MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55101 |
Merovingian MCP Server
Claim
Enables AI agents to map cross-repository dependencies, detect breaking changes…
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| 55102 |
mcp-abap-adt
Claim
An MCP server that bridges tools like Cline to SAP ABAP systems, enabling retri…
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| 55103 |
mcp-qobuz
Claim
AI-native MCP server for Qobuz that enables searching, browsing, and managing y…
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| 55104 |
kimss
Claim
Official Kimss MCP server — call your Kimss agents, models, files, and vector s…
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| 55105 |
subconscious-mcp
Claim
Local-first semantic memory layer for MCP agents. Recall, remember, forget, sta…
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| 55106 |
LocalREPL MCP Server
Claim
A locally-running Python REPL server that integrates with Claude Desktop throug…
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| 55107 |
gimp-mcp
Claim
Bridges GIMP image editing with AI assistants via the Model Context Protocol, e…
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| 55108 |
akahu-mcp
Claim
An MCP server that exposes Akahu (New Zealand open-banking) data to LLM agents,…
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| 55109 |
MCP-HASS
Claim
Connects AI assistants to Home Assistant, enabling them to discover and control…
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| 55110 |
Pancake POS MCP
Claim
Model Context Protocol (MCP) server wrapping the Pancake POS REST API, enabling…
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| 55111 |
ZimAgent
Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
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| 55112 |
jw-org-mcp
Claim
An MCP server that provides controlled, verifiable access to official jw.org co…
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| 55113 |
mcp-client-slack
Claim
Listens for Slack @mentions and publishes them as real-time events to the KĀDI …
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| 55114 |
Sugarbug
Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
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| 55115 |
OurFamilyWizard MCP
Claim
Enables natural-language access to OurFamilyWizard for co-parenting messages, c…
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| 55116 |
audio-transcription-mcp
Claim
Captures and transcribes system audio in real-time using OpenAI Whisper, enabli…
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| 55117 |
Lofty MCP Server
Claim
Enables AI agents to interact with Lofty CRM via natural language, providing 12…
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| 55118 |
Homebox MCP Server
Claim
Enables AI assistants to manage inventory items, locations, and labels in a sel…
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| 55119 |
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
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| 55120 |
fifa-public-api-mcp
Claim
Enables querying FIFA competitions, fixtures, results, and live match data thro…
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| 55121 |
mcp-db-universal
Claim
A database-agnostic MCP server that enables natural language queries to your da…
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| 55122 |
FinScreen
Claim
Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…
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| 55123 |
Twenty MCP
Claim
A remote MCP server that connects Claude to a Twenty CRM workspace, enabling us…
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| 55124 |
mac2win-zip MCP Server
Claim
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
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| 55125 |
retail-mcp
Claim
Connects AI clients to retail customer, inventory, sales, order, and support ca…
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| 55126 |
hacker-news-mcp
Claim
Provides Hacker News tools with founder-research features for analyzing Show HN…
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| 55127 |
dimetrics-mcp-server
Claim
Enables natural language management of apps, services, resources, attributes, a…
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| 55128 |
zaytsv-bot-graph-mcp
Claim
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
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| 55129 |
agentcivics
Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
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| 55130 |
Visual Annotation MCP
Claim
A Model Context Protocol server that lets an LLM open web pages, list interacti…
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| 55131 |
FreshBooks MCP Server
Claim
Provides 29 tools for Claude to query and update FreshBooks directly, including…
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| 55132 |
Logic Analyzer AI MCP
Claim
Enables AI assistants to control Saleae Logic analyzers, capture and analyze di…
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| 55133 |
mcp-ai-agent-guidelines
Claim
A TypeScript ESM MCP server exposing 20 public instruction tools and 7 utility …
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| 55134 |
RegistryTools
Claim
A standalone MCP Tool Registry server providing generic tool search and discove…
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| 55135 |
MCP Server PR Pilot
Claim
A Model Context Protocol server that generates pull request descriptions, commi…
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| 55136 |
Archiet
Claim
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabili…
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| 55137 |
UMBRAXON/kya-hub
Claim
Read-only MCP server bridging the public UMBRAXON KYA-Hub HTTP API. Exposes too…
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| 55138 |
mcp_db
Claim
MCP server for exploring metadata of corporate databases: table structures, rel…
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| 55139 |
Context Bridge
Claim
A unified context layer that connects your local data — repositories, documents…
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| 55140 |
code_nav MCP
Claim
Deterministic code navigation MCP server for Codex/CodeCLI that provides compac…
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| 55141 |
ASP MCP Server
Claim
Protects agent skills from being distilled during multi-agent collaboration by …
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| 55142 |
claude-prompt-optimizer
Claim
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
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| 55143 |
mcp-wordpress
Claim
A Model Context Protocol server that gives Claude (or any MCP-compatible LLM) d…
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| 55144 |
mcp-server
Claim
A demonstration MCP server for educational purposes, showcasing how to build an…
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| 55145 |
Cucutime
Claim
Generates personalized children's song ideas (title, style, character, chorus, …
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| 55146 |
rijksmuseum-mcp+
Claim
Lets you explore the Rijksmuseum's artwork collections through natural conversa…
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| 55147 |
Ordinal-MCP
Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
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| 55148 |
wwise-mcp
Claim
Enables natural language control of Wwise audio middleware, allowing project au…
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| 55149 |
op-mcp
Claim
Enables interaction with 1Password vaults and items via the op CLI, supporting …
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| 55150 |
mcp-swagger-reader
Claim
Enables reading and parsing Swagger/OpenAPI specifications to list API endpoint…
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