MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38651 |
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
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| 38652 |
Hospitable MCP Server
Claim
Connects Claude to the Hospitable API v2 for managing vacation rental propertie…
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| 38653 |
memberpass-mcp
Claim
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
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| 38654 |
mediora-mcp
Claim
Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU…
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| 38655 |
2Sense
Claim
Enables Claude to analyze short-form video ads by extracting frames, audio, and…
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| 38656 |
CompletionKit
Claim
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with…
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| 38657 |
tianqi
Claim
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| 38658 |
Gasio MCP Server
Claim
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
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| 38659 |
MCP Filesystem
Claim
Enables natural language filesystem operations (create, list, delete directorie…
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| 38660 |
filevine-mcp
Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
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| 38661 |
raw-discord-mcp
Claim
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| 38662 |
familiar-mcp
Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
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| 38663 |
emberverse
Claim
A living knowledge graph to read, think against, and leave a deposit in that ou…
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| 38664 |
Forgeline
Claim
Read-only Modbus TCP monitoring server that exposes safe MCP tools for AI agent…
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| 38665 |
jobs-tools-knowledgebase
Claim
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
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| 38666 |
a6a27
Claim
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| 38667 |
ideogram-mcp-server
Claim
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
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| 38668 |
EightyAndSunny
Claim
A weather-reactive MCP server that renders rich Open-Meteo weather widgets and …
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| 38669 |
Feedico AI Coupon Agent
Claim
MCP server that turns AI IDEs into a Feedico coupon agent, enabling natural lan…
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| 38670 |
ocr
Claim
Arabic-first OCR, translation and document extraction. First call mints a free …
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| 38671 |
Enables remote MCP access to math tools with OAuth authentication, deployable o…
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| 38672 |
mcp-opentargets
Claim
Enables querying disease/target/drug knowledge graph from Open Targets, support…
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| 38673 |
hwpx-mcp-server
Claim
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
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| 38674 |
Food Travel MCP Server
Claim
An MCP server that integrates with Google Places API to enable AI clients to se…
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| 38675 |
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
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| 38676 |
kanboard-mcp
Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
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| 38677 |
HeyGen MCP Server
Claim
Enables AI assistants to generate AI avatar videos, manage templates, and work …
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| 38678 |
Enables AI assistants to perform intelligent browser automation with session-ba…
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| 38679 |
memory-mcp
Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
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| 38680 |
impots-mcp
Claim
Transforms Claude into a French tax assistant specialized in French taxation, c…
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| 38681 |
mcp
Claim
BillingServ MCP server for customers, invoices, orders, packages, licenses, and…
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| 38682 |
Clearspar Part 135 MCP
Claim
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
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| 38683 |
ok
Claim
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| 38684 |
Kelnix Receipt MCP
Claim
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
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| 38685 |
pitchiq-mcp
Claim
Agent-native CRM + get-booked platform. Operate over MCP, or pay per call via x…
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| 38686 |
color-palette
Claim
Cloudflare Workers MCP server: color-palette
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| 38687 |
gency-lite
Claim
Generate Amazon-style A+ Content and AI product images from product photos.
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| 38688 |
agentfenster
Claim
Windows GUI automation on a hidden second desktop, driven from Claude Code over…
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| 38689 |
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
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| 38690 |
loom
Claim
Provides persistent identity and memory for AI agents across MCP-compatible har…
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| 38691 |
Call For Me
Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
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| 38692 |
gnews-mcp-server
Claim
MCP server providing access to the GNews API for fetching news articles and hea…
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| 38693 |
An MCP server that provides expert knowledge on the OpenAI API, powered by RAG.…
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| 38694 |
Poke Google Docs MCP
Claim
A remote MCP server that lets your Poke agent create and edit Google Docs.
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| 38695 |
polycodegraph
Claim
Multi-language code-graph MCP server with 18 tools for structural code queries …
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| 38696 |
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
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| 38697 |
Voice Assistant MCP Demo
Claim
A cloud backend for a voice assistant that processes natural language commands,…
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| 38698 |
xunjuzhou-mcp-server
Claim
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
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| 38699 |
FreeTicket MCP Server
Claim
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
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| 38700 |
Openlaw MCP
Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
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