MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66201 |
email-mcp
Claim
MCP server that sends outbound emails with automatic single-thread mapping in G…
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| 66202 |
mcp-server
Claim
MCP server with tools for managing routers, enabling network control through na…
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| 66203 |
google-seo-mcp
Claim
Provides AI agents with hands-on control of Google SEO and analytics tools incl…
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| 66204 |
blender-orchestrator
Claim
Create 3D models in Blender using natural language via an MCP server that lets …
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| 66205 |
mcp-cirujanos
Claim
MCP server for scheduling appointments and managing services for plastic surger…
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| 66206 |
attendance-mcp
Claim
Exposes BIPO attendance tools (clock punch, leave/OT requests, approvals, repor…
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| 66207 |
Notarize
Claim
Signed AI content provenance with PII scrubbing — timestamps and signs AI-gener…
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| 66208 |
Enables governance and orchestration of VaultMesh deployments through subsystem…
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| 66209 |
Whoop MCP Server
Claim
A secure server that allows Claude Desktop application to access and process Wh…
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| 66210 |
A development framework for restaurant booking automation that is currently onl…
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| 66211 |
fundos-mcp
Claim
AI-native MCP server for fund managers — deal pipeline, LP management, covenant…
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| 66212 |
cursor_admin_mcp
Claim
A cross-platform MCP server providing secure, user-approved privilege escalatio…
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| 66213 |
the20imcp
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| 66214 |
adt-mcp
Claim
Multi-system MCP server for reading and writing ABAP source via SAP ADT, with w…
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| 66215 |
n8n MCP Server
Claim
MCP server for managing n8n workflows and executions. Enables listing, activati…
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| 66216 |
Vibe MCP
Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
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| 66217 |
ERPNext MCP Server
Claim
This MCP server connects ChatGPT to ERPNext, enabling AI-powered business analy…
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| 66218 |
pr-mcp-server
Claim
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
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| 66219 |
teadata-mcp
Claim
MCP server for exploring Texas public school data through conversational interf…
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| 66220 |
fluxlora-mcp
Claim
An MCP server that lets users and autonomous agents generate high-quality image…
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| 66221 |
Memory Palace
Claim
Persistent semantic memory for AI agents, enabling storage, semantic search, kn…
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| 66222 |
recipe-mcp
Claim
Generate and remix recipes using cookwith.co
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| 66223 |
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
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| 66224 |
DigiKey MCP Server
Claim
Enables searching and retrieving product information from DigiKey's API, includ…
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| 66225 |
Bhived MCP
Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
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| 66226 |
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
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| 66227 |
polymarket-agent-mcp
Claim
**The most comprehensive MCP server for Polymarket prediction markets — 48 powe…
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| 66228 |
@skill-hub/mcp-server
Claim
Enables AI assistants to discover, search, and install Claude Code Skills from …
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| 66229 |
browser-devtools-mcp
Claim
Enables reading browser DevTools data (tabs, console errors, network requests, …
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| 66230 |
tilt-mcp
Claim
MCP server for Tilt CLI integration, enabling AI assistants to monitor and mana…
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| 66231 |
MCP Server
Claim
This MCP server provides tools like weather lookup and follows the Model Contex…
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| 66232 |
Keepit MCP
Claim
MCP server for interacting with Keepit backup and data protection services. Ena…
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| 66233 |
Seedream MCP Server
Claim
Wraps ByteDance Seedream text-to-image model as an MCP tool, enabling Claude to…
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| 66234 |
ItchWPMCP
Claim
Local MCP server for Codex/Claude to query and edit WordPress content through t…
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| 66235 |
Cognitive Canvas
Claim
Transforms AI assistants into research-grade cognitive workspaces with systemat…
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| 66236 |
truebases-mcp
Claim
Find opportunities, track market activity, and discover business signals with r…
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| 66237 |
mcp-weather
Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
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| 66238 |
mcp-plesk-dev-docs
Claim
An MCP server that indexes and retrieves Plesk documentation.
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| 66239 |
amendor-mcp
Claim
Lets the non-technical people you build for request UI changes directly on your…
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| 66240 |
jscpd
Claim
Copy/paste detector for programming source code, supports 223 formats. AI-ready…
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| 66241 |
Play ranked FluxDots matches against humans on a shared Elo ladder. Zero-depend…
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| 66242 |
Enables AI assistants like Claude to interact with humans through intuitive GUI…
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| 66243 |
DevHelm MCP Server
Claim
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
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| 66244 |
paper-search-mcp-gateway
Claim
FastMCP gateway that exposes paper-search-mcp as an HTTP MCP server, enabling s…
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| 66245 |
NLQueries
Claim
Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL,…
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| 66246 |
MCP-RAG
Claim
Turns Claude Desktop into a personal document question-answering system using l…
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| 66247 |
@lapage/strapi-mcp
Claim
MCP server for Strapi CMS content and media management.
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| 66248 |
mcp-noctua
Claim
Exposes a pentest toolbox (sqlmap, nuclei, ffuf, etc.) via Docker to an LLM orc…
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| 66249 |
music-theory-mcp
Claim
Scales, chords, progressions, key detection, and genre intelligence for your AI…
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| 66250 |
strands-mcp
Claim
Scrapes and indexes Strands Agents documentation into Elasticsearch, providing …
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