MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43351 |
A simple MCP server for interacting with Marinade Finance on Solana, providing …
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| 43352 |
IEEE 802.11 MCP Server
Claim
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
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| 43353 |
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
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| 43354 |
skill-router
Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
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| 43355 |
kef-mcp
Claim
MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS6…
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| 43356 |
altic-mcp
Claim
A macOS automation MCP server providing 40+ tools for controlling Messages, Con…
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| 43357 |
Ametller Origen
Claim
Enables shopping Ametller Origen online groceries through Claude, allowing cata…
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| 43358 |
mcp-claude-memory
Claim
A smart, self-maintaining memory system for Claude Code that persists across ma…
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| 43359 |
personal-llm-wiki-kit
Claim
Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
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| 43360 |
mcp-server-ddd-template
Claim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
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| 43361 |
Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local,…
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| 43362 |
Klaviyo MCP Server
Claim
Enables interaction with the Klaviyo API for marketing automation, including ma…
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| 43363 |
femtech-radar
Claim
An MCP server that fetches, dedupes, and scores women's-health & FemTech resear…
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| 43364 |
MCP Database Assistant
Claim
Connects a local LLM (Ollama) to a SQLite database via the Model Context Protoc…
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| 43365 |
A production-grade MCP server designed for multi-tenant, authenticated, and obs…
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| 43366 |
fairrecruit
Claim
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| 43367 |
A cloud-deployed MCP server for managing personal expenses and providing financ…
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| 43368 |
coinopai-mcp
Claim
Local stdio MCP server for x402-powered paid crypto intelligence: preflight che…
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| 43369 |
mineru-docparse-mcp
Claim
Converts Word, PDF, PPT, and Excel documents to Markdown using the MinerU DocPa…
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| 43370 |
Qdrant Sync MCP Server
Claim
Enables bidirectional synchronization of vector database collections between lo…
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| 43371 |
crewmail
Claim
File-based MCP server for AI coding agents to coordinate via inbox messaging an…
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| 43372 |
Comprehensive forensic analysis MCP server enabling AI agents to analyze files,…
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| 43373 |
fast-odoo-mcp
Claim
An MCP server that enables AI assistants to interact with Odoo ERP systems, all…
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| 43374 |
Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligen…
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| 43375 |
langgraph-clean-arch
Claim
MCP server implementing clean architecture with LangGraph for building and mana…
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| 43376 |
PrecisionContextEngine
Claim
Enables AI coding agents to efficiently navigate and understand large codebases…
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| 43377 |
Redmine MCP Server
Claim
MCP server for Redmine project management, enabling tools for managing projects…
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| 43378 |
obsidian-mcp
Claim
Enables Claude Code read/write access to an Obsidian vault, including creating,…
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| 43379 |
Provides complete QuickBooks Online API integration for Claude Code and other M…
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| 43380 |
MCP server for Java call graph generation, static analysis, method chains & con…
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| 43381 |
Deepseek Thinker
Claim
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
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| 43382 |
mcp-kindle
Claim
Read-only MCP server for accessing local Kindle library data, exposing tools to…
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| 43383 |
ardupilot-mavlink-mcp
Claim
Enables AI agents to interact with an ArduPilot vehicle in real-time via MAVLin…
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| 43384 |
SharePoint MCP Server
Claim
Enables access to SharePoint Online data via Microsoft Graph API, allowing list…
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| 43385 |
Dart LSP MCP
Claim
A Model Context Protocol (MCP) server that provides Dart language analysis capa…
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| 43386 |
real-fake-data-mcp
Claim
Enables AI assistants to generate realistic, synthetic test data on demand, inc…
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| 43387 |
Zenith Bridge
Claim
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
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| 43388 |
e-conomic MCP Server
Claim
Enables natural language management of e-conomic accounting, including customer…
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| 43389 |
engine
Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
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| 43390 |
munin
Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
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| 43391 |
NeuroWeave Timeline
Claim
Process memory for AI agents and humans that remembers the evolution of a proje…
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| 43392 |
xrpldashboard
Claim
Read-only XRP Ledger MCP tools with proof-annotation envelopes and signed daily…
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| 43393 |
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
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| 43394 |
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
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| 43395 |
agent-fde
Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
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| 43396 |
lsp-tools-mcp
Claim
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definiti…
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| 43397 |
askboard-mcp
Claim
A local MCP server that collects structured human input via browser forms and m…
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| 43398 |
Faker MCP Server
Claim
Generates realistic, context-aware synthetic data for AI agents to populate dat…
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| 43399 |
@pokerai/mcp
Claim
MCP server for the Pokerai API providing solver-grade GTO strategy for 6-max No…
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| 43400 |
hivelore
Claim
Deterministic gate: blocks any commit whose diff reintroduces a documented team…
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