MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56101 |
telegram-mcp-kit
Claim
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
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| 56102 |
Shiori-v1
Claim
Open-source AI study companion — Google Classroom sync, Gemini AI plans, SRS fl…
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| 56103 |
memstack-skills
Claim
Enables Claude Code with 127 professional skills for deployment, security, data…
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| 56104 |
Study Prep MCP Server
Claim
Enables browsing and preparing study materials from local documents (PDF, Markd…
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| 56105 |
SMS Masivos MCP Server
Claim
Enables AI assistants to send SMS, manage contacts, verify numbers, and query c…
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| 56106 |
massive-mcp
Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
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| 56107 |
beebjit-mcp
Claim
Lets an AI application instantiate, connect to, drive, capture output from, and…
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| 56108 |
WLO MCP Server
Claim
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
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| 56109 |
Metasploit MCP Server
Claim
Provides AI assistants with secure access to Metasploit Framework functionality…
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| 56110 |
kanban-tui
Claim
MCP server for kanban-tui, a terminal-based task manager, that exposes task, bo…
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| 56111 |
godot-test-mcp
Claim
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
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| 56112 |
yahoo-mail-mcp
Claim
MCP server for cleaning up Yahoo Mail inbox, enabling email management (list, s…
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| 56113 |
datto-bcdr-mcp
Claim
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
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| 56114 |
devitway-rag-starter
Claim
Minimal local RAG stack with an MCP server that provides document search for an…
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| 56115 |
draftlytic-mcp
Claim
An MCP server that turns a rough project idea into a structured spec, running e…
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| 56116 |
Git Workflow MCP Server
Claim
Enables AI assistants to interact with local Git repositories for operations li…
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| 56117 |
Enables AI assistants to manage events, venues, organizers, and tickets on Word…
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| 56118 |
skill-audit-mcp
Claim
MCP server: static security scanner for MCP servers, agent skills & plugins. 68…
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| 56119 |
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
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| 56120 |
Anam MCP Server
Claim
Enables managing AI personas, avatars, voices, and sessions from any MCP client…
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| 56121 |
BugForge MCP Server
Claim
Enables transforming raw bug notes into structured defect reports (Summary, Ste…
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| 56122 |
headlo-mcp
Claim
MCP server that provides Claude Desktop and Claude Code with access to Headlo c…
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| 56123 |
Kimiko, the private AI notepad: local MCP for your meetings, notes and tasks. O…
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| 56124 |
Google Image Search MCP
Claim
Provides tools for searching and downloading images using Google Image Search A…
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| 56125 |
MCPacer
Claim
An AI-powered running coach that connects Claude to your Strava data, providing…
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| 56126 |
TransBench
Claim
TransBench is a translational research agent that takes free-text clinical obse…
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| 56127 |
Jitsu
Claim
Manage Jitsu data pipelines: destinations, streams, connections, functions, liv…
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| 56128 |
adverb-checker
Claim
Find every adverb in your text to tighten prose and enforce style guides. Highl…
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| 56129 |
odh-mcp-server
Claim
A FastMCP server that exposes hospitality data — accommodations, events, and ga…
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| 56130 |
afr-benchmark-mcp
Claim
Provides a template for deploying a remote MCP server on Cloudflare Workers wit…
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| 56131 |
image-forensics-mcp
Claim
An MCP server that enables AI assistants to analyze images for AI-generated con…
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| 56132 |
docsearch
Claim
MCP server that enables searching and reading binary document files (PDF, DOCX,…
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| 56133 |
couchbase-mcp-server
Claim
Enables natural-language AI agents to query and manage Couchbase databases via …
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| 56134 |
A Model Context Protocol server that provides Artsy partner analytics tools for…
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| 56135 |
mcp-zenkit
Claim
Enables managing Zenkit collections and entries through natural language comman…
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| 56136 |
metabase-mcp-agents
Claim
MCP server for Metabase that gives AI agents full access to query, explore, and…
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| 56137 |
fleet-of-one-mcp-server
Claim
MCP server providing tools to verify task completion (tests pass and changes ma…
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| 56138 |
ElevenLabs MCP Backend
Claim
Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabl…
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| 56139 |
Booru-Pictag-Get-MCP
Claim
An MCP server that searches booru image boards and cleans their tags into ready…
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| 56140 |
spectral
Claim
MCP server for website reconnaissance. Gives Claude the ability to fingerprint …
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| 56141 |
Arcaelas MCP
Claim
Provides AI-powered tools for image generation, text-to-speech conversion, back…
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| 56142 |
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
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| 56143 |
HEOR MCP Server
Claim
Lets Claude run validated, auditable HEOR analyses (cohort construction, outcom…
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| 56144 |
Enables Codex to orchestrate multi-agent coding by routing tasks to local Claud…
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| 56145 |
quick-html-share-mcp
Claim
Share AI-generated HTML from your coding agent. Unguessable URL + viewer analyt…
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| 56146 |
Databricks MCP Server
Claim
A Model Context Protocol server that provides tools for querying, updating, and…
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| 56147 |
mcp-googletasks-2
Claim
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| 56148 |
profitspot-mcp
Claim
AI-powered DeFi analytics MCP server. 7 tools for discovering yield opportuniti…
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| 56149 |
gemini-mcp
Claim
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
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| 56150 |
icloud-mcp
Claim
MCP server for iCloud integration, enabling management of calendars (CalDAV), c…
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