MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 54201 |
AcuityScan MCP Server
Claim
Enables AI clients to run comprehensive website scans for security, accessibili…
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| 54202 |
Perpetual futures funding rate API for AI agents. Live funding rates across Bin…
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| 54203 |
project-brain-mcp
Claim
An MCP server that provides CLI coding agents with persistent decision memory, …
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| 54204 |
mcp-n8n
Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
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| 54205 |
weather-mcp
Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
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| 54206 |
Enables arithmetic operations (add, subtract, multiply, divide) through a custo…
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| 54207 |
mcp-research-assistant
Claim
A research assistant server that enables saving, organizing, and retrieving res…
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| 54208 |
MCP Guidelines Server
Claim
A remote MCP server that serves versioned Enterprise & Architecture guidelines …
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| 54209 |
Sisif AI MCP Server
Claim
Enables AI video generation from text prompts, status monitoring, and video man…
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| 54210 |
raptor-banana
Claim
Nano Banana MCP
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| 54211 |
ToolsDNS
Claim
Semantic search engine for MCP tools that indexes thousands of tool schemas and…
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| 54212 |
spine-curated
Claim
A curated selections of tools and writing from the Underground Cultural Distric…
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| 54213 |
iototsample
Claim
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| 54214 |
MCPyDoc
Claim
Provides real-time access to Python package documentation, source code, and sym…
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| 54215 |
FastMCP Example Server
Claim
Educational example of an MCP server built with FastMCP, demonstrating how to e…
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| 54216 |
ultrabrain-mcp
Claim
A local MCP reasoning gate that enables structured engineering thought through …
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| 54217 |
transitland-mcp-server
Claim
Global transit via Transitland v2 — operators, GTFS/GTFS-RT/GBFS feeds, routes,…
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| 54218 |
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
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| 54219 |
Data Dictionary MCP
Claim
A Model Context Protocol (MCP) server that coordinates AI agents to transform d…
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| 54220 |
z-code-mcp
Claim
Enables orchestration of multiple Claude Code sessions for complex multi-task c…
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| 54221 |
Enables programmatic access to Meta Ads data and management features, including…
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| 54222 |
Claude MCP
Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
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| 54223 |
td-mcp
Claim
MCP server for controlling TouchDesigner from AI coding agents like Claude Code…
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| 54224 |
Node Runner MCP Server
Claim
Enables running Node.js scripts and npm commands with permission prompts via no…
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| 54225 | — | |||||||||
| 54226 |
opportunity-mcp
Claim
Enables AI assistants to search and filter youth opportunities such as scholars…
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| 54227 |
Retrograde MCP
Claim
A Model Context Protocol server that provides real astronomical data (planetary…
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| 54228 |
gmail-mcp-server
Claim
A comprehensive MCP server for Gmail, providing 17 tools to read, send, search,…
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| 54229 |
Coval MCP Server
Claim
Enables AI assistants to interact with Coval's evaluation platform for launchin…
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| 54230 |
vMCP
Claim
A unified gateway for Model Context Protocol servers, enabling access to multip…
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| 54231 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 54232 |
icd10-coding
Claim
ICD-10-CM / HCC medical coding tools with database-verified accuracy and denial…
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| 54233 |
A Model Context Protocol server that enables natural language querying of Kasey…
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| 54234 |
Mnemozine
Claim
Mnemozine is a self-hosted unified conversational memory layer that ingests con…
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| 54235 |
AutoCAD MCP Server
Claim
Enables natural language control of AutoCAD drawings via LLMs like Claude, supp…
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| 54236 |
openclaw-tools-mcp
Claim
Exposes OpenClaw tools (web search, page fetching, browser automation, PDF anal…
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| 54237 |
jimeng-ai-mcp
Claim
Wraps Jimeng AI's image and video generation APIs for AI assistants to create a…
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| 54238 |
emma-transactions-mcp
Claim
A generic MCP server for querying Emma-app transaction exports stored in Google…
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| 54239 |
CompText MCP
Claim
Pip-installable MCP bridge for OpenCode that provides safe tools to call the Co…
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| 54240 |
mcp-wikijs
Claim
Connects Claude to a Wiki.js instance, enabling page search, retrieval, listing…
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| 54241 |
Teams MCP Server
Claim
Enables AI assistants to interact with Microsoft Teams through direct API calls…
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| 54242 |
n8nmcpremote
Claim
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| 54243 |
RetailCRM MCP Server
Claim
Integrates RetailCRM API with AI assistants, enabling access to orders, custome…
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| 54244 |
Enables searching and retrieving Taiwan judicial judgments, including full-text…
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| 54245 |
timeweb-mcp-server
Claim
Automates deployment of applications to Timeweb Cloud via the Model Context Pro…
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| 54246 |
mcp-outlook-mail
Claim
Enables AI agents to interact with Microsoft 365 Outlook Mail, allowing email o…
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| 54247 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 54248 |
MCP Banana Image
Claim
AI-powered image generation MCP server with 16 specialized tools for generating…
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| 54249 |
adpage
Claim
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| 54250 |
Tableau MCP
Claim
A suite of developer primitives that enable AI applications to integrate with T…
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