MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36651 |
agribrain
Claim
Enables AI assistants to access free, open agronomic data for field briefings, …
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| 36652 |
Provides tools to search stops, get next departures, and retrieve service alert…
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| 36653 |
Enables querying and retrieving merit records and official reports of Korean in…
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| 36654 |
Cortex Resource Manager
Claim
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
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| 36655 |
Enables AI assistants to interact with Hangzhou Dianzi University's academic sy…
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| 36656 |
SSOJet MCP Server
Claim
An MCP server that authenticates users via SSOJet and provides tools such as ad…
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| 36657 |
yuppie-mcp-tts
Claim
Provides text-to-speech synthesis using Microsoft Edge's free TTS engine, suppo…
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| 36658 |
abilities-mcp
Claim
Open-source MCP bridge that connects any AI client to your WordPress sites thro…
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| 36659 |
japan-healthcare-mcp
Claim
A local-first MCP server and toolkit for Japanese healthcare reference data, en…
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| 36660 |
cybersecurity-ai-mcp
Claim
cybersecurity-ai-mcp MCP server by MEOK AI Labs
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| 36661 |
Garmin Workout Pipeline
Claim
Enables building and uploading structured workouts to Garmin Connect using YAML…
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| 36662 |
mutual-review-mcp
Claim
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
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| 36663 |
Miro MCP Server
Claim
Enables AI agents to programmatically interact with a Miro board through the Mi…
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| 36664 |
An MCP server that connects to SAP ERP systems via RFC to perform native ABAP s…
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| 36665 |
Tend
Claim
Your own network — goals, commitments and interaction history — read-only, from…
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| 36666 |
MCP Agents Server
Claim
Facilitates interaction and context sharing between AI models using the standar…
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| 36667 |
WorkoutGuide MCP
Claim
Enables workout tracking and coaching within Claude conversations, managing exe…
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| 36668 |
mcp-llm-offload
Claim
An MCP server that offloads light LLM work from Claude to a model you control, …
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| 36669 |
mcp-memory-graphdb
Claim
A persistent graph-database memory server for Claude and other LLM agents, buil…
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| 36670 |
News API MCP Server
Claim
A Model Context Protocol (MCP) server that provides access to global news artic…
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| 36671 |
callput-agent-mcp
Claim
MCP server for spread-only options execution on Base L2, enabling AI agents to …
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| 36672 |
submagic-mcp-server
Claim
Connects AI assistants to Submagic's video editing API for creating viral short…
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| 36673 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 36674 |
mcp-webextrator
Claim
MCP server for web extraction and rendering via AceDataCloud WebExtrator
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| 36675 |
strimzi-kafka-cli
Claim
Command Line Interface for the Strimzi Kafka Operator
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| 36676 |
Gamma MCP Server
Claim
Enables generating presentations, creating from templates, and managing Gamma r…
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| 36677 |
mcpmeraki
Claim
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| 36678 |
PowerPoint MCP Server
Claim
A Model Context Protocol server that enables creating, editing, and manipulatin…
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| 36679 |
nasa-ads-mcp
Claim
MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper…
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| 36680 |
Cadence
Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
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| 36681 |
smart
Claim
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| 36682 |
Local MCP server that exposes tools for a TODO list, acting as an adapter betwe…
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| 36683 |
Librarian MCP
Claim
Transforms a folder of Markdown files into a structured, version-controlled kno…
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| 36684 |
Claude Code MCP Bridge
Claim
A transparent message ferry between Claude Desktop and Claude Code CLI, enablin…
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| 36685 |
comfyui-mcp
Claim
Exposes ComfyUI workflows as callable MCP tools, enabling LLMs to run image gen…
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| 36686 |
watch-materials-mcp
Claim
MCP server for materials science monitoring, searching ArXiv preprints and Open…
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| 36687 |
noggin
Claim
Local-first knowledge base that ingests activity from Slack, GitHub, agent sess…
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| 36688 |
postgres-mcp-query-tool
Claim
An MCP server that gives an AI agent scoped, safe access to your Postgres datab…
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| 36689 |
aihw-mcp
Claim
Query the AIHW in plain English — mortality, cancer, health spend, hospital wai…
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| 36690 |
OA-Y MCP Service
Claim
MCP for managing courses via HTTP API at oa-y.com.
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| 36691 |
enigma-python-mcp
Claim
A Model Context Protocol server that brings the capabilities of [enigmapython](…
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| 36692 |
notesbridge
Claim
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac ag…
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| 36693 |
Enables Claude Desktop to interact with the VeChain blockchain through natural …
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| 36694 |
Figma MCP Complete
Claim
Exports Figma designs as ready-to-use HTML/CSS and validates pixel-perfect accu…
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| 36695 |
mcp-eur-lex
Claim
Enables searching and quoting EU legislation with verifiable EUR-Lex citations,…
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| 36696 |
Project Health Scanner
Claim
Enables scanning projects for dependency vulnerabilities, secrets, license conf…
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| 36697 |
ssh-agent-mcp
Claim
Enables AI assistants to manage SSH connections, execute commands, and transfer…
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| 36698 |
Weather MCP Server
Claim
A demo MCP server that provides AI assistants access to live US weather data vi…
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| 36699 |
nba-mcp
Claim
MCP server for NBA live data and stats, providing read-only tools to query live…
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| 36700 |
ProjectBrain
Claim
Local MCP server providing project cognition capabilities for AI coding agents,…
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