MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66651 |
hamravesh-mcp
Claim
MCP server to manage Hamravesh (Darkube) apps via the console's internal API, s…
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| 66652 |
mcp-chrome
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| 66653 |
402signal
Claim
Checks and validates live x402 payment routes across Base, Solana and Algorand.
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| 66654 |
Provides over 300 medical calculator tools for AI assistants, supporting eviden…
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| 66655 |
Kakao Moment MCP
Claim
Enables AI agents to manage Kakao Moment advertisements (Kakao's advertising pl…
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| 66656 |
mcpvault
Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
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| 66657 |
PTY Debug MCP Server
Claim
Enables spawning, interacting with, and capturing screen output from terminal-b…
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| 66658 |
Flighty MCP
Claim
Enables AI assistants to access and manage your Flighty flight data directly fr…
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| 66659 |
CSMAR MCP Server
Claim
Enables access to the CSMAR financial database via MCP, providing tools for que…
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| 66660 |
whitelabel-fleet-mcp
Claim
Exposes file, shell, git, and memory tools from a host Mac to remote Claude cli…
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| 66661 |
sai-roadmap-mcp
Claim
An MCP server that exposes certifications, projects, and an AI engineering lear…
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| 66662 |
AppScope MCP Server
Claim
Self-hosted MCP server for app market intelligence, enabling tools to query app…
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| 66663 |
Obsidian MCP Server
Claim
Enables users to search, list, and read notes in an Obsidian vault via a CLI or…
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| 66664 |
Drizzle MCP Server
Claim
Provides database schema management, query execution, and schema introspection …
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| 66665 |
Canvas-MCP
Claim
Render hierarchical system diagrams as PNGs from YAML definitions using a four-…
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| 66666 |
mcpmeraki
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| 66667 |
Pro Tools MCP Server
Claim
Enables AI assistants to control Pro Tools via the PTSL gRPC API, providing ses…
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| 66668 |
mcp-server-docker
Claim
Provides a secure MCP interface to execute commands inside Docker Compose servi…
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| 66669 |
evergreen-mcp-server
Claim
MCP server for MongoDB's Evergreen CI/CD platform, enabling AI assistants to ma…
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| 66670 |
Docker SWISH MCP Server
Claim
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
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| 66671 |
aidevtube-mcp
Claim
Enables semantic search over per-video summaries from curated AI/coding YouTube…
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| 66672 |
ct-mcp
Claim
Nine deterministic MCP tools that make LLM answers prove themselves before you …
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| 66673 |
document-manager-mcp
Claim
MCP server for managing product documentation as markdown files. Supports creat…
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| 66674 |
mdl-train-mcp
Claim
An MCP server for monitoring and managing training jobs on Modal. Built for LLM…
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| 66675 |
Local MCP bridge that exposes the ChatGPT Figma connector to OpenCode without l…
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| 66676 |
pdfops-mcp
Claim
Deterministic PDF tools for AI agents: inspect fields, fill forms, merge PDFs, …
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| 66677 |
Enables customer support across e-commerce platforms by providing order managem…
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| 66678 |
Enables users to interact with professional digital twin data via Claude Deskto…
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| 66679 |
VRMCP
Claim
Enables AI to control 3D VRM models via natural language, supporting expression…
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| 66680 |
Via
Claim
Enables routing context and execution across AI tools like Claude, Cursor, Wind…
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| 66681 |
qodev-gitlab-mcp
Claim
A Model Context Protocol server for GitLab integration, enabling AI assistants …
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| 66682 |
civic-superagents
Claim
Enables querying a comprehensive data lake of Italian civic open data, returnin…
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| 66683 |
Casper MCP Server
Claim
Enables AI agents to interact with the Casper Network through six tools includi…
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| 66684 |
GetKin MCP Server
Claim
Provides six tools for LLM infrastructure: model recommendation, availability c…
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| 66685 |
Provides geolocation, routing, and navigation tools including geocoding, place …
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| 66686 |
ghe-mcp-gateway
Claim
Enables natural language admin tasks for GitHub Enterprise Cloud, like listing …
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| 66687 |
originality-mcp
Claim
MCP server for Originality.ai that provides tools for AI detection, plagiarism …
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| 66688 |
salesforce-mcp
Claim
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
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| 66689 |
Tally MCP Server
Claim
Lightweight Node MCP server that enables querying Tally product and category da…
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| 66690 |
mcp-infra
Claim
An MCP server that provides tools for filesystem, database, web, system, and sh…
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| 66691 |
Landed MCP Server
Claim
Search AI-native jobs, prepare applications, and study for interviews — from an…
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| 66692 |
mcp_smithery
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| 66693 |
Simple Echo Server
Claim
Return any inbound message duplicated to enhance message processing workflows. …
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| 66694 |
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
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| 66695 |
SpatialLens
Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
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| 66696 |
WebScraper MCP Server
Claim
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
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| 66697 |
Provides currency conversion using the Wise API, supporting real-time and histo…
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| 66698 |
Databricks MCP
Claim
Enables management of Unity Catalog resources (catalogs, schemas, tables) and e…
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| 66699 |
MCPy
Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
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| 66700 |
Turkey payments for AI agents — Turkish cards / taksit via iyzico. Never holds …
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