MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62851 |
claude-mesh
Claim
Enables two live Claude Code instances on the same workstation to exchange sync…
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| 62852 |
mcp-email-server-fixed
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| 62853 |
risques_territoire_mcp
Claim
Assess natural and technological risks for French addresses or communes using o…
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| 62854 |
zuul-mcp
Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
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| 62855 |
Brex MCP Server
Claim
Enables AI agents to interact with the Brex financial platform, allowing access…
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| 62856 |
agentmarketplace-mcp
Claim
Discover MCP servers + tools, auto-install into any client, pay for x402 endpoi…
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| 62857 |
Sylex Memory
Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
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| 62858 |
DDEV MCP
Claim
Enables AI assistants to automate DDEV development environments, including proj…
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| 62859 |
Weather MCP Server
Claim
Provides real-time weather information for Brazilian cities, built with domain-…
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| 62860 |
ultrabrain-mcp
Claim
A local MCP reasoning gate that enables structured engineering thought through …
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| 62861 |
mcp-legal-ar
Claim
Unifies 14 Argentine legal connectors (JUBA, SCBA, CSJN, SAIJ, PJN Jurisprudenc…
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| 62862 |
Gemini Agent MCP Server
Claim
An advanced MCP server that provides an agentic interface to Google's Gemini 3.…
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| 62863 |
exa-knowledge-mcp
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| 62864 |
metabase-mcp
Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
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| 62865 |
exceltester
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| 62866 |
A TypeScript implementation of a Model Context Protocol server that uses Server…
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| 62867 |
shopify
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| 62868 |
mcp-wynncraft
Claim
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
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| 62869 |
mcp-climatiq
Claim
Climatiq MCP server that calculates carbon footprints using emission factors, e…
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| 62870 |
A framework for building MCP servers with standardized tools, authentication, l…
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| 62871 |
Inky MCP Server
Claim
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
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| 62872 |
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
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| 62873 |
TempGuru Event Staffing
Claim
TempGuru is a W-2 compliant event staffing vendor for conventions, conferences,…
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| 62874 |
Travel MCP Server
Claim
An MCP server for searching flights, hotels, weather, and tourist attractions.
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| 62875 |
image2-mcp
Claim
MCP server for the company image2 text-to-image API, enabling AI tools to gener…
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| 62876 |
yfinance-mcp-ai
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| 62877 |
PlugLayer MCP Server
Claim
Enables deploying and managing infrastructure via natural language, including p…
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| 62878 |
comsol-codex-mcp
Claim
An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
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| 62879 |
ytmcp
Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
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| 62880 |
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
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| 62881 |
Fizzy Do MCP
Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
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| 62882 |
waitloop
Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
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| 62883 |
zvec-mcp-server
Claim
Enables LLMs to interact with Zvec vector database through tools for collection…
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| 62884 |
MCP Demo Server
Claim
A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
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| 62885 |
Salla MCP Server
Claim
Bridges AI assistants to Salla e-commerce stores for natural language operation…
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| 62886 |
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
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| 62887 |
nowcerts-mcp
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| 62888 |
Kdenlive MCP Server
Claim
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
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| 62889 |
rocket-cli
Claim
Rocket.Chat bridge with a local SQLite/FTS5 cache — CLI for humans, MCP server …
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| 62890 |
gst-mcp
Claim
MCP server for GStreamer introspection and pipeline development. Enables LLMs t…
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| 62891 |
pripera
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| 62892 |
ansible-aap
Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
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| 62893 |
multsearch-mcp
Claim
A dual-path web search MCP server for Claude Code that cross-validates results …
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| 62894 |
opencode-export
Claim
Enables AI agents to list, inspect, and export OpenCode AI coding sessions as H…
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| 62895 |
design-review
Claim
This MCP server renders UI design artifacts headlessly, runs deterministic lint…
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| 62896 |
Linear MCP Server
Claim
Enables AI agents to manage Linear workspace resources such as issues, projects…
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| 62897 |
mcp-google-drive
Claim
Enables reading and searching Google Drive files, Google Docs, and Google Sheet…
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| 62898 |
ns-hpc
Claim
Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
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| 62899 |
agentic-android
Claim
MCP server that enables LLMs to control Android devices via ADB, providing tool…
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| 62900 |
weather-mcp-server
Claim
Provides real-time weather and forecast data via MCP tools, enabling AI agents …
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