MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40001 |
Magento MCP Server
Claim
Enables natural language queries about Magento store catalog, sales, and custom…
|
— | ||||||||
| 40002 |
Polvenn MCP Server
Claim
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
|
— | ||||||||
| 40003 |
mcp-server-steam
Claim
Integrates with Steam Web API to enable querying user profiles, game libraries,…
|
— | ||||||||
| 40004 |
Mailchimp MCP Server
Claim
Comprehensive MCP server for Mailchimp Marketing API v3.0 with over 104 tools a…
|
— | ||||||||
| 40005 |
tfl-mcp-server
Claim
Community-built server providing real-time London transport data via the TfL Un…
|
— | ||||||||
| 40006 |
Dial
Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
|
— | ||||||||
| 40007 |
Provides React design and rendering patterns from patterns.dev as MCP tools and…
|
— | ||||||||
| 40008 |
Enables AI assistants to conduct phone interviews, deliver notifications, and m…
|
— | ||||||||
| 40009 |
Amazon MCP App
Claim
Lets Claude search Amazon products via multiple keyword queries and present cur…
|
— | ||||||||
| 40010 |
alethia-mcp
Claim
MCP bridge that lets any MCP client drive the Alethia runtime for agent-native …
|
— | ||||||||
| 40011 |
Umbraco MCP Server
Claim
Enables AI models to interact with Umbraco CMS, retrieving and manipulating con…
|
— | ||||||||
| 40012 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
|
— | ||||||||
| 40013 |
StarRocks MCP Server
Claim
A TypeScript implementation of a Model Context Protocol server that enables int…
|
— | ||||||||
| 40014 |
PackZoo
Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
|
— | ||||||||
| 40015 |
Offload MCP
Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
|
— | ||||||||
| 40016 |
mcp-jazzcash
Claim
Enables AI agents to create hosted checkouts, charge mobile wallets, query tran…
|
— | ||||||||
| 40017 |
optionsahoy-mcp
Claim
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentratio…
|
— | ||||||||
| 40018 | — | |||||||||
| 40019 |
safe-solana-mcp
Claim
An MCP server providing policy-gated Solana access for AI agents, with read-onl…
|
— | ||||||||
| 40020 |
opencode-webmcp
Claim
Bridges OpenCode to Chromium's WebMCP API, exposing WebMCP tools from a webpage…
|
— | ||||||||
| 40021 |
MCP AEMPS — CIMA
Claim
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
|
— | ||||||||
| 40022 |
Codex Dev MCP Suite
Claim
A set of four local MCP servers that help solo developers maintain context acro…
|
— | ||||||||
| 40023 |
mcp-uart
Claim
Enables AI agents to communicate with UART/serial devices, offering tools for p…
|
— | ||||||||
| 40024 |
toon-mcp
Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
|
— | ||||||||
| 40025 |
ClickHouse
Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
|
— | ||||||||
| 40026 |
songcheck-mcp
Claim
Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI ag…
|
— | ||||||||
| 40027 |
UK Break Clause Analyzer
Claim
Assess UK lease tenant break clauses with grounded citations and a measured hal…
|
— | ||||||||
| 40028 |
coda-mcp-readonly
Claim
A read-only MCP server for interacting with Coda API, enabling listing document…
|
— | ||||||||
| 40029 |
@dcp/mcp
Claim
Enables AI agents to access DCP's Saudi-hosted AI compute platform for inferenc…
|
— | ||||||||
| 40030 |
SSH MCP Server
Claim
Enables AI apps to connect to remote servers via SSH, SFTP, and tunnels.
|
— | ||||||||
| 40031 |
Audiala
Claim
Audio-guide and trip-planning tools for 1,100+ cities from Audiala. Free, no AP…
|
— | ||||||||
| 40032 |
cerberus-mcp
Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
|
— | ||||||||
| 40033 |
AI strategy, workflow automation, and process-improvement assessment for small …
|
— | ||||||||
| 40034 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
|
— | ||||||||
| 40035 |
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
|
— | ||||||||
| 40036 |
An MCP server that enables developers to summon AI development team agents dire…
|
— | ||||||||
| 40037 |
Proposal Generator MCP
Claim
Generates professional client proposals including timeline, tech stack, price e…
|
— | ||||||||
| 40038 |
Agentic Financial OS: NeuroPay agentic payments + HR workforce marketplace for …
|
— | ||||||||
| 40039 |
SwapWizard
Claim
Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + …
|
— | ||||||||
| 40040 |
qorenext-mcp
Claim
Company hierarchy analysis and address verification via MCP
|
— | ||||||||
| 40041 |
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
|
— | ||||||||
| 40042 |
Calame
Claim
Visual no-code generator that turns any database into multiple scoped MCP serve…
|
— | ||||||||
| 40043 |
zei-world-mcp
Claim
Exposes ESG/CSR data from Zei World to LLMs, enabling sector browsing, company …
|
— | ||||||||
| 40044 |
data-transform
Claim
Cloudflare Workers MCP server: data-transform
|
— | ||||||||
| 40045 |
utsunomiya-mcp-server
Claim
Enables querying Utsunomiya city's open datasets using natural language, with f…
|
— | ||||||||
| 40046 |
Grok2API MCP Server
Claim
Enables real-time web and Twitter/X search via Grok, returning structured resul…
|
— | ||||||||
| 40047 |
jgs-sysmlv2-api-mcp
Claim
An MCP server that gives an AI agent read and write access to a live SysML v2 m…
|
— | ||||||||
| 40048 |
Saudi ZATCA Fatoora Phase 2: AI agents report B2C and clear B2B tax invoices, s…
|
— | ||||||||
| 40049 |
omarchy-mcp
Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
|
— | ||||||||
| 40050 |
Automate tasks, processes, and approvals with AI.
|
— | ||||||||