MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60801 |
mcp-arcgis-dublinoh
Claim
Enables querying and searching open geospatial datasets from the City of Dublin…
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| 60802 |
Analyzes raw email headers and emails for phishing, spoofing, and BEC using AI …
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| 60803 |
MeshCue Forge
Claim
An open-source MCP server that turns natural language hardware descriptions int…
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| 60804 |
leadforge
Claim
Enables lightweight CRM pipeline management with email sequences, project scann…
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| 60805 |
CHIVOX speech MCP
Claim
Gives your AI agent real-time pronunciation scoring and multi-dimensional speec…
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| 60806 |
An MCP server that exposes the 3GPP M1 interface as AI-callable tools, enabling…
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| 60807 |
mcp-server-mail-agent
Claim
Multi-account email management server supporting IMAP, Gmail, and Outlook with …
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| 60808 |
omdb-mcp
Claim
MCP server for the OMDb API - search movies, series, and episodes from any MCP-…
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| 60809 |
NKS osTicket MCP
Claim
Enables AI agents to manage osTicket support tickets including listing, searchi…
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| 60810 |
TrendRadar
Claim
This MCP server is a hot news aggregator and push assistant that supports AI an…
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| 60811 |
@ratel-ai/mcp-server
Claim
Exposes a Ratel tool catalog over MCP with two tools (search_tools and invoke_t…
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| 60812 |
MCP PostgreSQL Explorer
Claim
Enables AI clients to explore a PostgreSQL database schema and run read-only qu…
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| 60813 |
dagster-mcp
Claim
An MCP server that gives AI agents full visibility and control over your Dagste…
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| 60814 |
MCP DSFR
Claim
Generates, validates, and audits French government DSFR components with RGAA 4.…
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| 60815 |
@aws/ftr-eval-mcp
Claim
Automates the AWS Foundational Technical Review (FTR) partner self-assessment b…
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| 60816 |
Subindex MCP Server
Claim
Generates, validates, and updates structured research tables by synthesizing mu…
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| 60817 |
Design System MCP Server
Claim
Self-hosted MCP server that enables ChatGPT agents to perform health checks, fe…
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| 60818 |
AppDynamics MCP Server
Claim
A Model Context Protocol server that gives LLM clients full access to your AppD…
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| 60819 |
ansible-galaxy-mcp
Claim
An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
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| 60820 |
indesign-mcp-server
Claim
Enables AI assistants to automate Adobe InDesign publishing workflows, includin…
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| 60821 |
Jotty MCP Server
Claim
Provides programmatic access to notes, checklists, and Kanban task boards via t…
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| 60822 |
Zhihu-Collections-MCP
Claim
This MCP server enables AI agents to list, export, and search Zhihu collections…
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| 60823 |
MCP server that enables AI agents to interact with Clockify time tracking via c…
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| 60824 |
contabo-mcp
Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
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| 60825 |
Yunzai-MCP-plugin
Claim
MCP server for Yunzai Bot that enables LLM-driven automated testing and debuggi…
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| 60826 |
looplens-mcp
Claim
An MCP server for detecting retry loops and analyzing iteration patterns in age…
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| 60827 |
Reachy Mini MCP Server
Claim
Control a Reachy Mini robot through natural language, with tools for head/anten…
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| 60828 |
XMind MCP Server
Claim
Enables incremental editing of XMind mind maps using atomic tools for reading, …
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| 60829 |
patchwork-mcp-server
Claim
Enables LLM agents to query Patchwork kernel patches, series, CI checks, and co…
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| 60830 |
clockwork-mcp
Claim
A Claude Code MCP server that connects to Laravel Clockwork to provide insights…
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| 60831 |
Enables streaming text-to-speech generation using ElevenLabs with real-time aud…
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| 60832 |
mcp-server-max
Claim
A Model Context Protocol server for Max messenger that lets AI assistants send …
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| 60833 |
File AI
Claim
A read-only MCP server that provides document awareness for agents by parsing l…
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| 60834 |
AgentsID Guard
Claim
MCP server that protects shell, file, database, git, and HTTP operations with p…
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| 60835 |
SendGrid MCP Server
Claim
Manages SendGrid email workflows including design library, transactional templa…
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| 60836 |
fluent-mcp-server
Claim
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
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| 60837 |
querybridge-mcp
Claim
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
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| 60838 |
puffer-feed
Claim
Enables logging progress updates to ThePuffer build tracker via a single tool, …
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| 60839 |
MCP_testing
Claim
Demonstrates a simple MCP client-server setup using fastmcp, with an advanced b…
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| 60840 |
OmniWire-MCP
Claim
Enables AI models to fetch and aggregate news from RSS, Atom, JSON, and HTML fe…
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| 60841 |
ppdiary
Claim
Enables AI-assisted diary management through natural language, allowing you to …
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| 60842 |
LimaCharlie MCP
Claim
A local MCP server for the LimaCharlie security platform that provides investig…
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| 60843 |
node-huckleberry-mcp
Claim
Huckleberry MCP server for Claude, Cursor, and other AI assistants. Query and l…
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| 60844 |
Enables managing personal expenses, budgets, and financial summaries through na…
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| 60845 |
strands-hub-mcp
Claim
MCP server to manage agents, prompts, sessions, and metrics using strands-hub d…
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| 60846 |
JS Reverse Strong MCP
Claim
Standardizes front-end JavaScript reverse engineering workflows by providing to…
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| 60847 |
kryonex-mcp
Claim
A TypeScript-based MCP server implementing a simple notes system with resources…
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| 60848 |
Jira Enterprise MCP
Claim
Small MCP server for connecting to enterprise Jira using a personal access toke…
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| 60849 |
rapid7-mcp-server
Claim
Enables querying Rapid7 InsightIDR logs using natural language through AI assis…
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| 60850 |
mcp-seo
Claim
Enables AI agents to perform comprehensive SEO audits on web pages, including m…
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