MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29901 |
paper-mcp
Claim
Enables retrieval of academic paper metadata, PDFs, full text, citations, and r…
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| 29902 |
An MCP server implementation that allows using Google's Gemini AI models (speci…
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| 29903 |
GitBranchMCP
Claim
A local-first MCP server for AI programming branch notes and mainline decision …
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| 29904 |
mermaid-mcp-server
Claim
Provides MCP tools to validate Mermaid diagram syntax, render diagrams to SVG, …
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| 29905 |
Rive MCP Server
Claim
Orchestrates Rive animations by enabling discovery, integration, and compositio…
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| 29906 |
unlinked
Claim
MCP server that brings your LinkedIn professional profile and experience into y…
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| 29907 |
Active MCP
Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
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| 29908 |
Relay
Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
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| 29909 |
Provides LLMs with direct access to official vendor PDF documentation for elect…
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| 29910 |
TheAlmanac
Claim
Enables programmers to search, download, and access up-to-date API and software…
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| 29911 |
MCP Database Server
Claim
A secure multi-database MCP server supporting MySQL, PostgreSQL, and SQLite wit…
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| 29912 |
Moorcheh MCP Server
Claim
Enables interaction with Moorcheh AI services including namespace management, d…
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| 29913 |
vyos-mcp
Claim
MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
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| 29914 |
MCP Architect
Claim
Provides comprehensive architectural expertise through specialized agents, reso…
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| 29915 |
Office-PowerPoint-MCP
Claim
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
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| 29916 |
yfinance-mcp-server
Claim
Enables retrieval of historical stock data from Yahoo Finance through a simple …
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| 29917 |
Yougile MCP Server
Claim
Enables AI agents and developer tools to interact programmatically with Yougile…
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| 29918 |
Daimonos
Claim
Agent-optimized MCP server with structured JSON tools. 20-45% token savings.
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| 29919 |
ead-enterprise-suite
Claim
EAD Enterprise Suite MCP — full signature workflows, certified evidence, dossie…
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| 29920 |
synthlab-mcp
Claim
Enables AI-powered music composition and synthesis by generating Pure Data patc…
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| 29921 |
geminiupgradeqa-mcp
Claim
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
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| 29922 |
habitify-mcp-server
Claim
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
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| 29923 |
mcp-agent-proxy
Claim
An MCP server that acts as a proxy to connect MCP clients to agent frameworks l…
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| 29924 |
struct-mcp
Claim
Transform data structure definitions into queryable MCP servers, enabling natur…
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| 29925 |
fred-mcp-server
Claim
An MCP server that provides access to the full FRED API (Federal Reserve Econom…
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| 29926 |
hatchet-mcp
Claim
An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to i…
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| 29927 |
sample-mcp-server
Claim
Provides current weather information for Japanese cities using the Open-Meteo A…
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| 29928 |
CockroachDB MCP Server
Claim
A natural language interface for LLMs to manage, monitor, and query CockroachDB…
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| 29929 |
RequestBin MCP Server
Claim
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
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| 29930 |
ds-mcp
Claim
A read-only MCP server that provides AI coding agents with a queryable contract…
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| 29931 |
Kanban Zone MCP Server
Claim
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
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| 29932 |
libralm_mcp_server
Claim
Browse available books and quickly access summaries, details, and tables of con…
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| 29933 |
jcodeharness-mcp
Claim
A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, recei…
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| 29934 |
MCP server for AI assistants: read, write, edit, and manage files securely on l…
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| 29935 |
gripe-mcp
Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
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| 29936 |
gemini-grounding
Claim
An MCP server that provides real-time information access using Google Gemini's …
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| 29937 |
Redmine MCP Server
Claim
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
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| 29938 |
mcp-vanguard
Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
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| 29939 |
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
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| 29940 |
Converts Figma designs into production-ready React components with design token…
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| 29941 |
Faktuj MCP
Claim
Generate Polish VAT invoices (Faktura VAT) as PDF
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| 29942 |
SmartconversionAPI
Claim
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
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| 29943 |
postgress
Claim
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| 29944 |
ClickUp MCP Server
Claim
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
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| 29945 |
Pusher Channels
Claim
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
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| 29946 |
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
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| 29947 |
ultra-confluence-mcp
Claim
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
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| 29948 |
bag-health-mcp
Claim
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
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| 29949 |
ESP32 MCP Server
Claim
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
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| 29950 |
mcp-gmail
Claim
Enables Gmail access through MCP, allowing LLMs to read, compose, and send emai…
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