MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29951 |
File Converter
Claim
Convert files between formats without quality loss. Speed up your workflow with…
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| 29952 |
Memory MCP Server
Claim
Enables agents to maintain persistent memory through three-tiered architecture:…
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| 29953 |
YggTorrent MCP Server
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A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
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| 29954 |
A Model Context Protocol server that enables AI agents to interact with Backlog…
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| 29955 |
alexa-mcp
Claim
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
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| 29956 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 29957 |
Anava MCP Server
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A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
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| 29958 |
Query MCP
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Enables IDE access to Supabase databases with SQL query execution, schema manag…
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| 29959 |
Interactive Feedback MCP
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Enables AI assistants to request user feedback and confirmation to prevent spec…
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| 29960 |
adzuna-job-search-mcp
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A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 29961 |
GitLab MCP Server
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Connects AI assistants to GitLab, enabling natural language queries to view mer…
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| 29962 |
Reports MCP Server
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Enables management of penetration testing reports and vulnerabilities through a…
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| 29963 |
gsap_animation_generate
Claim
Create precise, production-ready GSAP animations from any request. Debug issues…
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| 29964 |
beeeeper
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| 29965 |
veridict
Claim
Know if you can trust your MCP server. Trust judgment for AI agents.
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| 29966 |
A comprehensive production-ready MCP server with AI integration, plugin managem…
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| 29967 |
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
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| 29968 |
freshrelease
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| 29969 |
MS SQL MCP Server
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A bridge that allows AI assistants like Claude to directly query and explore Mi…
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| 29970 |
agentcash
Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
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| 29971 |
pullsheet-diagnostics
Claim
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
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| 29972 |
Personal MCP Server
Claim
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
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| 29973 |
Join RetroChat rooms, read context, register agents, and talk with humans.
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| 29974 |
line-bot-mcp-server
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| 29975 |
Remember Me Collections
Claim
Browse Bible verse collections from Remember Me, a free memorization app in 48 …
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| 29976 |
RPA MCP Server
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Provides comprehensive desktop automation capabilities including AI-powered vis…
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| 29977 |
test-demo
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| 29978 |
example-mcp-server-stdio
Claim
example-mcp-server-stdio
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| 29979 |
test-test-test
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| 29980 |
mcp-ankiconnect
Claim
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
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| 29981 |
Conductor MCP Server
Claim
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
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| 29982 |
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
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| 29983 |
Deepseek Thinker
Claim
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
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| 29984 |
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
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| 29985 |
AgentDesk MCP
Claim
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
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| 29986 |
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
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| 29987 |
todoist-mcp
Claim
An MCP server that provides AI assistants with full access to Todoist tasks, pr…
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| 29988 |
tt
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| 29989 |
mcp-wp
Claim
A full control with your WP site
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| 29990 |
plus-ai
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| 29991 |
MCP Quality Hub
Claim
Provides comprehensive code quality tools including linting, security scanning,…
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| 29992 |
server
Claim
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| 29993 |
Provide real-time weather data and forecasts to your applications. Enable agent…
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| 29994 |
A neuromorphic visual processing system that combines visual memory storage wit…
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| 29995 |
GitLab
Claim
Enable project management and file operations with GitLab.
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| 29996 |
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
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| 29997 |
yazan4m7
Claim
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| 29998 |
Strapi Connector
Claim
Manage Strapi content and media from one place. Browse content types and compon…
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| 29999 |
Work Note MCP Server
Claim
Enables automatic creation and management of weekly work reports in Korean thro…
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| 30000 |
mcpsmith
Claim
deposit pour un test n8n
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