MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67701 |
Equity trend, relative-strength, expected-return, market-context, and research …
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| 67702 |
sshrew
Claim
Enables Claude to read files and run allowlisted commands on any Linux machine …
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| 67703 |
Assesses code change risk with ultra-low token budget (50-100 tokens) and provi…
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| 67704 |
Classroom Suite MCP
Claim
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
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| 67705 |
webhook.co
Claim
Receive, inspect, replay and deliver webhooks — with signature verification and…
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| 67706 |
Weather MCP Server
Claim
Provides real-time weather alerts and forecasts for US locations by integrating…
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| 67707 |
MultiService IA
Claim
A local MCP server that provides a sovereign memory substrate for LLMs, enablin…
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| 67708 |
Chrome MCP Server
Claim
An extension-based MCP server that enables AI assistants to control your existi…
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| 67709 |
An MCP server that extracts clean, structured Markdown content from web page UR…
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| 67710 |
netsuite-mcp-server
Claim
Exposes NetSuite REST API for orchestrating Spendesk × NetSuite integration, pr…
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| 67711 |
GitScribe
Claim
GitScribe is an MCP server that enables intelligent web scraping of Git-based d…
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| 67712 |
duda-mcp
Claim
Enables Claude to interact with the Duda API for creating sites, updating conte…
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| 67713 |
ansible-galaxy-mcp
Claim
An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
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| 67714 |
Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watch…
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| 67715 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
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| 67716 |
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
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| 67717 |
Norway payments for AI agents — cards / Klarna via Stripe. Never holds funds.
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| 67718 |
local-expo-mcp
Claim
A single MCP server that orchestrates Expo CLI, Metro, and adb for local Expo p…
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| 67719 |
ccu-mcp
Claim
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
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| 67720 |
DocShark
Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
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| 67721 |
top-gun-audit
Claim
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
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| 67722 |
Docker MCP Server
Claim
Enables AI assistants to manage Docker containers, images, networks, volumes, a…
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| 67723 |
mcp-gera-mind
Claim
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
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| 67724 |
An MCP server that provides document management capabilities including reading,…
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| 67725 |
garmin-mcp-server
Claim
MCP server that connects AI assistants to Garmin Connect health and fitness dat…
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| 67726 |
Brand-safe ad, email, product description, and social content production.
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| 67727 |
mcp-kg-skills
Claim
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
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| 67728 |
Remote MCP AuthKit
Claim
Enables remote MCP client connections with WorkOS AuthKit authentication, suppo…
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| 67729 |
BalanceLab
Claim
Runaway loop detector for AI token economies — monitors token usage and cost ra…
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| 67730 |
GNews API MCP Server
Claim
Provides access to global news articles from over 60,000 sources through the GN…
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| 67731 |
codexlens
Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
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| 67732 |
mcp-hooker
Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
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| 67733 |
Enables interaction with SAP Business One via Service Layer REST API to retriev…
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| 67734 |
garth-mcp-server
Claim
MCP server to interact with Garmin Connect, enabling retrieval of health, activ…
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| 67735 |
govind_1234
Claim
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| 67736 |
Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration …
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| 67737 |
image-mcp
Claim
MCP server for generating images via text-to-image and image-to-image using lk8…
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| 67738 |
stripe-reporting-mcp
Claim
Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…
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| 67739 |
OSM MCP Analytics Server
Claim
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
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| 67740 |
embedded-mcp
Claim
Lets AI assistants read, command, and debug microcontrollers over a serial conn…
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| 67741 |
Redmine MCP Server
Claim
Enables AI clients (Cursor, Claude Desktop) to manage Redmine issues, projects,…
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| 67742 |
graylog-mcp
Claim
Enables querying Graylog log management system for messages using natural langu…
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| 67743 |
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
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| 67744 |
sec-shodan-mcp
Claim
Provides access to Shodan's IoT search engine API for device search, host intel…
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| 67745 |
Estonian Business Register: companies, people, beneficial owners, trademarks. F…
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| 67746 |
blender-mcp
Claim
Enables AI-powered control of Blender through natural language, allowing users …
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| 67747 |
metasploit-mcp-server
Claim
MCP server for integrating Metasploit Framework with Claude AI, enabling exploi…
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| 67748 |
ClickUp MCP Server
Claim
An enhanced Model Context Protocol server that enables AI assistants to interac…
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| 67749 |
time-left-mcp-chatgpt
Claim
Provides a single tool to display visual progress bars for time remaining in th…
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| 67750 |
Singapore LTA MCP Server
Claim
Provides real-time access to Singapore's Land Transport Authority data, includi…
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