MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 4 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66251 |
Finance Research Agent
Claim
AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enablin…
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| 66252 |
GCal-mcp
Claim
A stateless Google Calendar MCP proxy that uses Baserow for OAuth management, e…
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| 66253 |
FL Studio Piano Roll MCP
Claim
An MCP server that enables AI assistants like Claude to interact with FL Studio…
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| 66254 |
opm-mcp
Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
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| 66255 |
cortex-plugin
Claim
Persistent, self-evolving memory plugin for Claude Code. Background miner extra…
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| 66256 |
AI Evaluator MCP Server
Claim
A comprehensive framework for evaluating AI responses using Inspect AI and Petr…
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| 66257 |
VeriSom
Claim
Scores contract safety for Somnia Agents using on-chain analysis, RAG, and a Ve…
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| 66258 |
MySQL MCP Server
Claim
Enables AI agents to interact with a MySQL database using natural language, aut…
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| 66259 |
raptor-banana
Claim
Nano Banana MCP
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| 66260 |
DarcyAIMCPServer
Claim
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
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| 66261 |
Google Ads MCP Server
Claim
Connects MCP clients to the Google Ads API v23, enabling account listing, GAQL …
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| 66262 |
MCP Docs Server
Claim
A centralized MCP server for internal technical documentation that integrates w…
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| 66263 |
zerobyte-mcp
Claim
Enables managing Zerobyte backups via MCP, including listing repositories, snap…
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| 66264 |
Sketch MCP
Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
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| 66265 |
UI Toolkit MCP Server
Claim
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
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| 66266 |
jenkins-mcp-server
Claim
Exposes a Jenkins controller's REST API to MCP-compatible clients, enabling job…
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| 66267 |
Offline documentation and API method queries for multiple cryptocurrency exchan…
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| 66268 |
Ryot MCP Starter
Claim
A local MCP server for interacting with a self-hosted Ryot instance, enabling m…
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| 66269 |
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
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| 66270 |
Worldcitisim eSIM
Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
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| 66271 |
xs-studio-mcp
Claim
MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
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| 66272 |
keymem
Claim
Associative key-graph memory for LLM agents — recall by association, not vector…
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| 66273 |
SuperSkill
Claim
Runtime intelligence layer for AI agent skills that scores, resolves, and loads…
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| 66274 |
magnifica-humanitas-mcp
Claim
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
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| 66275 |
json-ai-mcp
Claim
json-ai-mcp MCP server by MEOK AI Labs
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| 66276 |
Fin-MCP Payment Server
Claim
Enables AI agents to interact with multiple payment providers (Stripe, Paystack…
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| 66277 |
wecom-msg-audit-mcp
Claim
Enables AI agents to securely access and search enterprise WeChat (WeCom) chat …
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| 66278 |
androidcliagentgate-mcp
Claim
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, a…
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| 66279 |
DeFiMind
Claim
Live Uniswap V2/V3 LP analytics — position PnL, price scenarios, pool health, r…
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| 66280 |
strength-training-mcp
Claim
A stateless MCP server that exposes tools for evidence-based strength training,…
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| 66281 |
1ClickReport
Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
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| 66282 |
MCP Gatekeeper
Claim
Enables users to validate MCP servers, skills, extensions, and packages for sch…
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| 66283 |
MCP OpenAI Tools
Claim
Provides access to OpenAI's advanced models (including o3) with integrated web …
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| 66284 |
yinxiang-mcp
Claim
MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and not…
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| 66285 |
everything-mcp
Claim
The definitive MCP server for voidtools Everything - lightning-fast file search…
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| 66286 |
nano-pdf-mcp
Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
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| 66287 |
academic-stats-advisor
Claim
An MCP server that enables AI assistants to call statistician's decision logic …
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| 66288 |
ctxmem
Claim
Provides AI agents with persistent, local, and shareable project memory by stor…
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| 66289 |
mcp-ros2-logs
Claim
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
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| 66290 |
airtable
Claim
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| 66291 |
outline-mcp-server
Claim
Integrates Outline Wiki with AI assistants like Claude Desktop, enabling search…
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| 66292 |
FlagCheck Job Analyzer
Claim
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
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| 66293 |
mcp-clinical-doc-agent
Claim
Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 66294 |
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
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| 66295 |
Clous MCP server
Claim
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
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| 66296 |
HRD-PIS MCP Server
Claim
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
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| 66297 |
claude-history-mcp
Claim
Enables full-text search and browsing of Claude.ai conversation history by inge…
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| 66298 |
WhatsApp MCP Server
Claim
Enables Claude to read and send WhatsApp messages, including media and call his…
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| 66299 |
ruby-console-mcp
Claim
Enables AI assistants to execute Ruby console commands (Rails console, IRB, etc…
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| 66300 |
kimi-debug-tunnel
Claim
基于REST API的Kimi Code CLI调试隧道,提供推送式全自动化session编排,支持多轮对话、实时流式响应和智能思考过滤。
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