MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 49001 |
LTC Catalog
Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
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| 49002 |
vikunja-mcp
Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
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| 49003 |
An enhanced browser automation MCP server that solves token limit issues throug…
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| 49004 |
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
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| 49005 |
Context Bridge
Claim
A unified context layer that connects your local data — repositories, documents…
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| 49006 |
peptoma-mcp
Claim
An MCP server that connects AI agents to the PEPTOMA open DeSci peptide researc…
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| 49007 |
Autopilots by Dania.ai
Claim
Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
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| 49008 |
Dynamic MCP Server
Claim
Enables crash dump analysis and kernel debugging by integrating the real crash …
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| 49009 |
Bifrost MCP
Claim
Bifrost MCP is a server for managing persistent interactive SSH sessions, enabl…
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| 49010 |
scratchpad-tool
Claim
A Model Context Protocol server that provides a scratchpad tool for LLMs to org…
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| 49011 |
Eventor MCP Server
Claim
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
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| 49012 |
VSC as MCP
Claim
Enables AI assistants to leverage VS Code's language intelligence for code navi…
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| 49013 |
mcp-gera-witness
Claim
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
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| 49014 |
Time-MCP
Claim
{
"mcpServers": {
"simple-time-mcp": {
"command": "touch",
"a…
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| 49015 |
Gives AI assistants full control over Microsoft Access databases, enabling crea…
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| 49016 |
MCPwner
Claim
Model Context Protocol server for security research automation, integrating mul…
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| 49017 |
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injec…
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| 49018 |
componentize
Claim
Converts design screenshots into reusable Tailwind HTML components via MCP prot…
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| 49019 |
yelp-mcp-sdk
Claim
Provides Yelp Fusion API access through MCP tools and resources for searching b…
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| 49020 |
Template Vault MCP
Claim
Enables AI to interview users about their business and generate bilingual one-p…
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| 49021 |
WordPress MCP Server
Claim
Enables AI assistants to manage WordPress content, design, SEO, WooCommerce, an…
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| 49022 |
GNNPCSAFT MCP Server
Claim
Enables estimation of PC-SAFT pure-component parameters and prediction of prope…
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| 49023 |
Canva MCP Server
Claim
A Model Context Protocol (MCP) server for Canva integration. Connect Claude Cod…
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| 49024 |
Monarch Money MCP Server
Claim
An MCP server that integrates with Monarch Money to provide financial data acce…
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| 49025 |
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
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| 49026 |
mcp-servicefusion
Claim
Enables AI-assisted field service management through the Service Fusion API, in…
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| 49027 |
odoo
Claim
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| 49028 |
autousers
Claim
Evaluate UX with AI personas and human raters directly from MCP-aware clients l…
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| 49029 |
Daito
Claim
MCP server for screening Indian stocks and mutual funds by wrapping screener.in…
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| 49030 |
my-mcp-server
Claim
A FastMCP server that wraps a REST API as MCP tools, enabling AI agents to inte…
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| 49031 |
OSDU MCP Server
Claim
Enables AI assistants to interact with OSDU platform services including search,…
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| 49032 |
Yutori MCP
Claim
MCP server enabling web monitoring, deep research, and browser automation throu…
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| 49033 |
Blender MCP Link
Claim
Enables interactive control of Blender for 3D scene manipulation, geometry crea…
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| 49034 |
LearnMCP-xAPI
Claim
Enables AI agents to record and retrieve learning activities through xAPI-compl…
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| 49035 |
pgmcp
Claim
Enables AI agents to perform PostgreSQL administration, web crawling, and knowl…
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| 49036 |
Umami MCP Server
Claim
Read-only MCP server for Umami analytics. It talks to the Umami REST API direct…
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| 49037 |
A-Modular-Kingdom
Claim
Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools fo…
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| 49038 |
katalon-mcp-server
Claim
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
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| 49039 |
stateless-mcp-starter
Claim
An Express + TypeScript starter for building stateless MCP servers with explici…
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| 49040 |
maiife-toolkit
Claim
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
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| 49041 |
A production-quality MCP server for querying Cisco security advisories via the …
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| 49042 |
mcp-server-routine-bot
Claim
Automates routine DevOps tasks like Jenkins builds and GitLab merge requests th…
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| 49043 |
A powerful MCP server for browser debugging and reverse engineering, providing …
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| 49044 |
MCP Mail Server
Claim
Automates email handling for a hardware store, enabling classification, respons…
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| 49045 |
MCP server providing access to the Earth616 Defense Supply Chain and Documentat…
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| 49046 |
gmail-mcp
Claim
Enables AI assistants to manage Gmail emails, including sending, searching, and…
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| 49047 |
aster-guard
Claim
Enables scanning MCP server configurations for security risks like prompt injec…
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| 49048 |
KVMFleet MCP Server
Claim
Read-only MCP server that allows AI assistants to query and monitor KVM Fleet d…
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| 49049 |
supercollider-mcp
Claim
Connects Claude Code to SuperCollider for AI-driven music composition, supporti…
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| 49050 |
Enables users to manage tasks with priorities, perform calculations with histor…
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