MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49551 |
GSC SEO MCP
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Professional Google Search Console MCP server providing 40+ SEO tools for perfo…
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| 49552 |
Two independent AI models read a GPR, locate or pipe scan and flag the do-not-c…
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| 49553 |
agentview
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# agentView
Premium digital signage control plane for AI agents. Create and ma…
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| 49554 |
mcp-server
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Contract validation and self-healing failover for LLM APIs. 6-dimension verific…
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| 49555 |
Overture Maps MCP Server
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An MCP server that provides AI agents with geospatial analytics by querying Ove…
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| 49556 |
daylens-mcp
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Connects AI assistants like Cursor and Claude to your local Daylens timeline so…
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| 49557 |
peec-ai-mcp
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Connect your AI assistant to your Peec AI account to monitor and analyze your b…
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| 49558 |
owasp-agentic-mcp
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owasp-agentic-mcp MCP server by MEOK AI Labs
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| 49559 |
MCP server for AI assistants: read, write, edit, and manage files securely on l…
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| 49560 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
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| 49561 |
MissingLinkz
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Campaign link infrastructure for AI agents — validate, build, and inspect UTM-t…
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| 49562 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
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| 49563 |
warp-drive-mcp
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MCP server that exposes WarpDrive and EmberData docs as tools, enabling assista…
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| 49564 |
Apple Ads MCP
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MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 …
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| 49565 |
Sense
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Codebase understanding for AI coding agents — symbol graph, blast radius, seman…
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| 49566 |
Bourdon
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Recognition-first cross-agent memory federation. One shared memory across all y…
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| 49567 |
mcpspend
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Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
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| 49568 |
Build Runner MCP Server
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Provides structured build, compile, and test operations with parsed output to r…
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| 49569 |
Industrial glossary, protocol reference, technical search and OEE calculation. …
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| 49570 |
mailverdict
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Keyless email checks: disposable, role, and free-provider detection, MX, and ty…
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| 49571 |
this-needs-a-call
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Self-host a realtime voice-call companion for coding agents. Exposes an MCP end…
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| 49572 |
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
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| 49573 |
Joplin Server MCP
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MCP server for Joplin Server that gives LLMs full access to notes, notebooks, t…
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| 49574 |
mcpx
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A Model Context Protocol server for complete shell and SSH mastery, enabling co…
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| 49575 |
A Model Context Protocol server that provides AI coding agents with access to u…
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| 49576 |
Pagewatch
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Read a URL as clean markdown, screenshot a website, url to PDF. Web access for …
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| 49577 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 49578 |
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
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| 49579 |
MikroMCP
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MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
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| 49580 |
IA-QA as an MCP Server
Use IA-QA's developer tools to test your llm agents RAG …
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| 49581 |
Magic Insights
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Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
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| 49582 |
reachy-mini-mcp
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MCP server for Reachy Mini robot that exposes robot state and motion control to…
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| 49583 |
web-reader
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A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
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| 49584 |
Tasks.md MCP Server
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Enables AI-native task management using plain markdown files to create, update,…
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| 49585 |
@socheli/mcp
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Enables MCP-enabled agents to manage Socheli content: list, inspect, generate r…
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| 49586 |
CueScope
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CueScope is a read-first MCP server that gives AI assistants safe production in…
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| 49587 |
notesbridge
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Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac ag…
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| 49588 |
mcp-llm-offload
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An MCP server that offloads light LLM work from Claude to a model you control, …
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| 49589 |
litescope
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Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is ava…
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| 49590 |
An MCP server that automates extraction of structured financial data from inves…
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| 49591 |
Create your digital twin: a public page that answers from your own material, wi…
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| 49592 |
BugCatcher
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Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 49593 |
mcp-webextrator
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MCP server for web extraction and rendering via AceDataCloud WebExtrator
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| 49594 |
euinvoice-mcp
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An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
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| 49595 |
Generate UML class diagrams from C++ source code by analyzing class structures,…
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| 49596 |
Agent-first E2EE file transfer over MCP: move files between machines in one too…
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| 49597 |
flight-tracker
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Provides comprehensive flight tracking capabilities using the OpenSky Network A…
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| 49598 |
plori
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Create and drive plori cloud agents and workflows over MCP; each agent has its …
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| 49599 |
Your strength-training data for any AI assistant: workouts, progress, muscle vo…
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| 49600 |
Owid
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OWID MCP — Our World in Data chart/indicator access (free, no auth)
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