MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31551 |
FAL Imagen 4 MCP Server
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Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
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| 31552 |
infra-mcp
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MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
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| 31553 |
agentmailrooms-mcp
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A paid remote MCP for OpenAI Codex agent coordination MCP, built to return verd…
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| 31554 |
test-mcp2
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| 31555 |
remindb
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An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
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| 31556 |
Lunch Money MCP Server
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Enables interacting with the Lunch Money personal finance API through MCP tools…
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| 31557 |
gptqueue
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Enables AI agents to discover each other and exchange typed messages through a …
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| 31558 |
bepaid-mcp
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MCP server for bePaid payment gateway enabling payment operations including cre…
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| 31559 |
random-mcp-server
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An MCP server that returns random JSON things — people, words, values, coordina…
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| 31560 |
Engwe N1 Air MCP Server
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Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
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| 31561 |
askdb
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Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
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| 31562 |
pve-mcp-server
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Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…
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| 31563 |
Meridian Consensus
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Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
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| 31564 |
Consulente Legale
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Local MCP server that provides Italian legal assistance by querying a local cor…
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| 31565 |
MCP Project Manager
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A comprehensive project management and workflow tracking system that integrates…
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| 31566 |
eurlex-mcp-server
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Enables searching and retrieving EU legal documents (regulations, directives, c…
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| 31567 |
Enables AI agents to manage Cloudflare DNS records, including listing zones and…
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| 31568 |
AgentMail
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Create inboxes and send emails. Manage threads, labels, and replies to keep con…
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| 31569 |
LeadClaw
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MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
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| 31570 |
Explore and query the Plantops GraphQL API with schema introspection, field dis…
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| 31571 |
MCP server for Sperax DeFi ecosystem that enables AI agents to interact with US…
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| 31572 |
agent-memory
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MCP server for zero-config, traceable long-term memory using SQLite, enabling a…
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| 31573 |
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
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| 31574 |
Labellerr MCP Server
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A Model Context Protocol (MCP) server that provides a comprehensive interface t…
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| 31575 |
MCP Iconik
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MCP server providing tools for the Iconik media asset management API. Supports …
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| 31576 |
cloud-engineer-mcp
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Fans out agent requests to AWS, Azure, and GCP MCP servers, using a local sente…
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| 31577 |
dodo-agent-plugin
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Official Dodo Payments MCP servers — `dodopayments-api` for live payments, subs…
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| 31578 |
mcp-7zip-server
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An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
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| 31579 |
gmail-mcp
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Full Gmail control for any MCP-compatible AI agent. Exposes ~40 tools for readi…
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| 31580 |
mcp-gaming-feeds
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Enables AI agents to list, read, and fetch gaming news feeds from curated sourc…
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| 31581 |
CloakBrowser MCP
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CloakBrowser MCP is a Python MCP server that lets agents control a CloakBrowser…
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| 31582 |
TruePath PDF
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Local-only PDF tools for AI — extract text, search, split/merge, render pages. …
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| 31583 |
figma-comments-mcp
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Enables reading and acting on comments in Figma and FigJam, resolving which lay…
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| 31584 |
Cortex Hub
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Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent m…
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| 31585 |
ssr-concept-mcp
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Concept-test your product with synthetic consumers, straight from Claude Code. …
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| 31586 |
Bitbucket MCP Server
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Enables interaction with Bitbucket repositories through the Model Context Proto…
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| 31587 |
This MCP server provides real-time integration between Elite Dangerous and Clau…
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| 31588 |
Slack MCP Server
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A Slack MCP server for Claude Code that provides full messaging, channels, sear…
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| 31589 |
Hiberden
Claim
Read and verify your local media archive's 3-2-1 coverage across tape, disk, NA…
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| 31590 |
Apple Maps
Claim
Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvis…
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| 31591 |
akb
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Organizational knowledge base for AI agents. Vault-scoped Markdown docs, struct…
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| 31592 |
rasa
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| 31593 |
lightfast-mcp
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Connects creative applications like Blender and Adobe Creative Suite to AI mode…
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| 31594 |
xhs-kit
Claim
Enables automation of Xiaohongshu (Little Red Book) operations including conten…
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| 31595 |
K-Work Trust
Claim
Korean business record validation and workflow safety gates for AI agents.
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| 31596 |
Enables Claude Desktop to interact with the VeChain blockchain through natural …
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| 31597 |
Kubecost MCP Server
Claim
An implementation that enables AI assistants to interact with Kubecost cost man…
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| 31598 |
agent-webhook
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A webhook management and delivery service with MCP tools for endpoints, deliver…
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| 31599 |
sellabot-mcp
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An MCP server that exposes marketplace seller operations (Shopee first) as tool…
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| 31600 |
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
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