company & capital-gains tax for 50+ count…
62614
David-J-Shibley
Suno MCP Claim
An MCP server that generates music using your Suno account, enabling credit che…
N/A N/A
62615
AIHomeDesign
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
62616
Peter-Parker12
A local server that enables Claude or other MCP tools to manage WordPress posts…
62617
AIOProductOS
AIOProductOS spine over MCP — customers, revenue, feedback, work, analytics on …
67
62618
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
62619
Almured
Almured Claim
Marketplace where AI agents ask AI agents that have live or proprietary data.
62620
kanex1
Exposes KanexPro CMS API as tools for Claude, enabling product lookup, category…
62621
druling
A platform for building and managing MCP servers and REST APIs, enabling AI int…
62622
server Claim 1
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals …
N/A N/A 69
62623
linares222
myfitnesspal Claim
Retrieves MyFitnessPal nutrition data including daily summaries, meal breakdown…
62624
nickcheban
pihole-mcp Claim
MCP server for Pi-hole v6.x that provides direct API proxying and composite too…
62625
nickcheban
mikrotik-mcp Claim
Provides read-only (with limited address-list management) access to MikroTik Ro…
62626
ThatOneDevGuy
A Model Context Protocol server for LLM fuzzing and testing, providing secure a…
62627
seankrux
harpa Claim
N/A N/A 95
62628
squadhelp
Search, appraise, trademark-check, and buy premium brandable domain names from …
62629
geraservicesuk
GeraLens MCP (placeholder) — ambient camera-activated service discovery. Launch…
N/A N/A 95
62630
JoaoLucasAl
Enables interaction with Efí Bank's API for PIX payments, charge management, we…
62631
floradistro
Enables AI models to interact with WordPress sites through standardized MCP int…
81
62632
huangjien
Enables read-only integration with GitHub, Jenkins, and Artifactory for DevOps …
62633
junter1989k-ai
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise…
62634
stratosphereips
Enables natural language interaction with Zotero libraries, allowing users to s…
N/A N/A
62635
theastraway
Enables AI agents to persist and retrieve memories via a personal knowledge gra…
62636
JackZhao98
A Model Context Protocol (MCP) server for browser automation using Playwright t…
N/A N/A
62637
Automattic
Provides AI assistants with access to WordPress Design System component informa…
N/A N/A
62638
BeBraveBeKind
Pre-install trust layer for MCP servers, AI skills, and npm packages. Scores an…
N/A N/A
62639
drew-keever
mcp Claim
Search SEC-registered financial advisors — profiles, disclosures, risk scores, …
N/A N/A 95
62640
mcallaway
Enables exporting Apple Safari Reading List entries to JSON and adding new item…
N/A N/A
62641
Datraxinnovator
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
62642
Able-rip
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
N/A N/A
62643
rafamarques82
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
N/A N/A
62644
girlmoony
Trend Radar Claim
An MCP server that fetches live trends from X, Google News, GitHub, and Hugging…
62645
alexalok
Provides currency conversion using the Wise API, supporting real-time and histo…
N/A N/A
62646
SenorLlama
Enables querying and managing Greenhouse recruiting data through MCP, including…
N/A N/A
62647
FlorianHuo
tikz-mcp Claim
Compiles TikZ code into high-resolution PNG images, enabling AI assistants to r…
N/A N/A
62648
Bidda-Ai
10,065 source-verified compliance nodes, 39 pillars, 25 MCP tools (EU AI Act, G…
62649
markhaines
dockhand-mcp Claim
Exposes the Dockhand Docker management API as tools for LLMs, enabling containe…
N/A N/A
62650
sandros94
h3-mcp-tools Claim
Minimal MCP server built with H3 v2 enabling tool registration, resource manage…
Showing 62601–62650 of 64153 servers