MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58001 |
A FastMCP server that provides AI assistants with access to Microsoft Entra (Az…
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| 58002 |
HTML to Markdown converter API for AI agents. Convert HTML to clean Markdown: s…
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| 58003 |
realfavicon-mcp
Claim
MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
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| 58004 |
Apollo MCP Server
Claim
Provides tools to search and enrich people and companies, retrieve job postings…
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| 58005 |
Provides current weather information for any location and generates AI-powered …
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| 58006 |
Pelaris
Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
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| 58007 | — | |||||||||
| 58008 |
An MCP server that gives AI agents real-time Solana DeFi intelligence — smart m…
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| 58009 |
Rewindex
Claim
Auto-snapshot tool for AI agents. Reduces the risk of AI agents breaking your c…
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| 58010 |
PGYER MCP Server
Claim
Enables uploading and managing iOS/Android apps on the PGYER platform through M…
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| 58011 |
Lets AI assistants control the physical Return to Dark Tower board game tower v…
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| 58012 |
Verifies AI agent wallets, domains and manifests before any transaction. Return…
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| 58013 |
Enables searching for keywords in files with support for case-sensitive/insensi…
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| 58014 |
lexilint
Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
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| 58015 |
ca
Claim
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| 58016 |
World Cup 2026 Tour
Claim
Free MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset J…
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| 58017 |
Willys MCP Server
Claim
An MCP server for Sweden's largest grocery chain Willys. Enables controlling yo…
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| 58018 |
Provides tools to search and retrieve detailed information about airports and s…
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| 58019 |
Kiwi MCP
Claim
A unified MCP server that consolidates directives, Python scripts, and knowledg…
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| 58020 |
Embedded Debug MCP
Claim
Provides serial debugging for embedded Linux targets, enabling boot log capture…
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| 58021 |
Immich MCP Server
Claim
Enables MCP-compatible clients to interact with an Immich photo management inst…
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| 58022 |
Provides tools for searching flights, creating and canceling bookings, and retr…
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| 58023 |
Enables searching and discovering machine learning papers, state-of-the-art ben…
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| 58024 |
grounding-ai
Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
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| 58025 |
Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding
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| 58026 |
chemistry
Claim
Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, ret…
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| 58027 |
@illuminatinetworks/mcp
Claim
Enables managing Illuminati Networks CDN zones, object storage, and account (in…
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| 58028 |
DocGen MCP Server
Claim
Automates the creation of standardized documentation by extracting information …
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| 58029 |
Gmail MCP Server
Claim
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
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| 58030 |
duckduckgo-mcp
Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
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| 58031 |
mcp-knowledge
Claim
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
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| 58032 |
principia-mcp
Claim
Enables Claude to access and search a local Zotero library by querying metadata…
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| 58033 |
CloakBrowser Search MCP
Claim
A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and…
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| 58034 |
A minimal MCP server that exposes web search via Synthetic's API, providing a s…
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| 58035 |
vozclara
Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
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| 58036 |
A Model Context Protocol server that provides semantic search and intelligent a…
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| 58037 |
url-content-mcp
Claim
MCP server that fetches raw HTML content from a given URL to provide web contex…
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| 58038 |
mcp-instana
Claim
Enables seamless interaction with the IBM Instana observability platform, allow…
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| 58039 |
guild
Claim
Shared context, memory, and task coordination across AI coding agents. Single G…
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| 58040 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 58041 |
MySQL MCP Server
Claim
Read-only access to MySQL databases with query sanitization, Cloud SQL Proxy su…
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| 58042 |
Trace MCP
Claim
Static analysis engine that detects schema mismatches between data producers (l…
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| 58043 |
cortex-brain
Claim
An MCP server that enables AI agents to search, read, and contribute to a struc…
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| 58044 |
QBO-MCP-TS
Claim
Enables QuickBooks Online integration for financial management with CRUD operat…
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| 58045 |
ltagent-mcp
Claim
Generates, simulates, and inspects LTspice circuits via MCP tools and resources…
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| 58046 |
Text2Event
Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
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| 58047 |
Google MCP Server
Claim
Enables appending formatted content to Google Docs and creating styled Gmail dr…
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| 58048 |
MCP Server Kickstarter
Claim
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
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| 58049 |
mcp-json-reader
Claim
MCP server for reading, querying, and filtering local JSON files with extended …
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| 58050 |
Discogs MCP Server
Claim
Enables finding the best-sounding pressing of an album and mood- and taste-base…
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