MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53201 |
Bourdon
Claim
Recognition-first cross-agent memory federation. One shared memory across all y…
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| 53202 |
mcpspend
Claim
Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
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| 53203 |
Build Runner MCP Server
Claim
Provides structured build, compile, and test operations with parsed output to r…
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| 53204 |
Industrial glossary, protocol reference, technical search and OEE calculation. …
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| 53205 |
mailverdict
Claim
Keyless email checks: disposable, role, and free-provider detection, MX, and ty…
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| 53206 |
this-needs-a-call
Claim
Self-host a realtime voice-call companion for coding agents. Exposes an MCP end…
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| 53207 |
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
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| 53208 |
Joplin Server MCP
Claim
MCP server for Joplin Server that gives LLMs full access to notes, notebooks, t…
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| 53209 |
mcpx
Claim
A Model Context Protocol server for complete shell and SSH mastery, enabling co…
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| 53210 |
A Model Context Protocol server that provides AI coding agents with access to u…
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| 53211 |
Pagewatch
Claim
Read a URL as clean markdown, screenshot a website, url to PDF. Web access for …
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| 53212 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 53213 |
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
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| 53214 |
MikroMCP
Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
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| 53215 |
IA-QA as an MCP Server
Use IA-QA's developer tools to test your llm agents RAG …
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| 53216 |
Magic Insights
Claim
Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
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| 53217 |
reachy-mini-mcp
Claim
MCP server for Reachy Mini robot that exposes robot state and motion control to…
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| 53218 |
web-reader
Claim
A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
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| 53219 |
Tasks.md MCP Server
Claim
Enables AI-native task management using plain markdown files to create, update,…
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| 53220 |
@socheli/mcp
Claim
Enables MCP-enabled agents to manage Socheli content: list, inspect, generate r…
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| 53221 |
CueScope
Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
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| 53222 |
notesbridge
Claim
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac ag…
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| 53223 |
mcp-llm-offload
Claim
An MCP server that offloads light LLM work from Claude to a model you control, …
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| 53224 |
litescope
Claim
Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is ava…
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| 53225 |
An MCP server that automates extraction of structured financial data from inves…
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| 53226 |
Create your digital twin: a public page that answers from your own material, wi…
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| 53227 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 53228 |
mcp-webextrator
Claim
MCP server for web extraction and rendering via AceDataCloud WebExtrator
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| 53229 |
euinvoice-mcp
Claim
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
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| 53230 |
Generate UML class diagrams from C++ source code by analyzing class structures,…
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| 53231 |
Agent-first E2EE file transfer over MCP: move files between machines in one too…
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| 53232 |
flight-tracker
Claim
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
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| 53233 |
plori
Claim
Create and drive plori cloud agents and workflows over MCP; each agent has its …
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| 53234 |
Your strength-training data for any AI assistant: workouts, progress, muscle vo…
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| 53235 |
Owid
Claim
OWID MCP — Our World in Data chart/indicator access (free, no auth)
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| 53236 |
Stage AI MCP
Claim
This MCP server replicates how a creative strategist gathers context by expandi…
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| 53237 |
coptest
Claim
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| 53238 |
pody-mcp
Claim
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossar…
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| 53239 |
appstore-screenshots
Claim
Generate professional App Store screenshots by matching any top app's style.
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| 53240 |
Raindex MCP Server
Claim
AI agents can query, manage, and interact with Raindex onchain orderbook positi…
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| 53241 |
kbbi-mcp
Claim
An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).
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| 53242 |
MCP Web Server
Claim
A local MCP server providing free network access capabilities including HTTP re…
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| 53243 |
snaprender
Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
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| 53244 |
phpustik MCP Server
Claim
Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
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| 53245 |
mcp
Claim
Feature flags, A/B experiments, kill switches, dynamic config & i18n — Shipeasy…
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| 53246 |
mcp
Claim
Crypto market intelligence: prices, funding rates, narratives, regime, and delt…
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| 53247 |
FreeCAD MCP
Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
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| 53248 |
Agent Pulse
Claim
Source-backed finance, technology, and AI news, research, briefings, and Agent …
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| 53249 |
Popdot AI
Claim
Rent verified subdomains by the hour, day, or month. Free 24h trials, x402 USDC…
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| 53250 |
A remote MCP server on Cloudflare Workers without authentication, enabling tool…
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