MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64601 |
JFrog MCP
Claim
Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
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| 64602 |
whoop-mcp
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A Model Context Protocol (MCP) server that gives Claude access to your WHOOP bi…
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| 64603 |
MIND MCP Server
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Enables AI agents to persist and retrieve memories via a personal knowledge gra…
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| 64604 |
env-manager-ai-mcp
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env-manager-ai-mcp MCP server by MEOK AI Labs
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| 64605 |
IzmirMCP
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MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
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| 64606 |
YourMemory
Claim
Persistent memory for AI agents. Memories decay with time and strengthen on rec…
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| 64607 |
dingdawg-compliance
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EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
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| 64608 |
mermaid-mcp
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A basic MCP server example with a hello tool, info resource, and assistant prom…
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| 64609 |
Siya Dashboard Menu MCP
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This MCP server enables managing dashboard menu sections for client configurati…
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| 64610 |
Hardware-accelerated codebase mapping that indexes Git repositories into Postgr…
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| 64611 |
mcp-openapi-bridge
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Bridges any OpenAPI 3.x REST API to Claude Code by automatically generating one…
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| 64612 |
airbnb_search
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An Airbnb search desktop extension that offers advanced filtering features and …
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| 64613 |
mcp-confidence
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Enables LLM agents to route responses as accept, verify, or ask-a-human based o…
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| 64614 |
api
Claim
Compliant political SMS/MMS from MCP clients: projects, contacts, analytics, bi…
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| 64615 |
A股实时行情MCP服务器
Claim
基于Model Context Protocol (MCP) 的A股实时行情查询服务器,支持查询A股实时价格、历史K线数据、财务信息及市场概况。
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| 64616 |
Pay-per-call x402 gateway: one MCP server for 90+ agent tools (utilities, DNS/W…
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| 64617 |
SkillRepo
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A permanent home for publishers. A curated skill library your team installs fro…
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| 64618 |
Szamlazz.hu MCP
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Hungarian sole-trader invoicing via Szamlazz.hu - issue, query, PDFs, VAT-ceili…
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| 64619 |
Ember MCP
Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
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| 64620 |
travel-monitor-launch
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Remote MCP server for hotel rate monitoring and pricing workflows via Apify. It…
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| 64621 |
nve-mcp
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Norwegian flood & landslide hazard data from NVE, by WGS84 coordinate.
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| 64622 |
Holiday Forever
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Interactive photo gallery widget for a single Airbnb listing with price, rating…
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| 64623 |
Provides full execution and management capabilities for Microsoft Fabric Data E…
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| 64624 |
bible-translation-mcp
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Enables AI to access Bible translations in hundreds of languages, original Gree…
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| 64625 |
deployment-mcp
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Enables SSH-based deployment operations such as git pull, command execution, sc…
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| 64626 |
MCP server for Open WebUI Knowledge Bases – search and access your knowledge ba…
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| 64627 |
mcp-server-auth
Claim
Submit receipts, run income/P&L/mileage/subscription analytics, create reports …
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| 64628 |
SignalEDI
Claim
EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo wit…
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| 64629 |
familiar-mcp
Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
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| 64630 |
catalog-api
Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
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| 64631 |
jobs-tools-knowledgebase
Claim
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
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| 64632 |
Forgeline
Claim
Read-only Modbus TCP monitoring server that exposes safe MCP tools for AI agent…
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| 64633 |
mcp
Claim
Visual-diff & change-detection tools that catch agentic UI drift for coding age…
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| 64634 |
filevine-mcp
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Open-source MCP server connecting Claude to Filevine practice management. Built…
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| 64635 |
Companies House
Claim
Companies House MCP — UK statutory company registry (BYO key)
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| 64636 |
dbSNP MCP Plugin
Claim
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
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| 64637 |
mcp-fsolar
Claim
MCP server that connects to Felicity Solar cloud battery data, allowing natural…
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| 64638 |
yaml-ai-mcp
Claim
AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml …
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| 64639 |
signet-eval
Claim
Deterministic policy enforcement and MCP management for AI agent tool calls.
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| 64640 |
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
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| 64641 |
CompletionKit
Claim
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with…
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| 64642 |
mcp-server
Claim
Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX gene…
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| 64643 |
ToolMux
Claim
Aggregates multiple MCP servers via a single interface with token optimization …
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| 64644 |
memberpass-mcp
Claim
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
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| 64645 |
2Sense
Claim
Enables Claude to analyze short-form video ads by extracting frames, audio, and…
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| 64646 |
nestegg-calculators
Claim
90+ pure finance calculators: loans, investing, bonds, options, tax. Stateless,…
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| 64647 |
mediora-mcp
Claim
Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU…
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| 64648 |
Hospitable MCP Server
Claim
Connects Claude to the Hospitable API v2 for managing vacation rental propertie…
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| 64649 |
dot-mcp
Claim
Relays job-setup and todo actions from Claude to the Dot Hub, enabling job crea…
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| 64650 |
sickslip-verify
Claim
Verify the authenticity of a SickSlip doctor's note from your AI assistant.
Si…
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