MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52151 |
Shodai Agreements
Claim
MCP server for defining, validating, deploying, and operating Shodai machine-re…
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| 52152 |
mcp-server
Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
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| 52153 |
sutra
Claim
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| 52154 |
Server Ops MCP
Claim
Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confir…
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| 52155 |
WhatsApp MCP Server
Claim
Enables LLM clients to read and search your own WhatsApp messages stored in a l…
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| 52156 |
vs_claude_code
Claim
A native Visual Studio 2026 extension implementing Claude Code's IDE integratio…
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| 52157 |
Person-owned, portable AI memory as a remote MCP server, readable and writable …
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| 52158 |
quick-search
Claim
A FastMCP server for bounded, keyword-driven repository context search, enablin…
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| 52159 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 52160 |
TuringWell MCP Server
Claim
MCP server for TuringWell, the agent-native Q&A platform for executable, verifi…
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| 52161 |
Buildium MCP Server
Claim
Enables interaction with Buildium property management software through natural …
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| 52162 |
agentpump-mcp
Claim
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
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| 52163 |
dowhistle-mcp-server1
Claim
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| 52164 |
Claude Pascal MCP Server
Claim
Enables Claude to compile, run, and interact with Pascal/Delphi desktop applica…
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| 52165 |
ddg_mcp_server
Claim
A web-based search interface using DuckDuckGo's search API, built with Python a…
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| 52166 |
prection
Claim
预测运势能力mcp
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| 52167 |
Gemini Transcription MCP
Claim
An MCP server for audio-to-text transcription using Google's Gemini API via Ope…
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| 52168 |
MCP Server Starter
Claim
A minimal MCP server with calculator and memory store tools, ready to use with …
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| 52169 |
safe-sql-mcp
Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
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| 52170 |
vsfclubnew1
Claim
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| 52171 |
igpsport-mcp
Claim
Analyze iGPSport cycling data with natural language, computing derived training…
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| 52172 |
barberhq-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 52173 |
Claude Session Logger
Claim
A local MCP server that records completed tasks to daily JSONL files and promot…
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| 52174 |
yahoo-transit-mcp
Claim
Unofficial MCP server for Yahoo! Transit that provides Japanese train route sea…
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| 52175 |
wildberries-mcp
Claim
MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…
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| 52176 |
mcp-ding
Claim
MCP server for macOS native notifications with 67 AI brand icons and system sou…
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| 52177 |
MCP Server Template
Claim
A production-ready FastMCP server template with modular architecture for buildi…
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| 52178 |
Shopee MCP Server
Claim
Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…
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| 52179 |
bolthub Marketplace
Claim
Discover and call every paid API on the bolthub marketplace with automatic L402…
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| 52180 |
emailens-mcp
Claim
# @emailens/mcp
MCP server for email compatibility analysis. Analyze, preview,…
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| 52181 |
CC Explorer MCP Server
Claim
Enables AI assistants to query the Canton Network blockchain explorer through t…
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| 52182 |
20i MCP Server
Claim
Enables natural language management of 20i web hosting services, including doma…
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| 52183 |
Bitbucket MCP
Claim
Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching …
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| 52184 |
WebRead MCP
Claim
Enables AI assistants to read webpages and perform web searches using DuckDuckG…
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| 52185 |
mcp-adf
Claim
Enables interaction with Azure Data Factory instances, allowing users to list, …
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| 52186 |
OpenSCAD MCP Server
Claim
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
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| 52187 |
shopify-forecast-mcp
Claim
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
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| 52188 |
@unfakable/mcp
Claim
Document verification MCP server enabling AI agents to verify file authenticity…
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| 52189 |
Multi-MCP Server
Claim
A distributed MCP server architecture with a master aggregator that orchestrate…
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| 52190 |
datasaudi-mcp
Claim
Ask about the Saudi economy in plain English or Arabic. No API key or database …
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| 52191 |
China-Central-Policy-MCP
Claim
Facilitates retrieval and parsing of Chinese central government policies from g…
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| 52192 |
search-online-mcp
Claim
Exposes a standardized web search tool via Brave Search for MCP clients like Co…
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| 52193 |
Provides a modular MCP server to integrate with IBM Data Intelligence services,…
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| 52194 |
Tableau MCP Server
Claim
Enables reading and writing to Tableau Server or Tableau Cloud via the REST API…
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| 52195 |
P12 SRE Ops MCP Server
Claim
Enables SRE operations through natural language, providing tools to query SLO s…
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| 52196 |
muninn-local-mcp
Claim
A local-first MCP server providing persistent, project-scoped and global memory…
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| 52197 |
aseprite-mcp
Claim
MCP server for controlling Aseprite from Codex, wrapping its native CLI and Lua…
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| 52198 |
Smithsonian MCP Server
Claim
Enables searching and exploring millions of items from the Smithsonian Institut…
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| 52199 |
moderngl-docs-mcp
Claim
Enables hybrid keyword and semantic search over ModernGL documentation using FT…
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| 52200 |
iPayX FX Audit
Claim
The world's first forensic FX audit MCP server.
Detects hidden bank fees, undi…
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