MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46851 |
Scrapeer
Claim
Run Scrapeer visual web-scraping flows from AI agents.
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| 46852 |
Local Memory MCP Server
Claim
Provides persistent local memory functionality for AI assistants, enabling them…
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| 46853 |
Location MCP Server
Claim
Enables IP address location and latitude/longitude address queries, providing d…
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| 46854 |
dcp
Claim
Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte fr…
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| 46855 |
bhe_mcp
Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
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| 46856 |
Arara MCP
Claim
Turns Claude Code, Claude Desktop, Cursor, Windsurf or ChatGPT into a WhatsApp …
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| 46857 |
QGISMCP
Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
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| 46858 |
Argentina Data
Claim
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
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| 46859 |
form-backend
Claim
Cloudflare Workers MCP server: form-backend
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| 46860 |
RanchHand
Claim
Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools…
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| 46861 |
A lightweight MCP server for Stata.
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| 46862 |
code-analysis-mcp-server
Claim
A modular MCP server for code analysis using ast-grep, enabling structural patt…
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| 46863 |
superset-mcp
Claim
A Model Context Protocol (MCP) server for managing Apache Superset datasets, me…
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| 46864 |
mcp-knowledge
Claim
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
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| 46865 |
TypeScript Starter
Claim
Kickstart a TypeScript project with ready-to-use features for calculations, gre…
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| 46866 |
Pairoa
Claim
Private MCP people matching for AI agents; no public listings, contact revealed…
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| 46867 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 46868 |
Convai Analytics
Claim
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
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| 46869 |
copilotcliswitchgate-mcp
Claim
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
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| 46870 |
Plant Builder
Claim
Run Plant Builder production-plant simulations with tunable knobs for goals, ra…
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| 46871 |
ioffice-mcp
Claim
iOffice workspace management for Claude — book rooms, manage visitors, maintena…
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| 46872 |
Gridscoot
Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
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| 46873 |
MEOK MCP Hardening MCP
Claim
Automated security red-team for any MCP server that scans manifests against OWA…
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| 46874 |
fortimanager-mcp
Claim
This MCP server provides tools to interact with FortiManager via JSON-RPC, but …
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| 46875 |
A simple MCP server for getting weather information.
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| 46876 |
Hello from Sentry
Claim
Provide a simple MCP server implementation to demonstrate integration with Sent…
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| 46877 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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| 46878 |
LinkedIn MCP Server
Claim
A Model Context Protocol implementation that bridges language models with Linke…
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| 46879 |
Zen MCP Server
Claim
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
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| 46880 |
llama-mcp
Claim
Enables MCP-native agents to manage deals, briefs, timeline, and posts on the L…
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| 46881 |
mcp-twfood
Claim
MCP server for Taiwan's agricultural wholesale market real-time price data, pro…
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| 46882 |
pyscope-mcp
Claim
MCP server that exposes Python function- and module-level call graphs for agent…
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| 46883 |
Game Industry Library
Claim
Search 300+ game industry reports with hybrid search, claims, charts, and citat…
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| 46884 |
mcp-server
Claim
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…
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| 46885 |
An MCP server for weather information.
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| 46886 |
A Model Context Protocol server that helps users create, validate, and optimize…
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| 46887 |
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
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| 46888 |
terminal-history-mcp
Claim
Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. L…
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| 46889 |
Mevzuat MCP
Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
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| 46890 |
Natural language interface designed for agentic applications to manage and sear…
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| 46891 |
test
Claim
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| 46892 |
jlcpcb-search-mcp
Claim
Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
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| 46893 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 46894 |
applianceiq
Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
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| 46895 |
inventory-management-ai-mcp MCP server by MEOK AI Labs
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| 46896 |
AI Firewall MCP
Claim
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
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| 46897 |
Data Commons MCP Server
Claim
Enables AI agents to query and retrieve public statistical data from Data Commo…
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| 46898 |
vidlens-mcp
Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
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| 46899 |
An MCP server that provides Claude with direct access to EVE Online character d…
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| 46900 |
apple-docs-mcp-server
Claim
Search and retrieve information from Apple's complete developer documentation, …
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