MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36751 |
schoology-mcp
Claim
An MCP server that automates login to PAUSD Schoology via ClassLink and provide…
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| 36752 |
Provides weather data including US alerts, US forecasts, and global 5-day forec…
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| 36753 |
Groundcheck
Claim
Verifies factual claims against live sources and returns a verdict, confidence …
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| 36754 |
hono-mcp-server
Claim
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
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| 36755 |
Photon MCP iMessage
Claim
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
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| 36756 |
openalex-mcp
Claim
Connects AI agents to the OpenAlex scholarly database, enabling search and retr…
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| 36757 |
exchange_rate_MCP
Claim
Enables users to retrieve the latest USD/KRW exchange rate and receive user-fri…
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| 36758 |
junto-memory
Claim
A shared memory and coordination server for multiple AI coding agents, built on…
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| 36759 |
GEO Inspector
Claim
Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema marku…
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| 36760 |
BugEzy
Claim
Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI f…
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| 36761 |
A remote MCP server deployable on Cloudflare Workers without authentication, en…
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| 36762 |
mcp
Claim
Visual regression & snapshot testing for AI agents — list runs, read semantic d…
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| 36763 |
reminder-mcp
Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
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| 36764 |
robot-mcp-server
Claim
A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…
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| 36765 |
MCP server for managing and analyzing expenses. Provides tools to add, list, su…
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| 36766 |
SpatialLens
Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
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| 36767 |
MSG - MCP Swarm Gateway
Claim
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
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| 36768 |
jira-mcp
Claim
MCP server for Jira Cloud enabling issue tracking, comments, transitions, and a…
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| 36769 |
reposcout
Claim
Discover, enrich, and rank GitHub repos for an objective with weighted, evidenc…
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| 36770 |
clawmem-mcp-server
Claim
An MCP server that leverages a GitHub-compatible API as a durable memory store …
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| 36771 |
warp
Claim
SIP trunking, numbers, porting, messaging, billing, and CDR analytics on the Ri…
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| 36772 |
An AI agent system that monitors manufacturing equipment health using the Model…
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| 36773 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
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| 36774 |
Studio Bridge
Claim
Connects Claude directly to Roblox Studio for building UI, editing scripts, run…
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| 36775 |
charity-registry
Claim
Search, verify, and compare 8.7M+ charities from official government registries…
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| 36776 |
mcp-annuities-server
Claim
Enables retrieval of annuity client data, payout calculations, and portfolio an…
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| 36777 |
MCPal
Claim
A lightweight MCP server that enables sending native desktop notifications with…
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| 36778 |
Red Hat API MCP Server
Claim
MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…
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| 36779 |
An MCP server that provides calculations for 11 betting methods including Marti…
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| 36780 |
mcp-smithery-exam1
Claim
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| 36781 |
garmin-mcp-server
Claim
Connects Claude Desktop to your Garmin Connect running data stored locally in S…
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| 36782 |
unraid-mcp-server
Claim
Enables AI assistants to manage Unraid OS via Docker, system calls, and file sy…
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| 36783 |
vaspera-hardening
Claim
Enterprise certification for codebases with multi-agent security, reliability, …
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| 36784 |
projectmind
Claim
Persistent project memory for AI coding agents: one compact digest instead of r…
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| 36785 |
gnews-agent
Claim
A persistent news intelligence MCP server that enables AI agents to fetch, stor…
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| 36786 |
n8n MCP Server
Claim
MCP server for managing n8n workflows and executions. Enables listing, activati…
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| 36787 |
pr-mcp-server
Claim
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
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| 36788 |
google-search-console
Claim
Enables querying Google Search Console data, including search analytics, indexi…
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| 36789 |
Hevy MCP (Remote)
Claim
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
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| 36790 |
Checkmarx
Claim
The Checkmarx Security MCP server bridges your AI assistant (Claude, Cursor, Co…
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| 36791 |
easypanel-mcp
Claim
MCP server for EasyPanel that enables AI agents to manage servers, projects, se…
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| 36792 |
painprep-mcp-server
Claim
Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-…
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| 36793 |
Telegram Community MCP
Claim
Enables hybrid search over Telegram community message history, combining full-t…
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| 36794 |
clickup-custom-mcp
Claim
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
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| 36795 |
Futurykon MCP Server
Claim
Connects AI agents to the Futurykon prediction platform, enabling them to query…
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| 36796 |
hermes-oh-my-pi-mcp
Claim
A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt …
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| 36797 |
DB_Talk
Claim
Enables natural language interaction with SQLite databases using LangChain and …
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| 36798 |
MCP Memory Server
Claim
Cross-session persistent memory system using Markdown files and SQLite FTS5 ful…
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| 36799 |
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
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| 36800 |
tuning-engines
Claim
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
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