MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 4 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60601 |
Remote MCP AuthKit
Claim
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
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| 60602 |
Delx Memory
Claim
Local-first persistent memory MCP: shared SQLite key/value store, searchable, T…
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| 60603 |
Tegro.money MCP Server
Claim
Enables AI assistants to create payment links, invoices, and read order/balance…
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| 60604 |
mcp
Claim
Unified AI model API for 130+ models across 18 providers. Browse models, check …
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| 60605 |
ironxyz
Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
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| 60606 |
kaiten-mcp
Claim
MCP server for interacting with Kaiten project management through its REST API.…
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| 60607 |
marrow
Claim
Enables coding agents to access structured product context (decisions, goals, e…
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| 60608 |
Enables AI assistants to securely read and analyze local files such as CSV, JSO…
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| 60609 |
frida-mcp
Claim
Automates Android app analysis using Frida via AI commands, connecting a rooted…
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| 60610 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
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| 60611 |
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
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| 60612 |
self-hosted-pages-mcp
Claim
Enables AI assistants to deploy and manage static websites on EdgeOne Pages via…
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| 60613 |
mcp-isin
Claim
Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Pa…
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| 60614 |
mcp-server
Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
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| 60615 |
Meta Ad Library MCP
Claim
Production MCP server for querying the official Meta Ad Library API to search a…
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| 60616 |
mcp-gtin
Claim
Provides GTIN barcode validation and check digit computation for EAN-13, UPC-A,…
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| 60617 |
OSDU MCP Server
Claim
Enables AI assistants to interact with OSDU platform services including search,…
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| 60618 |
OpenAIMCP
Claim
A Model Context Protocol server for OpenAI API access via AceDataCloud, enablin…
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| 60619 |
mcp-webextrator
Claim
Enables structured content extraction and JavaScript rendering from URLs via th…
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| 60620 |
Iconify MCP Server
Claim
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
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| 60621 |
Apple MCP Calnot
Claim
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
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| 60622 |
proxmox-mcps
Claim
Enables AI assistants to manage Proxmox VE infrastructure, including VMs, conta…
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| 60623 |
The public record of local government: what your officials actually say and do,…
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| 60624 |
Actionstep MCP Server
Claim
A starter MCP server for Actionstep-style conveyancing automation, providing ex…
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| 60625 |
mcpgrowcrm2
Claim
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| 60626 |
llama-diffusion-mcp
Claim
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
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| 60627 |
Wingman
Claim
A wingman MCP server for Claude Code that provides auxiliary tools for file sum…
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| 60628 |
Gmail Local MCP
Claim
Local stdio MCP server that mirrors the public Gmail MCP server tool surface wh…
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| 60629 |
Promo Kit MCP
Claim
Creates a complete promotional campaign kit from a short brief using web resear…
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| 60630 |
punt-quarry
Claim
Enables local semantic search over documents (PDFs, code, etc.) using local emb…
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| 60631 |
Yutori MCP
Claim
MCP server enabling web monitoring, deep research, and browser automation throu…
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| 60632 |
Lark MCP Server
Claim
Enables AI models to send messages to Lark users and manage calendar events (li…
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| 60633 |
LTspice MCP
Claim
This MCP server enables agents to control LTspice on macOS for running simulati…
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| 60634 |
advanced-calculator-mcp
Claim
An advanced calculator MCP server that provides a wide range of mathematical op…
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| 60635 |
Nautobot MCP Server v2
Claim
Enhanced Nautobot 3.1.0 integration for NetClaw with GraphQL reads, REST writes…
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| 60636 |
Security Detections MCP
Claim
Unifies 7,283+ detection rules from Sigma, Splunk ESCU, Elastic, and KQL into a…
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| 60637 |
coordinaut
Claim
Coordinates parallel AI coding agents by providing task ownership, scoped file …
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| 60638 |
Enables Claude to query Empower/Personal Capital financial accounts, net worth,…
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| 60639 |
fallclaimpractice-mcp
Claim
MCP server for foldkit that exposes 10 tools and 4 resources for 7-prime spine,…
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| 60640 |
vikunja-mcp
Claim
Enables to interact with Vikunja task management through its REST API, supporti…
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| 60641 |
mindmapio-mcp
Claim
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
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| 60642 |
Philips Hue MCP Server
Claim
Enables AI assistants to control Philips Hue smart lighting systems using natur…
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| 60643 |
idea-reality-mcp
Claim
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
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| 60644 |
remote-behavior-agent
Claim
Cross-platform remote debugging agent with MCP support for launching processes,…
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| 60645 |
acu-mcp
Claim
Enables read-only analytics queries on Acumatica ERP data, including sales orde…
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| 60646 |
Jupyter Server MCP
Claim
A configurable MCP server extension for Jupyter Server that enables dynamic reg…
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| 60647 |
Klaviyo MCP Server
Claim
A comprehensive MCP server for interacting with the Klaviyo API, providing tool…
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| 60648 |
AgentHub
Claim
A local MCP server that orchestrates multi-agent coding teams by spawning worke…
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| 60649 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 60650 |
Mnemosure
Claim
A source-grounded memory layer for AI agents that stores, links, and recalls fa…
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