MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41001 |
Provides React design and rendering patterns from patterns.dev as MCP tools and…
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| 41002 |
alethia-mcp
Claim
MCP bridge that lets any MCP client drive the Alethia runtime for agent-native …
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| 41003 |
Amazon MCP App
Claim
Lets Claude search Amazon products via multiple keyword queries and present cur…
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| 41004 |
Dial
Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
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| 41005 |
Enables AI assistants to conduct phone interviews, deliver notifications, and m…
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| 41006 |
CRE Intelligence
Claim
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
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| 41007 |
ZeroDrop
Claim
Disposable email inboxes for AI agents — OTPs and magic links auto-extracted. N…
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| 41008 |
Umbraco MCP Server
Claim
Enables AI models to interact with Umbraco CMS, retrieving and manipulating con…
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| 41009 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
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| 41010 |
StarRocks MCP Server
Claim
A TypeScript implementation of a Model Context Protocol server that enables int…
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| 41011 |
codetoimage-mcp-server
Claim
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
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| 41012 |
ChainWeaver
Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
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| 41013 |
Angel One
Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
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| 41014 |
Domain memory
Claim
A local MCP server that accumulates the business-domain knowledge of a software…
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| 41015 |
PackZoo
Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
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| 41016 |
Munition
Claim
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Cur…
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| 41017 |
Offload MCP
Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
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| 41018 |
bnbot-mcp-server
Claim
MCP server for BNBOT Chrome Extension to control Twitter/X via AI assistants li…
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| 41019 |
mcp-jazzcash
Claim
Enables AI agents to create hosted checkouts, charge mobile wallets, query tran…
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| 41020 |
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
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| 41021 |
Flagship aquaculture crosswalk — one evidence pack satisfies ASC + RSPCA Assure…
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| 41022 |
agent-wallet-mcp
Claim
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
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| 41023 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 41024 |
safe-solana-mcp
Claim
An MCP server providing policy-gated Solana access for AI agents, with read-onl…
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| 41025 |
prexist
Claim
Search across 9 platforms to find existing products similar to your idea.
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| 41026 |
mcp-server-cocalc-exec
Claim
MCP server for executing Python code on CoCalc cloud projects. It enables any M…
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| 41027 |
MCP server for Skim code transformation. Compresses code 60-95% for LLM context…
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| 41028 |
PathCourse Health (PCH)
Claim
Cheaper LLM inference, USDC agent payments via x402, agent identity / reputatio…
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| 41029 |
BugEzy
Claim
Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI f…
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| 41030 |
PredMCP
Claim
Polymarket + HIP-4 + Hyperliquid perps for Claude. 22 tools, signals & arb. Fre…
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| 41031 |
mcp-microsoft-todo
Claim
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
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| 41032 |
mcp-notify
Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
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| 41033 |
Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2…
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| 41034 |
Pactus
Claim
Pactus is an MCP server for parsing and validating ISO 20022 payment messages d…
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| 41035 |
toon-mcp
Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
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| 41036 |
ClickHouse
Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
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| 41037 |
gamma-mcp
Claim
Enables AI-powered generation of presentations, documents, social posts, and we…
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| 41038 |
renfield-mcp-filesystem
Claim
Watches local and SMB folders for settled new files and pushes them into the Re…
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| 41039 |
FinCore Agentic Commerce
Claim
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
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| 41040 |
Specifai MCP Server
Claim
A Model Context Protocol (MCP) server for Specifai project integration and auto…
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| 41041 |
AgentCanary
Claim
Market context for AI agents: fresh regime, risk, narrative and scenario state …
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| 41042 |
@dcp/mcp
Claim
Enables AI agents to access DCP's Saudi-hosted AI compute platform for inferenc…
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| 41043 |
Malaysia payments for AI agents — FPX banking, DuitNow QR, cards via Billplz. N…
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| 41044 |
SSH MCP Server
Claim
Enables AI apps to connect to remote servers via SSH, SFTP, and tunnels.
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| 41045 |
cerberus-mcp
Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
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| 41046 |
AgentCron
Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
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| 41047 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 41048 |
AI strategy, workflow automation, and process-improvement assessment for small …
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| 41049 |
An MCP server that enables developers to summon AI development team agents dire…
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| 41050 |
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
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