MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 4 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63851 |
ai-pdf-assistant
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| 63852 |
mcp-nec2-antenna
Claim
Design and simulate wire antennas using the NEC2 method-of-moments solver via M…
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| 63853 |
model-radar
Claim
MCP server that pings 130+ free coding LLM models across 17 providers in real-t…
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| 63854 |
mcp-express-adapter
Claim
A lightweight adapter for creating MCP servers using Express.js, enabling multi…
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| 63855 |
pycycle-mcp
Claim
Model Context Protocol server for pyCycle/OpenMDAO engine-cycle workflows, enab…
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| 63856 |
Enables remote desktop control with screen capture and mouse/keyboard simulatio…
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| 63857 |
Sage MCP
Claim
An academic research server that provides LLMs with full-text search and retrie…
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| 63858 |
clawrag
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| 63859 |
apple-reminders-mcp
Claim
Enables management of Apple Reminders on macOS, including creating, listing, se…
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| 63860 |
企业查询MCP
Claim
Unlocks comprehensive enterprise data insights, enabling queries on business en…
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| 63861 |
ServiceTitan MCP Server
Claim
Connects Claude to ServiceTitan via API, providing 60 tools across CRM, Jobs, A…
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| 63862 |
kimi-code-mcp
Claim
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
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| 63863 |
Recast MCP
Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
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| 63864 |
Enables AI assistants to manage Apple Reminders lists and reminders on macOS, i…
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| 63865 |
Factograph MCP
Claim
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
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| 63866 |
MCP Venezuela FakeNews
Claim
A Model Context Protocol server for combating disinformation about Venezuela, i…
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| 63867 |
debug-mcp
Claim
A smart debugging agent that remembers errors, automatically diagnoses issues, …
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| 63868 |
MariaDB-MCP
Claim
Enables interaction with MariaDB/MySQL databases via MCP, supporting read-only …
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| 63869 |
cPanel WordPress MCP
Claim
Enables managing cPanel accounts including subdomains, files, and WordPress ins…
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| 63870 |
Exa MCP Server
Claim
Enable AI assistants to perform web searches using Exa's powerful search API. G…
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| 63871 |
wikicapsule
Claim
Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
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| 63872 |
rag-mcp
Claim
Exposes retrieval capabilities of two RAG systems as authenticated MCP tools, a…
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| 63873 |
symfony-php-mcp
Claim
A production-ready Model Context Protocol (MCP) server that bridges your Symfon…
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| 63874 |
Cocos Creator Local MCP
Claim
An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to…
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| 63875 |
toconline-mcp
Claim
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
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| 63876 |
mcp101
Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
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| 63877 |
agentic-task-system
Claim
Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RR…
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| 63878 |
lumora
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| 63879 |
Provides AI assistants with access to visionOS development articles from stepin…
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| 63880 |
hass-mcp-extensions
Claim
An MCP server that layers additional Home Assistant tools on top of voska/hass-…
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| 63881 |
deepresearch-mcp
Claim
A powerful MCP server that enables AI agents to perform structured, multi-step …
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| 63882 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 63883 |
feedback-magic
Claim
Create Feedback Magic widgets — feedback, surveys, changelog, roadmap — from yo…
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| 63884 |
@vibetools/dokploy-mcp
Claim
Enables deploying, managing, and interacting with Dokploy applications via natu…
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| 63885 |
mcp-figshare
Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 63886 |
notebooklm-mcp-pro
Claim
Production-grade Model Context Protocol server for Google NotebookLM that lets …
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| 63887 |
Gives AI agents full control over Discord server creation and configuration. Ex…
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| 63888 |
planning-center-mcp
Claim
Enables AI agents to access Planning Center Online data including worship plans…
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| 63889 |
CV Writer MCP Server
Claim
A research-driven MCP server that uses 20+ years of psychological research to g…
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| 63890 |
pixi-task
Claim
A secure MCP server providing controlled access to pixi tasks and commands, eli…
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| 63891 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 63892 |
Enables dynamic and reflective problem-solving through a structured thinking pr…
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| 63893 |
sanitycheck-mcp
Claim
Enables AI agents to check the health of internet infrastructure and specific s…
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| 63894 |
llama-mcp-server
Claim
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
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| 63895 |
mcp
Claim
An MCP server for Everstake's non-custodial staking data across 130+ networks: …
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| 63896 |
Nouz
Claim
Semantic knowledge engine for Obsidian with auto-classification and DAG hierarc…
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| 63897 |
BlockbenchMCP
Claim
Enables AI assistants to build Minecraft models, textures, and animations direc…
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| 63898 |
telegram-sender
Claim
Enables AI agents to send Telegram messages including text, images, links, and …
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| 63899 |
sf-symbol-mcp
Claim
Enables coding agents to query real SF Symbol names from the local SF Symbols a…
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| 63900 |
UE5-MCP-Server
Claim
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
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