MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34751 |
arcgis-portal-mcp
Claim
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
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| 34752 |
mcp-smithery-exam1
Claim
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| 34753 |
Boletín Claro
Claim
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
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| 34754 |
Enables MCP-capable agents to retrieve relevant slices of a user-story knowledg…
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| 34755 |
Brainbase MCP Server
Claim
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
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| 34756 |
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
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| 34757 |
mcp-server-ngrok
Claim
Exposes a local MCP server via ngrok with SSE and Streamable HTTP transports fo…
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| 34758 |
chatsave
Claim
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| 34759 |
MCPBridge
Claim
Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.
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| 34760 |
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
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| 34761 |
loom-go
Claim
A thinking assistant MCP server that helps you reason through problems using st…
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| 34762 |
Exposes the Hellio Messaging API as MCP tools for SMS, OTP, voice, HLR lookup, …
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| 34763 |
MCP Remote Code
Claim
Enables agent-style remote development over SSH with file operations and comman…
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| 34764 |
Personal Finance Tracker
Claim
A lightweight MCP server for tracking personal expenses, income, and budget sum…
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| 34765 |
oecd-mcp-server
Claim
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
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| 34766 |
Jenkins MCP Server
Claim
A Jenkins MCP server with 37 tools for managing jobs, builds, nodes, views, and…
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| 34767 |
groundcheck
Claim
An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scori…
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| 34768 |
matryca-plumber
Claim
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
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| 34769 |
mcp-ory-kratos
Claim
MCP server for managing Ory Kratos identities, sessions, and authentication flo…
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| 34770 |
Simple MCP Server
Claim
A Python-based MCP server demonstrating tools for math calculations, time retri…
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| 34771 |
ContextHub
Claim
AI memory orchestration server that provides persistent, encrypted context with…
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| 34772 |
Selenium MCP Server
Claim
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
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| 34773 |
Quick Demo MCP Server
Claim
A simple MCP server that provides a tool to get the current server time and a r…
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| 34774 |
mermaider
Claim
Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
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| 34775 |
Nosana MCP Agent
Claim
An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
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| 34776 |
regex-quality
Claim
Provides tools to test regex patterns for correctness, performance (ReDoS), and…
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| 34777 |
fivem-server-doctor-mcp
Claim
Diagnoses why a FiveM server or resource is broken by scanning local configs, m…
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| 34778 |
MyAnimeList MCP Server
Claim
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
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| 34779 |
Outlook MCP Server
Claim
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
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| 34780 |
docscanner-mcp
Claim
Provides lightweight documentation review tools including issue detection, read…
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| 34781 |
MCP server that detects semantic (non-textual) merge conflicts between Git bran…
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| 34782 |
smart-booking-mcp
Claim
Retrieve your Smart Booking appointments with structured access. Filter by day,…
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| 34783 |
Agent Web Interface
Claim
Gives AI agents a compact, semantic interface to the browser, returning structu…
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| 34784 |
StockPilot-MCP-Server
Claim
Provides inventory analysis, risk assessment, demand forecasting, and recommend…
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| 34785 |
A persistent, cross-session knowledge base for AI agents that indexes session h…
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| 34786 |
ACC MCP Server
Claim
A remote Model Context Protocol server that lets Claude on claude.ai browse you…
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| 34787 |
salesbuildr-mcp
Claim
An MCP server for the Salesbuildr platform, providing tools to manage quotes, p…
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| 34788 |
sqlite-memory-mcp
Claim
Governed cross-agent memory for coding agents with hybrid retrieval, provenance…
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| 34789 |
Garmin MCP Server
Claim
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
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| 34790 |
Llama-Bridge
Claim
MCP server that enables cloud models (like Gemini/Claude) to delegate coding ta…
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| 34791 |
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
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| 34792 |
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
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| 34793 |
IEEE 802.11 MCP Server
Claim
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
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| 34794 |
mcp-vector-search
Claim
A CLI-first semantic code search tool with MCP integration for AI assistants, e…
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| 34795 |
Claude Meet MCP
Claim
AI-powered scheduling assistant that checks calendars, finds mutual availabilit…
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| 34796 |
urltomarkdown-mcp
Claim
Converts URLs and raw HTML to clean Markdown, enabling AI assistants to read we…
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| 34797 |
ghost-mcp
Claim
Enables interaction with Ghost CMS sites through both Content (read-only) and A…
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| 34798 |
MealOS
Claim
Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
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| 34799 |
Connxio MCP Server
Claim
Provides tools for managing Connxio integrations, code components, environment …
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| 34800 |
mcp-yt-dlp
Claim
MCP server wrapping yt-dlp for downloading videos and audio from URLs, providin…
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