MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62001 |
signalpipe
Claim
Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf…
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| 62002 |
DevBoost MCP Server
Claim
Provides tools for local development environment management and PostgreSQL opti…
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| 62003 |
DateTime MCP Server
Claim
Provides timezone-aware date and time information with configurable time format…
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| 62004 |
undetected-chrome-mcp
Claim
Provides browser automation with enhanced anti-detection using undetected-chrom…
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| 62005 |
Telegram MCP Server
Claim
An MCP server for interacting with Telegram bots and channels using the Telegra…
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| 62006 |
mcp_oi_assistant
Claim
A secure MCP server for competitive programming that compiles, runs, and tests …
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| 62007 |
adaptive-recall
Claim
Adaptive memory system with cognitive scoring, knowledge graph, and self-improv…
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| 62008 |
IAC Audit Pack
Claim
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
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| 62009 |
agentgauge
Claim
Scan any website's AI readiness: AI search visibility and AI agent usability. F…
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| 62010 |
gatetest
Claim
120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
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| 62011 |
sipap-mcp
Claim
Production-ready MCP server framework for AWS Lambda and ECS Fargate, providing…
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| 62012 |
misp-mcp-server
Claim
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
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| 62013 |
Greetings & Utilities
Claim
Greet people in multiple languages, perform quick calculations, and check curre…
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| 62014 |
DocGen MCP Server
Claim
Automates the creation of standardized documentation by extracting information …
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| 62015 |
mcp-coco
Claim
Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging…
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| 62016 |
aidevtube-mcp
Claim
Enables semantic search over per-video summaries from curated AI/coding YouTube…
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| 62017 |
An MCP server for weather information.
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| 62018 |
content-calendar-ai-mcp
Claim
content-calendar-ai-mcp MCP server by MEOK AI Labs
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| 62019 |
Citation Safe Verifier
Claim
Verifies legal citations vs primary sources: existence, quote match, propositio…
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| 62020 |
AISentinel by BizDNAi
Claim
Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.
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| 62021 |
epa-mcp-server
Claim
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
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| 62022 |
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, a…
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| 62023 |
Netherlands Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get…
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| 62024 |
Browser DevTools MCP
Claim
Playwright-powered browser automation and debugging for VS Code and Cursor via …
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| 62025 |
sprinty
Claim
A disciplined-sprint MCP server for AI coding agents, providing structured spri…
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| 62026 |
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
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| 62027 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
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| 62028 |
An MCP server that gives Claude access to your Garmin Connect fitness and healt…
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| 62029 |
edstem-mcp
Claim
MCP server for Ed Discussion that enables viewing profile, courses, lessons, th…
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| 62030 |
obsidian-rag-mcp
Claim
MCP server that integrates with LM Studio to provide a search_notes tool, allow…
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| 62031 |
reflow-mcp
Claim
A typed Model Context Protocol server that exposes KiCad 10 EDA workflows to la…
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| 62032 |
Cloudflare Workers MCP server: llm-output-quality-monitor
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| 62033 |
mcp-marches-publics
Claim
Provides tools to search and retrieve French public procurement data (tenders, …
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| 62034 |
Business Helper
Claim
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
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| 62035 |
Mem0 Memory Server
Claim
Enable AI agents to store, search, and delete persistent memories across sessio…
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| 62036 |
Bid/no-bid verdicts for open EU tenders, from 592,000 real TED contract awards.
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| 62037 |
omnifocus-mcp
Claim
Enables AI assistants to read and write to OmniFocus database, allowing natural…
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| 62038 |
galgame-mcp-engine
Claim
An MCP server that provides a visual novel world engine, enabling AI clients to…
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| 62039 |
Find verified appliance repair, HVAC, and plumbing technicians by location and …
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| 62040 |
Figma MCP Server
Claim
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
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| 62041 |
mcp-server
Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 62042 |
An MCP server that provides persistent memory and context management across ses…
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| 62043 |
fix-my-comments-mcp
Claim
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
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| 62044 |
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
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| 62045 |
plausible-mcp
Claim
MCP server for Plausible Analytics that enables querying traffic, conversions, …
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| 62046 |
WorldCitiSim eSIM
Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
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| 62047 |
Memo MCP
Claim
Enables LLMs to search and retrieve personal journal entries using RAG, and add…
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| 62048 |
fascia-mcp-server
Claim
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP
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| 62049 |
ground-motion
Claim
Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report…
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| 62050 |
Colab MCP
Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
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