MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36251 |
Calame
Claim
Visual no-code generator that turns any database into multiple scoped MCP serve…
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| 36252 |
Enables checking domain name availability for single or multiple domains using …
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| 36253 |
iPayX FX Audit
Claim
The world's first forensic FX audit MCP server.
Detects hidden bank fees, undi…
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| 36254 |
Twitch MCP Server
Claim
Enables access to Twitch API data for retrieving channel statistics, viewership…
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| 36255 |
A unified MCP server that gives AI agents full access to your Infomaniak kSuite…
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| 36256 |
tribeRef MCP Server
Claim
Provides persistent tribal memory for Claude Code sessions, enabling querying o…
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| 36257 |
MCPGoat
Claim
A deliberately insecure MCP server for practicing penetration testing, featurin…
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| 36258 |
Glasswarp
Claim
Eyes and hands on real Windows PCs — observe, click, type via Glasswarp API.
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| 36259 |
IzmirDamMcp
Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
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| 36260 |
mcp-istat-it
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Enables querying Italian national statistics (ISTAT) data through natural langu…
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| 36261 |
Vision MCP
Claim
Bridges text-only models like DeepSeek to 6 free multimodal vision APIs via MCP…
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| 36262 |
mcp-mime
Claim
Enables MIME type lookup and extension resolution for filenames and extensions,…
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| 36263 |
Lathe
Claim
Local MCP server that shapes tailored resume PDFs with live browser preview.
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| 36264 |
Figma Edit MCP
Claim
Read, create, and modify Figma designs programmatically via MCP, empowering AI …
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| 36265 |
mcp
Claim
Render 47 chart types and tiled dashboards as PNG/SVG. Deterministic, 100% loca…
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| 36266 |
crawler-mcp
Claim
Web-crawler MCP server that fetches web pages with static parsing or headless b…
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| 36267 |
Azure FinOps Elite
Claim
Production-grade MCP server for enterprise Azure cost optimization, enabling sp…
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| 36268 |
Multi-MCP Proxy
Claim
A flexible MCP proxy server that connects to and routes between multiple backen…
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| 36269 |
sonar-mcp
Claim
A Model Context Protocol (MCP) server for interacting with SonarQube code quali…
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| 36270 |
infra-mcp
Claim
Read-only MCP server for on-prem Linux VMs and PostgreSQL over SSH. Check servi…
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| 36271 |
perplexity-sonar-mcp
Claim
An MCP server that brings Perplexity's Sonar models with real-time web search c…
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| 36272 |
obsidian-connector
Claim
A local MCP connector that lets Claude read, write and search any Obsidian vaul…
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| 36273 |
Humanizer Pro
Claim
Humanize AI generated content to bypass all ai detectors
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| 36274 |
A one-way MCP channel that forwards Slack events (messages and reactions) into …
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| 36275 |
RNAcentral MCP Server
Claim
Enables complex searches, sequence mapping, genomic analysis, and metadata retr…
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| 36276 |
Enables AI agents to connect and interact with common business platforms like S…
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| 36277 |
Tubist MCP Server
Claim
Enables AI assistants to control the Tubist macOS menu bar player to play YouTu…
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| 36278 |
SportsQuant MCP Server
Claim
Provides AI agents with professional-grade tools for expected value calculation…
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| 36279 |
CodeMind
Claim
Enables GitHub Copilot to understand and navigate your codebase with 20 tools f…
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| 36280 |
HongKongAddressMCP
Claim
Enables Hong Kong address lookup and correction using government data, with fuz…
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| 36281 |
mcp-research-assistant
Claim
A research assistant server that enables saving, organizing, and retrieving res…
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| 36282 |
Enables searching and reading OCI documentation using the Oracle Help Center Se…
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| 36283 |
ros-mcp-server
Claim
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
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| 36284 |
PNDA-MCP
Claim
Enables AI agents to search and retrieve metadata and data files from Peru's Na…
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| 36285 |
OpenCart MCP Server
Claim
Query and edit your OpenCart store from Claude Code. Products, orders, customer…
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| 36286 |
MCP-Server
Claim
A lightweight bridge connecting LLMs to real-world APIs like finance, weather, …
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| 36287 |
wrapper-mcp
Claim
Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…
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| 36288 |
cadkit
Claim
An MCP server for parametric part modeling in Onshape, producing fully-defined,…
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| 36289 |
knife4j-mcp
Claim
用于读取Knife4j/Swagger多模块接口文档,为Agent提供结构化接口查询能力的MCP服务器。
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| 36290 |
mcp.hosting — one install, all your MCP servers, managed from the cloud
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| 36291 |
RepoNova
Claim
RepoNova is an MCP server that builds a persistent knowledge graph of your code…
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| 36292 |
AIX MCP Server
Claim
An extensible MCP server with a plugin system, proxy forwarding, web dashboard,…
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| 36293 |
MCP Server Boilerplate
Claim
Build custom API integrations quickly with this ready-to-use MCP server templat…
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| 36294 |
codex-fusion-mcp
Claim
MCP server enabling Claude to consult Codex (GPT-5.x) mid-task for second opini…
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| 36295 |
moderngl-docs-mcp
Claim
Enables hybrid keyword and semantic search over ModernGL documentation using FT…
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| 36296 |
Smithsonian MCP Server
Claim
Enables searching and exploring millions of items from the Smithsonian Institut…
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| 36297 |
zencontrol-tpi-mcp
Claim
MCP server for controlling zencontrol TPI Classic and Advanced lighting systems…
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| 36298 |
Enables submitting URLs to the Rapid URL Indexer API, tracking submissions acro…
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| 36299 |
Enables querying W\&B Weave traces and creating W\&B Reports with text and visu…
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| 36300 |
luigi-ucp-server
Claim
Implements Universal Commerce Protocol (UCP) primitives backed by HubSpot CRM, …
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